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Building skills & agents agent skills

813 skills that teach Claude and other agents building skills & agents work, from the most-starred GitHub repositories first. Each page explains what the skill does, who it suits, what it needs, and how to install it.

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  1. 1Brainstorming Before Building · brainstormingMakes the agent ask clarifying questions and agree on a design before building anything new.
  2. 2Diagnosing Superpowers · diagnosing-superpowersInvestigates a failed or slow agent session from its transcripts and writes a cited report
  3. 3Dispatching Parallel Agents · dispatching-parallel-agentsSplit several independent problems across isolated sub-agents that work at the same time
  4. 4Using Superpowers · using-superpowersMakes the agent check for and invoke relevant skills before it responds or acts
  5. 5Writing Plans · writing-plansTurns a spec or requirements into a step-by-step, bite-sized implementation plan for an engineer.
  6. 6Writing Skills Guide · writing-skillsGuides an agent to create, edit, and test skills using a test-driven documentation process
  7. 7Ask Matt · ask-mattRoutes you to the right Matt Pocock skill or workflow for your situation
  8. 8Domain Modeling · domain-modelingHelps an agent build and sharpen a project's shared glossary and architecture decision records
  9. 9Session Retrospective · retroReviews a past coding session and suggests fixes to the agent's setup (docs, checks, rules).
  10. 10Setup Matt Pocock Skills · setup-matt-pocock-skillsConfigures a repo's issue tracker, triage labels and domain docs for the engineering skills
  11. 11Turn Chat into a Spec · to-specTurns the current conversation into a structured spec and publishes it to your project issue tracker.
  12. 12Wayfinder Planning Map · wayfinderPlans large work as a shared map of decision tickets, resolved one at a time until the route is clear.
  13. 13Interactive Setup Wizard · wizardBuilds a guided bash script that walks you through manual setup steps like API keys and CI secrets.
  14. 14Chief of Staff · chief-of-staffRuns a long-running goal across subagents, keeping a dated wiki of decisions and lessons.
  15. 15Claude Handoff · claude-handoffHand the current chat to a fresh background Claude agent that continues the work.
  16. 16Software Factory Design Vocabulary · software-factoryGives the agent a shared vocabulary and checklist for designing AI agent pipelines that turn tickets into merged code
  17. 17Writing for Agents · writing-for-agentsGuides writing skills, AGENTS.md and CLAUDE.md files so agents follow them reliably.
  18. 18Agent Introspection Debugging · agent-introspection-debuggingGuides an AI agent to diagnose its own repeated failures before retrying, and to write a structured debug report.
  19. 19Agent Sort · agent-sortTrims an ECC install to the skills, rules and hooks a specific repo actually needs, using repo evidence.
  20. 20Domain Context and Decision Handoff · context-and-decisionsKeeps business term definitions in one CONTEXT.md and routes hard decisions to the ADR skill
  21. 21dmux Parallel Agent Workflows · dmux-workflowsRun and coordinate several AI agent sessions in parallel using dmux and tmux panes
  22. 22Documentation Governance Router · docs-governanceRoutes docs-governance requests to the right ECC skill and runs an opt-in read-only docs audit.
  23. 23Eval Harness · eval-harnessLets an agent define, run and report pass/fail tests for Claude Code workflows before trusting or changing them.
  24. 24Module Governance · module-governanceSets up local agent rules and domain-doc links for a business module without duplicating project docs
  25. 25Plan Canvas Review · plan-canvasLets the agent open plans in a local browser review page where you annotate, chat, and approve or request changes
  26. 26Product Capability Planner · product-capabilityTurns product ideas and PRDs into an implementation-ready capability plan with constraints and open questions
  27. 27Skill Host Compatibility Linter · skill-host-compatChecks ECC skills for frontmatter and Claude-only substitutions that break in Codex or Cursor
  28. 28Autonomous Loops Patterns · autonomous-loopsGuides Claude Code through running unattended, looped development pipelines and multi-agent workflows
  29. 29Search Before You Code · search-firstMakes the agent look for existing tools and libraries before writing custom code, and ask before installing anything.
  30. 30Strategic Compact · strategic-compactSuggests when to manually compact a long AI coding session so key context is kept
  31. 31Continuous Learning v1 (obsoleto) · continuous-learningExtrae patrones reutilizables de sesiones de Claude Code al terminar (versión heredada, obsoleta)
  32. 32Continuous Learning v2 · continuous-learning-v2Lets Claude Code learn reusable habits from your sessions as scoped, confidence-rated instincts
  33. 33Skill Eval Harness · eval-harnessLets Claude Code define, run and report pass/fail evals for its own work using pass@k metrics.
  34. 34Agent Architecture Audit · agent-architecture-auditDiagnoses why an AI agent app misbehaves across a 12-layer stack and proposes code-first fixes
  35. 35Agent Harness Construction · agent-harness-constructionDesign an AI agent's tools, outputs and error recovery so it finishes tasks more reliably.
  36. 36Agent Introspection Debugging · agent-introspection-debuggingTeaches an AI agent a structured self-debugging routine for when it is stuck, looping or failing.
  37. 37Agent Sort (ECC install trimmer) · agent-sortTrims a project's ECC install to only the skills, rules and hooks its repo actually needs
  38. 38Agentic OS Builder · agentic-osGuides building a persistent multi-agent setup inside Claude Code using markdown files and scheduled jobs
  39. 39Architecture Decision Records · architecture-decision-recordsRecords architecture decisions as structured ADR documents during coding sessions, with context and rejected alternatives.
  40. 40Automation Audit Operations · automation-audit-opsInventories live automations, hooks, MCP servers and connectors, then recommends keep, merge, cut or fix-next.
  41. 41Autonomous Agent Harness · autonomous-agent-harnessTurns Claude Code into a scheduled, memory-keeping agent that runs recurring tasks
  42. 42Autonomous Loops Patterns · autonomous-loopsDesign and run unattended Claude Code loops, from simple claude -p pipelines to multi-agent DAG systems
  43. 43Blueprint Build Planner · blueprintTurns a one-line goal into a step-by-step multi-session build plan that any agent can execute cold
  44. 44ck Project Memory · ckKeeps persistent per-project context, session summaries and next steps across Claude Code sessions
  45. 45Claude DevFleet Orchestration · claude-devfleetCoordinate parallel Claude Code agents on coding tasks via a local DevFleet server
  46. 46ECC Setup Wizard · configure-eccGuides installing, updating and reconfiguring ECC inside Claude Code, Codex or Kimi with previews and confirmation.
  47. 47Continuous Agent Loop · continuous-agent-loopRun autonomous agent loops with quality gates, evals, and recovery controls
  48. 48Continuous Learning Skill · continuous-learningAutomatically saves reusable patterns from Claude Code sessions as learned skills
  49. 49Continuous Learning v2 · continuous-learning-v2Lets Claude learn your coding habits from sessions and turn them into reusable instincts and skills.
  50. 50Four-Voice Decision Council · councilGets a structured four-perspective debate on ambiguous decisions and trade-offs before you commit.
  51. 51Ponytail Gain Scoreboard · ponytail-gainShows benchmark figures for how much less code, cost and time the Ponytail skill reportedly uses.
  52. 52Ponytail Help Reference Card · ponytail-helpShows a quick reference of ponytail's modes, skills, and commands in one display
  53. 53Advisor Orchestrator Worker · advisor-orchestrator-workerSplits large tasks across a strong advisor model and cheap worker models, then verifies results
  54. 54Project Graveyard · project-graveyardFinds your abandoned side projects, diagnoses why they stalled, and helps pick one to revive.
  55. 55Cavecrew Subagent Delegation · cavecrewDelegate code search, small edits and diff reviews to compressed-output subagents to save context
  56. 56Caveman Cloud Workflow Discovery · caveman-discoverFinds LLM jobs in a repo and labels them so Caveman Cloud spend is grouped by workflow.
  57. 57Caveman Help Card · caveman-helpShows a quick-reference card of the caveman skills, modes and commands
  58. 58Caveman Experiment Manager · caveman-manageReads and reviews Caveman Cloud experiments and blocks unsafe lifecycle changes
  59. 59Caveman Optimize Evaluator · caveman-optimizeWalks an agent through a cautious, approval-gated test of one Caveman optimization observation
  60. 60Constraint-Driven Development · constraint-driven-developmentWrites a project's quality bar into CONSTRAINTS.md and blocks agents from quietly weakening it.
  61. 61Context Engineering · context-engineeringHelps an agent set up and manage the information it sees so its output stays accurate and focused.
  62. 62Doubt-Driven Development · doubt-driven-developmentMakes the agent cross-examine its non-trivial decisions with a fresh-context adversarial reviewer before acting.
  63. 63Idea Refine · idea-refineTurns a vague idea into a sharp one-pager through structured brainstorming and stress-testing.
  64. 64Interview Me · interview-meMakes the agent ask one question at a time to uncover what you actually want before building.
  65. 65Spec-Driven Development · spec-driven-developmentMakes the agent write a structured spec and get your approval before coding
  66. 66Using Agent Skills · using-agent-skillsHelps an agent find and pick the right engineering workflow skill for a given task
  67. 67Install claude-mem on Cursor · claude-mem-installSet up the claude-mem memory worker for Cursor, locally or on a remote server.
  68. 68Memory Search · mem-searchLets the agent look up past sessions' saved notes to recall how earlier problems were solved.
  69. 69Host Observer for Grok Bot · host-observerFormats claude-mem observer replies as strict XML: either a skip marker or one observation.
  70. 70Install claude-mem for Grok Bot · claude-mem-installSet up persistent memory for Grok Bot agents via a local worker and CMEM Pro observer
  71. 71Claude-Mem Memory Search · mem-searchLets the agent search your past sessions in your cmem.ai Claude-Mem memory for prior context
  72. 72Claude-Mem Cloud Pairing · mem-setupConnects the claude-mem Cowork plugin to your cmem.ai account using your own sync credentials.
  73. 73Claude-Mem OpenClaw Plugin Setup · openclawGives OpenClaw agents persistent cross-session memory and an optional live observation feed.
  74. 74Build (Automated Coding Pipeline) · buildRuns a planning, execution, and monitoring chain to finish a coding task with minimal input
  75. 75CCS Align Memory Seat · ccs-alignHourly sync of claude-mem observations into a seat-owned cache, plus rules conflict checks
  76. 76How claude-mem Works · how-it-worksExplains how claude-mem records, summarizes and recalls past coding sessions
  77. 77Knowledge Agent · knowledge-agentBuild focused knowledge bases from past claude-mem observations and ask them questions
  78. 78Past Session Memory Search · mem-searchLets the agent search claude-mem's saved memory of earlier sessions before fetching full details.
  79. 79Custom Memory Mode Creator · mode-creatorInterviews you and sets up a custom note-taking mode for claude-mem, with optional Telegram alerts.
  80. 80Pathfinder Codebase Architecture Mapper · pathfinderMaps a codebase into flowcharts, finds duplicated systems, and drafts a unified architecture plan.
  81. 81Request Progress · request-progressGroups related chats into one goal, reviews progress from memory, and writes build stories for My Work
  82. 82Company Creator · company-creatorScaffolds agent company packages (agentcompanies/v1) from a description or a repo.
  83. 83Create Agent Adapter · create-agent-adapterGuides building or changing a Paperclip adapter that connects an AI agent runtime to server, UI and CLI.
  84. 84External Bot Integration Builder · create-external-bot-integrationGuides building and testing external chat-style bots (like Dot) as Paperclip participants
  85. 85Create Issue Interaction UI · create-issue-interaction-uiGuides a Paperclip contributor through adding a new issue-thread interaction card type end to end.
  86. 86Create Paperclip Bundled Skill · create-paperclip-bundled-skillTurn a tweet, idea or existing skill into a reviewed Paperclip catalog PR
  87. 87Create Runner Adapter · create-runner-adapterGuides an agent through adding a new harness/provider integration to the native Paperclip Runner
  88. 88Create Verification Skill · create-verification-skillGenerates a repo-specific skill that drives your app like a user and captures proof it works
  89. 89Diagnose Why Work Stopped · diagnose-why-work-stoppedRedirects to the full Paperclip stalled-work workflow, or runs a diagnosis-only pass when asked.
  90. 90Doc Maintenance Audit · doc-maintenanceChecks README and spec docs against recent git commits and opens minimal fix PRs
  91. 91Maintain Storybook · maintain-storybookKeeps Paperclip UI stories, fixtures and the storybook catalog aligned with the feature map and production UI.
  92. 92Maintain Verification Skill · maintain-verification-skillKeeps a project's verification skill and feature/agent access maps aligned with source code and live evidence.
  93. 93Set Up Code Maintenance Bot · setup-code-maintenance-botConfigures a Paperclip agent and scheduled routine that runs a code-maintenance skill and opens PRs.
  94. 94LLM Wiki Index Refresh · index-refreshRebuilds a wiki's index.md from the actual pages and logs the changes
  95. 95Wiki Ingest · wiki-ingestTurns a raw source document into interlinked, cited wiki pages for an LLM Wiki.
  96. 96Wiki Lint Audit · wiki-lintAudits an LLM wiki for contradictions, orphans, broken links and gaps, and reports findings without editing.
  97. 97Wiki Query · wiki-queryAnswers questions from an LLM wiki's pages and raw sources, with citations and named gaps
  98. 98Reflection Coach · reflection-coachReviews another agent's recent work and proposes small, evidence-backed improvements to its instructions.
  99. 99Prepare MCP Integration · prepare-mcp-integrationGuides an agent through researching and delivering a vendor MCP connector with human approval gates
  100. 100First Task Onboarding Guide · first-taskGuides your first Paperclip task: clarifies your goal, proposes a plan, and waits for your approval.
  101. 101Complain Channel · complainLets an agent silently submit a raw, unstructured complaint about its tooling to Paperclip storage.
  102. 102Paperclip Agent Hiring · paperclip-create-agentDraft and submit hire requests for new AI agents in a Paperclip company, with governance checks.
  103. 103PARA Memory Files · para-memory-filesGives an agent durable, file-based memory organized into projects, areas, resources and archives
  104. 104Suggestion Box · suggestion-boxQuietly sends improvement suggestions about agent friction to Paperclip's internal feedback store
  105. 105OpenDesign Contribution Flow · od-contributeGuides a non-coder through validating and opening a PR or issue on nexu-io/open-design
  106. 106Discovery Question Form · discovery-question-formLets an agent ask a short, structured set of clarifying questions before building a design.
  107. 107Todo Write Planning · todo-writeMakes the agent write a numbered plan before generating design artifacts and keep it updated.
  108. 108Archify Diagram Tuning · archify-tuningRuns experiments to measure and improve how well Archify generates accurate, readable diagrams
  109. 109DeerFlow Maintainer Orchestrator · deerflow-maintainer-orchestratorTriage DeerFlow GitHub issues and PRs with gh and draft or post review comments
  110. 110Engineer System Change · engineer-system-changeEvaluates and carries out software changes by checking the real need, consumers, and risks first
  111. 111Bootstrap Soul · bootstrapRuns a short onboarding chat to write a personalized SOUL.md identity file for your AI partner
  112. 112Find Skills · find-skillsHelps the agent search for and install other agent skills from the open skills ecosystem
  113. 113Skill Creator · skill-creatorHelps an agent create, test, benchmark and refine other agent skills
  114. 114Skill Reviewer · skill-reviewerAudits an existing agent skill for readiness, routing, safety and evidence without editing it.
  115. 115Build Project Tutor · build-projectGuides you through one hands-on AI engineering project stage at a time, with hints instead of answers.
  116. 116Check Understanding Quiz · check-understandingQuizzes you on a completed phase of the AI Engineering from Scratch course
  117. 117Claude Certification Tutor · claude-certificationGuides a learner through Claude certification prep lessons, labs, and mock exams from the GitHub repo
  118. 118Course Guide Router · course-guidePoints you to the exact lessons in the AI Engineering from Scratch course for any topic or bug.
  119. 119Interactive AI Engineering Tutor · learnTeaches the AI Engineering from Scratch course lesson by lesson, with quizzes and progress tracking.
  120. 120Learn Agent Skills Tutor · learn-agent-skillsGuides you through a five-lesson route on building, installing, securing and testing Agent Skills
  121. 121Learn MCP Tutor · learn-mcpGuides you through one Model Context Protocol lesson at a time, recording wire evidence as you go.
  122. 122Learn Reverse Engineering · learn-reverse-engineeringTeaches reverse engineering of your own compiled programs, one lesson per session, with evidence tracking
  123. 123Lesson Screen Tutor Viewer · lesson-screenLets a course tutor open a live browser lesson screen with figures, code traces and clickable predictions
  124. 124MCPA Certification Tutor · mcpa-certificationGuides you step by step through the MCPA certification lessons, labs, and mock exams.
  125. 125Start Learning Onboarding · start-learningSets up a personal AI engineering study plan (LEARNING.md) through a short interview and placement quiz.
  126. 126Skill Contract Reviewer · skill-contract-reviewerChecks an Agent Skill folder's SKILL.md structure and suggests the right skill primitives before building
  127. 127Skill Catalog Builder · skill-catalog-builderBuilds a bounded, collision-checked index of agent skills across discovery scopes before loading them
  128. 128Skill invocation router · skill-invocation-routerDecides which installed skill an agent should activate, with auditable allow-list and abstain rules
  129. 129Skill Release Gate · skill-release-gateChecks an Agent Skill bundle for structure, routing, safety and portability before release.
  130. 130Improve Front-End Rule · improve-ruleReview and raise the quality score of Front-End Checklist rule MDX files
  131. 131Upskill Skill Gap Planner · upskillFinds skill gaps across your tracked jobs and builds a prioritized learning plan with web-sourced resources
  132. 132Presentation Structure Editor · presentation-structureLets the agent edit a single-file HTML slide deck with correct numbering, levels and navigation
  133. 133Vibe to Agentic Framework · vibe-to-agentic-frameworkExplains the conceptual model behind a Claude Code presentation on moving from vibe coding to agentic engineering
  134. 134CLI-Hub Discovery Skill · cli-hub-meta-skillFind, preview and install command-line tools for professional software through the CLI-Hub catalog
  135. 135CLI-Anything Harness Builder · cli-anythingLets Codex build, test, validate and list CLI wrappers around GUI apps or source repos
  136. 136MacroCLI Harness Builder · cli-anythingBuilds a CLI-Anything harness that automates GUI apps via macros, file edits, and vision-driven steps
  137. 137CLI-Anything for Reasonix · cli-anythingGuides Reasonix to build, refine, test and validate CLI harnesses for GUI apps or repos
  138. 138Arbor Hypothesis Tree Refinement · arborRuns organized multi-experiment optimization of an artifact with dev/test evaluators and a persistent hypothesis tree.
  139. 139Autoskill: Propose Skills From Your Work History · autoskillAnalyzes your recent screen-history windows to spot repeated workflows and draft new skill proposals.
  140. 140Consciousness Council · consciousness-councilRuns a structured multi-perspective debate to weigh a hard decision or trade-off.
  141. 141ISO Standards Readiness Evidence Prep · iso-standards-readinessOrganizes ISO 13485, 14971, 17025 and 15189 readiness records for human review; no audits or certifications
  142. 142LatchBio Workflow Integration · latchbio-integrationBuild, register, debug and run bioinformatics pipelines on the Latch platform
  143. 143Skill Creation Guide · enGuides an AI chat agent to draft reusable skill packages for DeepTutor's Create mode.
  144. 144Skill Creation Assistant · zhGuides the agent to draft new DeepTutor skills as reusable playbooks for user review.
  145. 145Skill Creator · skill-creatorGuides the agent to design and write new DeepTutor skills (SKILL.md packages) well.
  146. 146Andru.ia Project Consultant · 00-andruia-consultantDiagnoses a new or existing AI project and drafts a Spanish task list and implementation plan
  147. 147Andru.ia Skill-Smith · 10-andruia-skill-smithGuides the agent to design, write, and validate new SKILL.md skills for the Andru.ia repository.
  148. 148AAS Stack Composer · aas-compose-stackCompose and validate a reviewed stack of AAS skills for a project, with optional evidence export.
  149. 149AAS Skill Discovery · aas-discoverFind and compare AAS skills for a specific task without installing them
  150. 150AAS Stack Reviewer · aas-review-stackReviews AAS stack manifests and plans in a Workbench view without applying any changes.
  151. 151Acceptance Orchestrator · acceptance-orchestratorDrives a coding task from issue to verified acceptance, stopping for evidence or human approval
  152. 152Commitment Triage for acc · accint-commitmentsLists an agent's open promises and closes them with honest outcome verdicts via acc tools
  153. 153acc Solve Loop · accint-solveRoutes goals through an external acc memory service and helps the agent reason over and submit intermediate frames.
  154. 154Agent Manager (tmux) · agent-manager-skillStart, stop, monitor and assign tasks to several local CLI agents running in tmux sessions.
  155. 155Agent Memory (agentMemory) · agent-memoryGives an agent a persistent, searchable memory of project knowledge that syncs to markdown files
  156. 156Agent Memory Discipline · agent-memory-disciplineTeaches an agent when to recall from long-term memory before acting and when to save decisions afterward.
  157. 157Agent Memory MCP · agent-memory-mcpGives an agent a local, searchable long-term memory of project decisions and patterns
  158. 158Agent Memory Systems · agent-memory-systemsDesign tenant-scoped memory, retrieval and retention for AI agents across sessions
  159. 159Agent Performance Improvement Workflow · agent-orchestration-improve-agentGuides an agent through analysing and systematically improving an existing AI agent's prompts and performance
  160. 160Multi-Agent Optimization Toolkit · agent-orchestration-multi-agent-optimizeGuides profiling and tuning of multi-agent systems for speed, cost, and reliability
  161. 161Agent Orchestrator · agent-orchestratorScans local skills, ranks them against a request, and drafts multi-skill coordination plans
  162. 162Agent Squad Orchestrator · agent-squadCoordinates a team of eight role-based agents (requirements through deployment) for software projects
  163. 163Alex the Planning Strategist · alexTurns confirmed requirements into an ordered, dependency-aware implementation checklist with milestones.
  164. 164Aria the System Architect · ariaDesigns data models, API contracts, and file structure for a system before it is built.
  165. 165Rex Requirements Analyst · rexTurns vague project ideas into a precise, structured requirements spec with user stories and open questions.
  166. 166Agent Tool Builder · agent-tool-builderDesign reliable tools (schemas, descriptions, validation, error handling, MCP) for AI agents
  167. 167AGENTS.md Generator · agents-generatorWrites project-specific AGENTS.md and rule files by reading a codebase's real toolchain
  168. 168Maintain AGENTS.md Files · agents-mdCreate, revise, or audit AGENTS.md instruction files using evidence from your repository
  169. 169AI Agent Development Workflow · ai-agent-developmentGuides an AI assistant through a phased process for designing and building AI agents
  170. 170AI Agent Benchmark Register · ai-agent-evaluation-benchmarkingDesigns a structured register for logging and comparing AI agent evaluation runs
  171. 171AI Agent Tool Routing Register · ai-agent-tool-routingDocuments tool schemas, permissions, limits and retry rules for an AI agent's tools
  172. 172AI Agents Architect · ai-agents-architectGuides the agent in designing autonomous AI agents with tools, memory, planning and safety limits
  173. 173AI Loop Development Workflow · ai-loopGuides an agent through a bounded spec, build, and review cycle with approval gates for risky work
  174. 174AI.MD CLAUDE.md Converter · ai-mdRewrites human-written CLAUDE.md rules into a structured-label format AI follows more reliably
  175. 175AI Wrapper Product Builder · ai-wrapper-productGuides building focused products on top of AI APIs, covering prompts, cost, rate limits and metering
  176. 176Anti-Deception Harness · anti-deceptionResists pressure to agree or overclaim, separating evidence from persuasion and stating uncertainty.
  177. 177Anti-Sycophancy Check · anti-sycophancyMakes the agent test your claims against evidence instead of simply agreeing with you
  178. 178Antigravity Maintainer Batch Release · antigravity-maintainer-batch-releaseGuides an agent through maintainer-only PR merge batches, reviews, and npm/GitHub releases for the AAS repository.
  179. 179Antigravity Skill Orchestrator · antigravity-skill-orchestratorPicks and combines other skills for complex tasks, skipping them for simple ones, and remembers what worked.
  180. 180Antigravity Workflows · antigravity-workflowsChains several skills into guided, checkpointed workflows for shipping an MVP, security audits, AI agents, QA, or DDD
  181. 181Knowledge Wiki · knowledge-wikiLets the agent build and maintain a persistent, linked personal knowledge base in markdown files.
  182. 182Skill Creator · skill-creatorLets the agent create, install, and update other agent skills from URLs, archives, or scratch.
  183. 183Draft Release Notes · draft-release-notesWrites Prisma 8 release notes from merged PRs, with breaking changes first, in a committed notes file.
  184. 184Product Direction Judge · product-directionJudges feature requests against a repo's written product direction and records each no with evidence
  185. 185Record Prisma Gotchas · record-gotchasLogs surprises and workarounds hit while using Prisma products, and files a Linear ticket for each
  186. 186Record upgrade instructions · record-upgrade-instructionsLets an agent write upgrade-instruction fragments for Prisma 8 breaking changes in a PR.
  187. 187Review Fetch Phase · review-fetch-phaseFetches a GitHub pull request's review state and renders it into summary files for triage
  188. 188Triage Contributor Pull Requests · triage-contributor-prSort open outside-contributor PRs to prisma/orm into evidence-backed verdicts without acting on them
  189. 189Lesson Quiz · lesson-quizQuizzes you on one Claude Code tutorial lesson with 10 questions and flags weak spots.
  190. 190Claude Code Self-Assessment · self-assessmentQuizzes you on Claude Code skills and builds a personalized learning path from your gaps.
  191. 191CLAUDE.md Writer · claude-mdCreates, updates, or audits CLAUDE.md project instruction files using concise best practices
  192. 192CLAUDE.md Authoring Guide · claude-mdCreates or audits a CLAUDE.md project instruction file so AI agents onboard quickly to a codebase
  193. 193CLAUDE.md Writer · claude-mdCreates or audits a CLAUDE.md project-instructions file following best practices for onboarding AI agents
  194. 194CLAUDE.md Writer and Auditor · claude-mdCreate, update, or audit CLAUDE.md and AGENTS.md project instruction files for AI coding agents
  195. 195CLAUDE.md Writer · claude-mdCreates or audits a concise CLAUDE.md project guide that gives AI agents onboarding context
  196. 196Claude Automation Recommender · claude-automation-recommenderAnalyzes a codebase and suggests Claude Code hooks, subagents, skills, plugins and MCP servers
  197. 197CLAUDE.md Improver · claude-md-improverAudits your CLAUDE.md project memory files and proposes targeted improvements after your approval.
  198. 198M5Stack Device Onboarding · m5-onboardDetects, flashes and provisions a plugged-in M5Stack ESP32 board with UIFlow and apps
  199. 199Example Command Skill · example-commandDemonstrates how to write a user-invoked slash-command skill with frontmatter options
  200. 200Example Skill Template · example-skillTeaches the agent the format and structure of Claude Code plugin skills, as a reference template.
  201. 201Agent Development Guide · agent-developmentLets the agent create well-structured Claude Code subagent files with triggers, prompts and tool limits
  202. 202Slash Command Developer · command-developmentTeaches the agent to write Claude Code slash commands with frontmatter, arguments, and file references
  203. 203Hook Development Guide · hook-developmentLets the agent write and validate Claude Code hooks that automate or check actions at key events.
  204. 204Plugin Settings Pattern · plugin-settingsTeaches an agent to store and read per-project plugin settings in .claude/*.local.md files
  205. 205Claude Code Plugin Structure Guide · plugin-structureScaffolds and organizes Claude Code plugins with the correct folder layout and manifest.
  206. 206Skill Development Guide · skill-developmentGuides the agent to design, write, and structure new Claude Code skills and their SKILL.md files.
  207. 207Build a Personal Skill · build-personal-skillTurn your own past course-making records into a reusable personal course-creation skill
  208. 208Deep Interactive Course Design · deep-interactivePlans courses where learners manipulate simulations, diagrams, code, games or 3D scenes
  209. 209Deep Research course design · deep-researchBuilds courses whose facts are researched, sourced and checked before teaching
  210. 210Feynman Learning Cycle · feynman-learningBuilds a teach-back classroom where learners explain a concept first, find gaps, and rebuild understanding
  211. 211Learning-to-Learn Lesson Embedding · learning-to-learnWeave study strategies like retrieval practice and self-explanation into concept lessons for OpenMAIC classrooms
  212. 212Masterclass Lecture Style · lecture-styleGuides an agent to build dense, continuous lecture-style courses with slides, long narration and rare checkpoints.
  213. 213Page Clone Skill · page-cloneMakes an agent build a new course page by copying an existing page's design and swapping in new words.
  214. 214Professional Course Editing · pro-editingSurgically edit pages of an existing OpenMAIC course without rebuilding it
  215. 215Spiral Curriculum Designer · spiral-curriculumPlans a multi-lesson series where core concepts return at deeper levels each time
  216. 216Stage Design Method · stage-designTeaches the agent a fixed step-by-step process for building one classroom stage in OpenMAIC
  217. 217Teacher Style Lessons · teacher-style-cloneTeaches a requested topic in the speaking and presentation style of an attached teacher's recorded lesson
  218. 218Vocational Task-Engine Course Design · vocationalPlans hands-on job-training courses as ordered work steps with tools, safety limits and GO/STOP checks
  219. 219Interactive Workshop Style · workshop-styleMakes an AI course-builder turn lessons into hands-on exercises, short slides and a final project.
  220. 220Zone-of-Proximal-Development Practice Lessons · zone-of-proximal-developmentDesign a diagnose-support-recheck practice lesson or run one guided practice cycle in chat.
  221. 221OpenMAIC Classroom Assistant · openmaicGuides you through setting up OpenMAIC, generating AI classrooms, or extending its code
  222. 222Parallel Feature Development · parallel-feature-developmentSplit a feature across multiple AI agents with file ownership rules to avoid merge conflicts
  223. 223Task Coordination Strategies · task-coordination-strategiesBreak complex work into parallel tasks, map dependencies, and balance workload across agent teams.
  224. 224Team Communication Protocols · team-communication-protocolsTeaches agent teams how to message each other, approve plans, and shut down cleanly.
  225. 225Team Composition Patterns · team-composition-patternsPlan how many agents to run in a team and which agent type fits each role
  226. 226Before You Build · before-you-buildRuns a quick pre-mortem on a product or feature idea before any code is written
  227. 227Context-Driven Development · context-driven-developmentKeeps project context docs (product, tech stack, workflow, tracks) in sync for AI-assisted work
  228. 228Employment Contract Templates · employment-contract-templatesDrafts employment contracts, offer letters, and HR policy documents using a template library
  229. 229On-Call Handoff Patterns · on-call-handoff-patternsRun smoother on-call shift handoffs with structured context transfer and escalation steps
  230. 230Prompt Engineering Patterns · prompt-engineering-patternsLets your agent write, test and refine prompts using proven techniques like few-shot examples and chain-of-thought.
  231. 231Checkpoint Promotion Gate · checkpoint-promotionDecide whether a fine-tuned model ships, using drift budgets, paired comparison and forgetting checks
  232. 232Eval Harness First · eval-harness-firstBuild the measurement setup (test sets, graders, judge checks, baselines) before any fine-tuning run.
  233. 233Fine-Tuning Method Selection · finetuning-method-selectionDecides whether fine-tuning is worth it, then routes to the right method and model size class.
  234. 234Trace To Training Data · trace-to-training-dataTurns graded agent traces and logs into SFT and preference-pair training data, with hygiene checks.
  235. 235PluginEval Evaluation Methodology · evaluation-methodologyExplains how skill quality is scored and how to interpret and improve those scores
  236. 236Security Requirement Extraction · security-requirement-extractionTurns threat models and business context into testable security requirements and test cases
  237. 237Codebase Scanner · scanWrites project docs and agent instructions (AGENTS.md) by scanning your codebase
  238. 238Session Guard · session-guardKeeps long AI sessions from drifting by monitoring tool-call count and re-reading rules after compaction
  239. 239Startup Team Composition Planner · team-composition-analysisPlan hiring, salaries, equity and org structure for pre-seed to Series A startups
  240. 240Superself Project State · superselfLets an agent read and write a project's goals, decisions and work log via the self CLI
  241. 241Awesome Copilot Code Review · code-reviewReviews pull requests to the awesome-copilot repository for fit, value, provenance and maintainability.
  242. 242Create Canvas Extension · create-canvas-extensionScaffolds and registers reusable canvas extensions and plugin manifests in the awesome-copilot repo.
  243. 243Acquire Codebase Knowledge · acquire-codebase-knowledgeMaps an existing codebase into seven structured docs covering stack, structure, architecture, and risks.
  244. 244Generate AI Agent Instructions · acreadiness-generate-instructionsWrites tailored instruction files that guide Copilot and other AI coding agents in your repo
  245. 245AI Agent Architecture Designer · agent-architectureDesign or audit an AI agent's architecture, with justified decisions and verification steps, without implementing it
  246. 246Agent Skill Stack Builder · agent-skill-stackFind, vet and assemble a minimal set of agent skills for a multi-step goal
  247. 247Agentic Evaluation Patterns · agentic-evalTeaches an agent to critique and iteratively refine its own outputs using rubrics and test loops.
  248. 248AI Prompt Safety Review · ai-prompt-engineering-safety-reviewReviews a prompt for safety, bias, security and effectiveness, then rewrites it with fixes.
  249. 249AI Ready Repo Setup · ai-readyInstalls a separate upstream skill that prepares a repo for AI coding agents
  250. 250AI Team Orchestration · ai-team-orchestrationSets up and coordinates a small producer, developer, and QA agent team for a project
  251. 251Audit Integrity Checks · audit-integrityMakes an agent verify security findings with code evidence and score reports before delivery
  252. 252Autoresearch Experiment Loop · autoresearchRuns an autonomous try-measure-keep-or-revert loop to improve a measurable metric in your code.
  253. 253Bench Read · bench-readLets the agent read shared work files left by other agent desks in a workshop folder.
  254. 254Boost Prompt · boost-promptInteractively refines a rough task into a detailed prompt and copies it to your clipboard.
  255. 255Epic Architecture Planner · breakdown-epic-archTurns a product requirements doc into a high-level technical architecture plan for an epic.
  256. 256Copilot CLI Mastery · cli-masteryTeaches you the GitHub Copilot CLI through lessons, quizzes, scenarios and a final exam.
  257. 257Cloud Design Patterns Guide · cloud-design-patternsGives the agent a reference library of 42 cloud architecture patterns to guide system design reviews
  258. 258Copilot CLI Quick Start · copilot-cli-quickstartTeaches you GitHub Copilot CLI step by step, with separate developer and non-developer lessons and Q&A.
  259. 259Create AGENTS.md File · create-agentsmdGenerates an AGENTS.md guide so coding agents can work effectively in your repository
  260. 260Create Implementation Plan · create-implementation-planWrites structured, step-by-step implementation plan files for features, refactors, upgrades, or infrastructure.
  261. 261Create Specification Files · create-specificationWrites structured requirements specs in Markdown that AI agents can read and follow.
  262. 262Technical Spike Document Creator · create-technical-spikeCreates time-boxed research documents to settle a critical technical decision before coding starts.
  263. 263Desk Journal · desk-journalKeeps a persistent work log so an agent can pick up where it left off across sessions.
  264. 264Open a Desk · desk-openSets up a persistent journal-based workspace folder so an agent can resume a workstream across sessions.
  265. 265AI Workflow Diagnostics · diagnoseAudits an AI agent workflow across 5 quality dimensions and returns a scored report with fixes.
  266. 266Finalize Agent Prompt · finalize-agent-promptPolishes a prompt file's structure, wording and grammar for end users, keeping its intent.
  267. 267First Ask Task Refiner · first-askMakes the agent interview you about scope and deliverables before starting a task
  268. 268Anitta Challenge Profile · from-the-other-side-anittaMakes the agent challenge assumptions and calibrate claims to evidence before conclusions
  269. 269Quinn Collaboration Profile · from-the-other-side-quinnGives the agent a curious, energetic, execution-focused collaboration persona for building things together.
  270. 270From the Other Side: Vega · from-the-other-side-vegaReflective patterns from an AI partner's long collaboration, to guide a persona's tone and trust-building
  271. 271Gap Analysis to GitHub Issues · gen-specs-as-issuesFinds missing features in a codebase, scores them, and drafts specs as GitHub issues
  272. 272OMC Skill Dispatcher · commandsRoutes /oh-my-claudecode:skill requests to the full bundled skill instructions
  273. 273Agent Doc Discipline · agent-doc-disciplineWrites agent-facing documents so a fresh agent session can act on them by reading alone
  274. 274Architecture Survey · architecture-surveyFinds and ranks code modules that are hard to change, without editing anything.
  275. 275Ask Advisor Router · askSend a prompt to a local Claude, Codex, Gemini, Grok, Cursor or Muse CLI and save the answer as a file.
  276. 276Ask Navigator · ask-navigatorMaps a murky effort into decision tickets on your repo's issue tracker, one question at a time, until the route is clear.
  277. 277Autoresearch Improvement Loop · autoresearchRuns a bounded, evaluator-driven improvement loop on one mission and logs every iteration
  278. 278Configure Notifications · configure-notificationsSet up Telegram, Discord, or Slack alerts for when your agent sessions end or need input.
  279. 279Deep Interview · deep-interviewAsks one question at a time to turn a vague idea into a clear, approved spec before work starts
  280. 280Deep Codebase Init · deepinitGenerates hierarchical AGENTS.md docs so AI agents understand each folder of a codebase
  281. 281Drydock Shared Repo Harness · drydockSets up shared CLAUDE.md and GLOSSARY.md files so humans and agents share one repo context
  282. 282Intent Intake · intentTurns a support chat log into a reviewed five-section intent.md spec for engineering
  283. 283Skill Router Map · mapPoints the agent to the right oh-my-claudecode skill for a given job, without executing anything itself.
  284. 284OMC Doctor Diagnostics · omc-doctorDiagnoses and repairs oh-my-claudecode installs: version checks and legacy hook cleanup
  285. 285OMC Setup Wizard · omc-setupInstalls or repairs oh-my-claudecode and walks you through its configuration.
  286. 286Ralplan Consensus Planner · ralplanTurns vague coding requests into a reviewed, approval-pending plan before any code is changed
  287. 287Refit: Environment Retrospective · refitTurns recorded agent friction into approved fixes to checks, docs, tooling, or access.
  288. 288Remember: Organise Session Knowledge · rememberSorts useful findings from a session into the right project memory, notepad, or docs file.
  289. 289Self-Improve Code Loop · self-improveRuns an autonomous loop that proposes, benchmarks and keeps code changes that raise a target score.
  290. 290Local Skill Manager · skillLets the agent list, add, edit, search and remove your local oh-my-claudecode skills.
  291. 291Skillify: Turn Workflows into Skills · skillifyTurns a repeatable workflow from your current session into a reusable skill file draft.
  292. 292LLM Wiki Knowledge Base · wikiKeeps a persistent, searchable markdown wiki of project knowledge that grows across sessions
  293. 293PR Labeling for skills CLI · pr-labelingAutomatically labels skills CLI pull requests as bug, documentation, or enhancement.
  294. 294PR Bug-Fix Triage · triageReviews new skills CLI pull requests and flags focused, evidence-backed bug fixes for maintainers.
  295. 295Find Skills · find-skillsHelps the agent search for and install other agent skills from the open skills ecosystem
  296. 296Nuwa Persona Distiller · huashu-nuwaBuilds a thinking-framework persona skill for any public figure or topic, from web research and your own materials.
  297. 297Feynman Thinking Framework · feynman-perspectiveMakes the agent reason like physicist Richard Feynman: test understanding, spot cargo-cult practices, explain with analogies.
  298. 298Book-to-Skill Converter · book-to-skillTurns books and documents into reusable agent skills with frameworks, principles and techniques
  299. 299CTI Attack Pattern Library Builder · building-attack-pattern-library-from-cti-reportsExtracts attack behaviors from threat reports and catalogs them as ATT&CK-mapped STIX patterns
  300. 300C2 Redirector Infrastructure Builder · building-c2-redirector-infrastructureBuilds traffic-filtering C2 redirector servers that forward only implant-matching traffic to a hidden team server.
  301. 301cognee CLI Memory Commands · cognee-cliDrive the cognee memory graph from the terminal: remember, recall, forget, improve, and migrations.
  302. 302Cognee Community Packages · cognee-communityGuides use and contribution of cognee community database, connector and task plugins
  303. 303Session memory and improve() · cognee-improve-sessionsExplains and operates cognee's session memory and the improve() pipeline that bridges it into the graph
  304. 304Ingest data with remember() · cognee-ingestionTeaches the agent to load text, files, folders, URLs, repos and databases into cognee memory via remember().
  305. 305Cognee Integrations Setup · cognee-integrationsGuides an agent through configuring cognee's LLM, embedding, database, storage, and MCP server settings
  306. 306Query Cognee Memory with recall() · cognee-recallTeaches an agent to search cognee memory with recall(), pick search types, and debug empty results
  307. 307Import Coding-Agent Sessions · multiagent-memory-setupLoad your past Claude Code and Codex sessions into cognee memory and ask questions over them.
  308. 308Self-hosted notes companion · self-hosted-companionChat with an AI companion that remembers your notes folder and past chats, running locally
  309. 309Cognee Memory Skill · cogneeLets an agent store documents and chat context in a knowledge graph and query it later
  310. 310Skill Feedback Writer · skill-feedback-writerReviews another skill's output and writes feedback on what instruction is missing
  311. 311Brownfield Template Adoption Audit · adoptAudit existing project artifacts for format compliance and produce a numbered migration plan
  312. 312Art Bible Author · art-bibleWrites a game's visual identity document, section by section, before asset production starts
  313. 313Game Concept Brainstormer · brainstormGuides you from a rough idea to a written one-page game brief ready for building
  314. 314Consistency Check for Game Design Docs · consistency-checkScans game design documents for values that contradict the project's entity registry.
  315. 315Content Audit · content-auditCompares planned game content counts in design docs against what's implemented
  316. 316Create Architecture Blueprint · create-architectureGuides an agent through writing a whole-system architecture document before code is written.
  317. 317Control Manifest Builder · create-control-manifestTurns accepted architecture decisions into a flat must-do and never-do rules sheet for programmers
  318. 318Design Review · design-reviewReviews a game design document for completeness, consistency and implementability before programmers start
  319. 319Design System GDD Author · design-systemGuides you section by section through writing a game design document for one game system.
  320. 320Phase Gate Check · gate-checkChecks whether a game project is ready to move to its next development phase, with a formal verdict.
  321. 321Studio Help: What Next? · helpWorks out where your game project is in its pipeline and suggests the next step.
  322. 322Map Systems · map-systemsBreaks a game concept into systems, maps their dependencies, and sets the design order.
  323. 323Project Onboarding Guide · onboardGenerates a role-specific onboarding doc for a game project contributor or agent
  324. 324Project Stage Detection · project-stage-detectWork out where a game project stands in development and what gaps remain
  325. 325Reverse Documentation · reverse-documentWrites design or architecture docs by working backwards from existing game code
  326. 326Skill Improve Loop · skill-improveIteratively test, fix, and retest a SKILL.md file, keeping changes only if the static/category score improves.
  327. 327Skill Test Validator · skill-testLints and checks other skill and agent files for structure, rubric fit and coverage
  328. 328Guided Onboarding · startWalks a new user from zero to their first game-dev step, picking the right workflow
  329. 329Story Done · story-doneVerifies a finished game story's acceptance criteria and closes it with a report
  330. 330Team Level Orchestrator · team-levelCoordinates a set of AI sub-agents to design a complete game level or area, with optional approval gates.
  331. 331Team UI Pipeline · team-uiRuns a multi-agent UX pipeline to design, build, and review a game UI screen or HUD.
  332. 332IT Administrator Persona · persona-it-adminGuides an agent to act as a Google Workspace IT admin: review security, audit logs, and sharing policies
  333. 333Persona Researcher · persona-researcherOrganizes research papers, notes, and data across Google Drive, Docs, Sheets and Gmail via the gws CLI
  334. 334Reference Skillpack Explainer · reference-packExplains how third-party gbrain skillpacks are structured and scored by the doctor tool
  335. 335Brain Ingest Gate · brain-ingest-gateChecks for duplicates and existing named pages before anything is written into a gbrain knowledge base
  336. 336Brain Link Discipline · brain-link-disciplineMakes the agent always send a working, verified link to any brain page it reports, in the same message.
  337. 337Brain Operations · brain-opsLets an agent check and update a personal knowledge base (the 'brain') before answering, with citations and back-links.
  338. 338Concept Synthesis · concept-synthesisDedupe and tier your concept notes into a ranked intellectual map, with a reversible cull pass.
  339. 339Context Stack Audit · context-auditAudits always-loaded agent context files for token bloat, redundancy and contradictions, with a ranked report
  340. 340Correction Pipeline · correction-pipelineTraces a user-flagged factual error to its source and fixes it in the brain, memory, or facts table.
  341. 341Enrich Brain Pages · enrichBuilds and updates person and company pages with cited facts, timelines and cross-links
  342. 342Functional-Area Resolver · functional-area-resolverShrinks an agent's routing file by grouping many skills into a few functional-area dispatchers
  343. 343Idea Ingest · idea-ingestSaves links and articles into a personal knowledge base with analysis and cross-links
  344. 344Brain Ingest Router · ingestRoutes meetings, articles, videos and notes into a personal knowledge brain with cited pages
  345. 345Brain Health Maintenance · maintainChecks and repairs the health of a GBrain knowledge base: links, stale pages, citations, and scores.
  346. 346MCP access and admin · mcp-accessManage a GBrain server's MCP clients, permissions, OAuth setup and owner dashboard login
  347. 347Postgres Adopt · postgres-adoptDetect your gbrain database engine and safely move a brain from PGLite to Postgres
  348. 348Brain Query Skill · queryAnswers questions from your gbrain knowledge base with citations and gap flags
  349. 349Repo Architecture Filing Rules · repo-architectureDecides which folder a new brain page belongs in, based on its primary subject
  350. 350Resolve Before Asking · resolve-before-askingMakes the agent check its own brain, sources and the web before asking you who someone is.
  351. 351Signal Detector · signal-detectorQuietly captures your original ideas and mentioned people/companies into a personal brain, after opt-in.
  352. 352gbrain Advisor · gbrain-advisorCoaches you on getting more from your gbrain setup, with read-only checks and asks before any fix
  353. 353Ask User Choice Gate · ask-userMakes the agent present 2-4 clear options and pause until you choose before acting.
  354. 354Brain Taxonomist · brain-taxonomistDecides the correct folder path for new pages in a gbrain knowledge base, based on its active schema.
  355. 355Live ChatGPT and Claude Sync · chat-connectorsConnects a ChatGPT or Claude account and keeps its chat history synced into your brain.
  356. 356Citation Graph Ingest · citation-graph-ingestBuilds typed citation edges (overrules, relies_on, etc.) across a document corpus in gbrain.
  357. 357Cold Start Brain Bootstrapping · cold-startGuides the agent through importing your email, calendar, contacts and files into a new brain in phases.
  358. 358Company Brain Sanitizer · company-brainifyStrips sensitive HR and personal data from a personal brain to make a safe shared team brain.
  359. 359Cross-Modal Review · cross-modal-reviewGets a second, different AI model to check your work before you commit it
  360. 360EIIRP Post-Work Organizer · eiirpFiles finished research and analysis into the brain and checks skills are organized after big work sessions
  361. 361Frontmatter Guard · frontmatter-guardValidate and safely repair YAML frontmatter on gbrain brain pages, with user-approved fixes.
  362. 362GBrain Self-Upgrade · gbrain-upgradeKeeps the gbrain tool updated, asking or acting based on the user's chosen update mode.
  363. 363Migrate Notes into GBrain · migrateImport notes from Obsidian, Notion, Logseq, CSV, JSON or Roam into the GBrain knowledge store
  364. 364Schema Author · schema-authorLets an agent add, audit and backfill page types in a personal knowledge brain's schema pack.
  365. 365Schema Unification Migration · schema-unifyMigrates a gbrain knowledge base from its old 94-type page scheme to a 15-type canonical taxonomy.
  366. 366GBrain Memory Setup · setupGives an existing AI agent a keyless, persistent memory store and walks through safe install or repair
  367. 367Skill Creator · skill-creatorGuides the agent to create new GBrain-conformant skills, checking for overlap and updating the manifest and resolver.
  368. 368Skill Optimizer · skill-optimizerTunes an existing agent skill's SKILL.md against a benchmark, keeping only validated improvements.
  369. 369Skillpack Health Check · skillpack-checkLets an agent report whether a gbrain install is healthy and list suggested repairs without running them
  370. 370Soul Audit Identity Builder · soul-auditRe-run or deepen your agent's identity interview and re-render its identity files from your answers
  371. 371Two-Tier Extraction · two-tier-extractionTriage large content piles cheaply, then deep-read only the items that matter.
  372. 372Webhook Event Transforms · webhook-transformsTurns incoming webhook events (SMS, meetings, social mentions) into structured brain pages.
  373. 373Mars Voice Persona · voice-persona-marsPuts an AI voice agent into an introspective thought-partner or demo mode, read-only, English-only.
  374. 374Retrieval Reflex · retrieval-reflexMakes the agent look up a named person, company, or project in your brain before answering from memory.
  375. 375Skill Autobench Eval Author · skill-autobenchWrites a test suite for an existing agent skill from its real usage history and corrections
  376. 376Skillify Meta Skill · skillifyTurns a raw feature into a tested, evaluated, resolvable agent skill, and improves existing skills.
  377. 377Skillpack Harvest · skillpack-harvestLifts a proven skill from a private agent fork into gbrain's shared bundle, scrubbed of personal details.
  378. 378Cursor Agent Provider · add-cursorLets NanoClaw run groups on Cursor's local Agent SDK, alongside or instead of Claude
  379. 379Add DeltaChat Channel · add-deltachatConnect a NanoClaw agent to DeltaChat so it can chat with you over encrypted email.
  380. 380Add Discord Channel · add-discordConnects a NanoClaw agent to a Discord bot so you can chat with it in Discord.
  381. 381Emacs Channel for NanoClaw · add-emacsLets you chat with a NanoClaw agent from inside Emacs via a local HTTP bridge.
  382. 382Add GitHub Channel · add-githubLets a NanoClaw agent take part in GitHub PR and issue comment threads via a bot account.
  383. 383Add iMessage Channel · add-imessageLets NanoClaw send and receive iMessage via a local Mac or a hosted photon.codes line.
  384. 384Add Karpathy LLM Wiki · add-karpathy-llm-wikiGives a NanoClaw group a persistent, agent-maintained wiki knowledge base based on Karpathy's pattern.
  385. 385Linear Channel Integration · add-linearLets the agent join Linear issue comment threads and answer every comment
  386. 386Add Mnemon Persistent Memory · add-mnemonGives NanoClaw Claude agents graph-based memory that persists across container restarts
  387. 387OneCLI Gateway Access · onecli-gatewayLets the agent call external APIs like Gmail or GitHub with credentials injected by a proxy
  388. 388Resend Email Channel Setup · add-resendConnects the NanoClaw assistant to email via Resend so you can chat with it by email.
  389. 389Add Signal Channel · add-signalLets your NanoClaw assistant send and receive Signal messages from your existing phone number.
  390. 390Add Slack Channel · add-slackLets an AI agent connect to Slack as a bot for DMs and channel chat
  391. 391Microsoft Teams Channel Setup · add-teamsConnects NanoClaw to Microsoft Teams so the assistant can chat in team channels and DMs.
  392. 392Add Webex Channel · add-webexLets NanoClaw receive and reply to messages in Cisco Webex spaces via a Webex bot
  393. 393Add WeChat Channel · add-wechatConnect a personal WeChat account to NanoClaw so the agent can chat with you there.
  394. 394WhatsApp Channel Setup · add-whatsappConnects NanoClaw to WhatsApp via a linked device, with QR or pairing-code login and a shared-number risk warning.
  395. 395WhatsApp Cloud Channel Setup · add-whatsapp-cloudConnects NanoClaw to WhatsApp via Meta's official Business Cloud API, step by step.
  396. 396NanoClaw Customization Guide · customizeGuides an agent through adding channels, integrations, or behavior changes to a NanoClaw install
  397. 397Init First Agent · init-first-agentWires your first NanoClaw agent to a chat channel and sends a welcome DM to verify delivery.
  398. 398Learn: Distill Skills · learnTurns a directory, URL, notes, or the current chat into a reusable NanoClaw SKILL.md
  399. 399Manage Channels · manage-channelsWire messaging channels to agent groups and configure isolation, threading and access
  400. 400Migrate from OpenClaw · migrate-from-openclawGuides moving an OpenClaw install's identity, channels, and scheduled tasks into NanoClaw v2
  401. 401Slack Agent-to-Agent Rooms · slack-a2a-roomsLets NanoClaw Slack bots converse with each other and a human in a shared group DM, with loop limits.
  402. 402Slack Agent Flow · slack-agent-flowLets an existing Slack agent create new agents that arrive in Slack as their own bots, with a shared room.
  403. 403Slack Sibling-Agent Rules · slack-construct-agentsGives an agent standing rules for working in shared Slack rooms with sibling agents.
  404. 404Update installed skills · update-skillsRefresh NanoClaw channel and provider code safely, with a strict pass/fail check
  405. 405Self-Customize Agent · self-customizeLets an AI agent modify its own setup: install packages, add MCP servers, or edit its code and instructions.
  406. 406Channel Welcome Onboarding · welcomeGreets new chat users and gives a guided, one-capability-at-a-time tour of the agent
  407. 407agentmemory Agent Connector · agentmemory-agentsWires the agentmemory memory server into supported coding agents like Claude Code, Cursor and Codex
  408. 408agentmemory Architecture Guide · agentmemory-architectureExplains how the agentmemory memory server is built, stored, and served locally
  409. 409agentmemory Setup and Diagnostics · agentmemory-configSet up, connect and troubleshoot the local agentmemory memory server and its settings.
  410. 410agentmemory Lifecycle Hooks · agentmemory-hooksLets an agent automatically record its work sessions to memory, without manual saves
  411. 411agentmemory MCP Tools Map · agentmemory-mcp-toolsLets an agent pick and correctly call the right agentmemory memory tool via MCP
  412. 412agentmemory REST API · agentmemory-rest-apiLets an agent save and recall memories by calling a local agentmemory server over HTTP
  413. 413Forget Memories · forgetSafely delete selected agentmemory entries after showing matches and getting your explicit yes
  414. 414Session Handoff Resume · handoffResume your last agent session in this project, starting with any open question
  415. 415Lesson Recorder · lessonSaves your corrections as confidence-weighted rules that resurface before similar future work.
  416. 416Memory Discipline Loop · memory-disciplineTeaches an agent when to recall past context and when to save decisions to persistent memory
  417. 417Recall Past Memories · recallSearches an agent's saved memory of past sessions for a topic and reports only what it finds.
  418. 418Session Recap · recapSummarizes your recent agent sessions for the current project, grouped by date with highlights
  419. 419Remember: Save Insights to Memory · rememberSaves decisions and facts to long-term agentmemory storage with searchable tags
  420. 420Session History Timeline · session-historyShows a clean, accurate timeline of recent past work sessions on a project
  421. 421Write agentmemory Skill · write-agentmemory-skillGuides writing or updating agentmemory skill files to a consistent, tiered format
  422. 422PicoClaw Agent Helper · picoclaw-agentGuides an agent to configure, debug, and extend the PicoClaw assistant using its own commands and config
  423. 423Skill Creator · skill-creatorGuides the agent to write, update, and review SKILL.md-based skills
  424. 424Agent Launcher Orchestrator · agent-launcher-orchestratorGuides building, launching, grading and scheduling a Claude Managed Agent in your own account.
  425. 425Grade and Iterate Agent Loop · grade-iterateGrade an AI agent's output against a rubric and retry within a fixed iteration cap
  426. 426Interview to Agent Build Sheet · interviewScopes a Claude Managed Agent through an interview and produces a plan, without needing an API key.
  427. 427Run Without You · run-without-youTurns a tested AI agent into a recurring scheduled job with cron timing and DST checks.
  428. 428Stage and Launch Managed Agent · stage-launchTurns a validated build sheet into API payloads and a resumable launch script you run with your own Anthropic key.
  429. 429Wrap-up Agent Closeout · wrap-upRecap what a launched Claude Managed Agent owns, regenerate its overview page, and suggest next upgrades.
  430. 430Business Growth Skills Router · business-growth-skillsRoutes sales, customer-success and revenue requests to the right business skill
  431. 431Internal Change Communications Planner · internal-commsDrafts a sequenced employee change-announcement package with timing, FAQ and manager talking points
  432. 432Company Architect · arquiteto-de-empresaGuides you through building a company as a folder of linked markdown files that AI agents can read.
  433. 433Chief AI Officer Advisor · chief-ai-officer-advisorAdvises on AI build-vs-buy, regulatory risk tiers, API-vs-self-hosted costs, and AI hiring for startups
  434. 434Chief Customer Officer Advisor · chief-customer-officer-advisorAdvises on retention decomposition, customer segmentation, CS team coverage and CS hiring sequence
  435. 435Chief Data Officer Advisor · chief-data-officer-advisorGives strategic advice on AI training data rights, data architecture, data asset valuation and data hiring.
  436. 436Board Meeting Prep · board-prepPrepare for tough board meetings with numbers drills, hard-question lists, and a candid narrative
  437. 437Pre-Mortem Plan Challenge · challengeStress-test a plan by imagining it failed and working backwards to find weak assumptions
  438. 438Executive Mentor · executive-mentorStress-tests plans and decisions with blunt questions, board prep, and honest post-mortems.
  439. 439Hard Call Decision Framework · hard-callStructured thinking for decisions where every option is painful, like layoffs or shutdowns.
  440. 440General Counsel Advisor · general-counsel-advisorTriage startup contracts, term sheets, IP and regulatory exposure before you involve a lawyer
  441. 441Inter-Agent Protocol · agent-protocolLets C-suite agent roles query each other safely, with loop limits and structured replies.
  442. 442Board Meeting Protocol · board-meetingRuns a structured multi-perspective executive board meeting on a strategic question
  443. 443C-Level Advisory Bundle Index · c-level-skillsNavigate and route to 33 executive advisor skills covering C-suite roles and decisions
  444. 444CEO Advisor · ceo-advisorGives an AI agent executive-level frameworks for strategy, board prep, fundraising and culture
  445. 445Change Management Playbook · change-managementPlan and communicate org, process, and strategy changes using the ADKAR model.
  446. 446Chief of Staff Orchestrator · chief-of-staffRoutes founder questions to the right C-suite advisor roles and convenes simulated board meetings
  447. 447CHRO People Advisor · chro-advisorPlans hiring, compensation bands, org structure and retention for scaling companies.
  448. 448CISO Security Advisor · ciso-advisorGives security leadership guidance: dollar-based risk, compliance sequencing, incident and board reporting.
  449. 449Company Operating System · company-osSets up weekly scorecards, accountability charts, issue resolution and 90-day priorities for a company
  450. 450Company Context Engine · context-engineLoads and maintains your company profile so C-suite advisor skills give specific, privacy-aware advice
  451. 451CPO Product Strategy Advisor · cpo-advisorGuides product vision, portfolio bets, PMF measurement and product org design like a chief product officer.
  452. 452CRO Advisor · cro-advisorGives your agent B2B SaaS revenue-leadership frameworks for forecasting, pricing, NRR and sales planning.
  453. 453C-Suite Founder Onboarding · cs-onboardRuns a structured founder interview and saves a company context file that other C-suite advisor skills use.
  454. 454CTO Advisor · cto-advisorGives agents CTO-level frameworks for tech debt, team scaling, architecture decisions and tech strategy
  455. 455Culture Architect · culture-architectHelps an agent design, measure and evolve company values, culture codes and rituals.
  456. 456Decision Logger · decision-loggerKeeps a searchable log of board meeting decisions, action items and conflicts for an AI advisory team.
  457. 457Founder Development Coach · founder-coachCoaches founders on delegation, energy, calendar audits, burnout and leadership growth
  458. 458Internal Narrative Builder · internal-narrativeKeeps a company's story consistent across employees, investors, customers and candidates
  459. 459M&A Playbook · ma-playbookGuides an agent through acquisition or sale-of-company strategy, diligence, valuation, and integration
  460. 460Org Health Diagnostic · org-health-diagnosticScores a company's 8 functional areas traffic-light style and flags at-risk ones.
  461. 461Scenario War Room · scenario-war-roomModels compound what-if scenarios across business functions, with cascades, triggers and hedges
  462. 462Strategic Alignment Checker · strategic-alignmentFinds orphan goals, conflicting OKRs and coverage gaps between company strategy and team goals.
  463. 463Boardroom Deliberation · boardroomRuns a multi-executive board-style debate on a strategy brief and writes a voted memo with dissent
  464. 464Strategy Brief Generator · briefTurns a strategic question into a one-page brief with options, assumptions, and success criteria
  465. 465C-Level Executive Team · c-level-agentsGives your agent a virtual C-suite of advisors to review, debate and log founder decisions
  466. 466CAIO Review for AI Plans · caio-reviewPressure-tests AI plans with six executive-style questions and a SHIP/SHARPEN/BLOCK verdict
  467. 467CDO Plan Review · cdo-reviewPressure-tests data plans (training data, architecture, productization, hiring) with six forcing questions
  468. 468CPO Review Forcing Questions · cpo-reviewPressure-tests a product roadmap or feature with six product-leader questions before you commit to building it
  469. 469CTO Architecture Review · cto-reviewPressure-tests an architecture or scaling plan with six CTO-style questions before you commit
  470. 470Log Founder Decisions · decideRecords an approved boardroom memo as a durable decision log with success and kill criteria.
  471. 471Founder Question Auto-Router · founder-modeRoutes a founder's strategic question to the right C-level advisor or a multi-role boardroom session.
  472. 472Decision Cooldown Lock · freezeLocks a major business decision for a cooling-off period so it isn't reversed on impulse.
  473. 473Founder Six-Question Interrogation · office-hoursMakes the agent pressure-test a founder's strategy idea with six forcing questions before giving advice
  474. 474Company Onboarding Interview · onboardInterviews a founder and saves a company context file that other C-suite advisor skills read.
  475. 475Decision Post-Mortem · post-mortemScores a past business decision against its pre-set success criteria and original dissent
  476. 476Compliance OS multi-framework orchestrator · compliance-osMaps which compliance frameworks apply, their control overlap, mock audits, and a unified evidence checklist
  477. 477Extract Patterns into Skills · extractTurns a recurring fix or debugging lesson into a reusable, installable skill folder.
  478. 478Auto-Memory Review · memory-reviewAudits Claude Code's auto-memory to suggest what to promote, prune, merge or fix.
  479. 479Memory Status Dashboard · memory-statusShows how full and healthy an agent's project memory files are, with cleanup recommendations.
  480. 480Promote Learnings to Rules · promoteTurns a proven note from Claude's auto-memory into a permanent CLAUDE.md or rules file instruction
  481. 481Remember Knowledge Explicitly · rememberSave a lesson or project fact to Claude's auto-memory so it carries across future sessions.
  482. 482Self-Improving Agent · self-improving-agentCurates Claude Code's auto-memory into permanent project rules and reusable skills
  483. 483Engineering Team Skills Index · engineering-skillsRoutes an agent to the right engineering specialist skill among 32 bundled roles
  484. 484Agent Reproduce Align · agent-reproduce-alignCompare Qwen Code against a Codex or Claude Code reference run and iterate until behavior matches
  485. 485Agent Reproduce Feature · agent-reproduce-featureCapture a Codex or Claude Code feature's traffic and state, then implement it in Qwen Code
  486. 486PR and Issue Gatekeeper · triageTriage GitHub issues and pull requests for Qwen Code maintainers in staged, bilingual comments
  487. 487Generated UI Calculator · generated-uiShows interactive calculators, simulators and comparisons inside the chat so you can adjust inputs and see results.
  488. 488Agent Delegation Prompt Guide · agent-delegationGuides the agent to write clear, well-scoped prompts when handing tasks to subagents
  489. 489Coordinate Qwen Code Teammates · coordinateLead a small team of read-only investigators and one optional writer inside Qwen Code.
  490. 490Extension Creator · extension-creatorScaffold, customize, validate and locally test Qwen Code extensions
  491. 491Goal Drafting Assistant · goal-draftTurns a fuzzy intention into a checkable /goal objective with binary done-checks, limits, and a block protocol.
  492. 492Workflow Creator · workflow-creatorLets the agent save reusable multi-step Dynamic Workflow scripts under .qwen/workflows
  493. 493zvec-grep Installer · zvec-grep-installGuided, consent-gated install of zvec-grep (zg) and its connection to Qwen Code
  494. 494Desktop Brand Builder · desktop-brand-builderBuild a white-label Qwen Code desktop app with your own name, logo and installer
  495. 495Code Review (Moved) · code-reviewPoints the agent to the maintained code-review skill and how to install it
  496. 496Intended vs Implemented (moved) · intended-vs-implementedPoints the agent to the new home of a code-vs-docs drift checker and explains how to install it
  497. 497Shipping Artifacts (moved notice) · shipping-artifactsPoints the agent to the new home of the shipping-artifacts skill and how to install it
  498. 498Opportunity Solution Tree · opportunity-solution-treeStructure product discovery by mapping an outcome to opportunities, solutions and experiments
  499. 499Lean Canvas Builder · lean-canvasDrafts a one-page Lean Canvas business model to test a startup idea's assumptions
  500. 500Distilly Profile and Person Builder · distillySets up an owner profile and distills colleague, relationship or celebrity material into reusable person profiles for agents.
  501. 501CE Skill Work · ce-skill-workGuides agents through creating, editing, reviewing, or responding to feedback on skill files in the repo
  502. 502Bake-off Decision Skill · ce-bakeoffDevelops competing solutions to a defined brief, judges them, and synthesizes a verified winner
  503. 503Brainstorm a Feature · ce-brainstormTurns a vague feature idea into a scoped requirements plan before any code is written
  504. 504Compound Learning Documenter · ce-compoundRecords one hard-won, non-obvious solved problem as a durable repo learning for future agents
  505. 505Compound Refresh · ce-compound-refreshAudits and repairs a repo's saved engineering learnings so they match the current codebase.
  506. 506Explain How and Why · ce-explainExplains how and why code or a recent window of work is shaped as it is, grounded in source evidence.
  507. 507Compound Engineering Help · ce-helpGuides you through Compound Engineering: picks the right next command and explains setup, cost, and troubleshooting.
  508. 508Generate Improvement Ideas · ce-ideateRanks grounded, critiqued improvement ideas for a repo before you pick one to develop
  509. 509Form a Point of View · ce-povGives a decisive, project-grounded verdict on an adoption question, document, or set of approaches.
  510. 510Retune a Skill Corpus · ce-retuneMeasure and retune a skill set for a new AI model using benchmark runs before cutting anything
  511. 511Compound Engineering Setup · ce-setupChecks your Compound Engineering health and repo-local config, and can scaffold Compound Packs.
  512. 512Product Strategy Doc Writer · ce-strategyInterviews you to create or update a STRATEGY.md file that captures your product's purpose, users, metrics and direction.
  513. 513LFG Autonomous Pipeline · lfgTakes a coding request from plan to pushed pull request with minimal supervision
  514. 514Skill Inspector · skill-inspectorReviews other AI agent skills for safety before you install them, using a static scanner plus manual source review.
  515. 515Claude Code Advanced Guide (Chinese) · claude-code-guideGives the agent a Chinese-language reference on Claude Code tools, workflows, MCP and hooks
  516. 516Claude Skills Meta-Skill · claude-skillsTurns scattered docs, APIs, or code into a reusable, validated agent skill folder
  517. 517Claude Skills Meta-Skill · claude-skillsTeaches the agent to turn docs or code into reusable, well-triggered skills (Hindi edition)
  518. 518Leader: Turn Ideas into Agent Briefs · leaderTurns a one-line idea into a self-contained task brief an AI agent can run to completion unattended.
  519. 519Neat Freak Project Closeout · neat-freakReconciles project docs, AI rule files and memory with what the code actually does at project wrap-up.
  520. 520LifeOS Installer and Onboarding · LifeOSInstalls, onboards, updates, diagnoses and uninstalls the LifeOS personal operating system for an AI agent.
  521. 521Aperture Oscillation · ApertureOscillationChecks a design question at narrow and wide zoom levels to catch components that fight the wider system.
  522. 522BeCreative Idea Generator · BeCreativeBrainstorms several genuinely different ideas and picks the strongest, or expands small example sets into diverse ones.
  523. 523Bitter Lesson Engineering · BitterLessonEngineeringAudits AI instruction sets to flag over-prompting and rules a smarter model would make unnecessary
  524. 524Calibrate Judge to Taste · CalibrateShows real outputs, collects your 0–10 scores, and tunes an eval judge to match your taste.
  525. 525Cortex Knowledge Archive · CortexSearch, recall, and capture LifeOS knowledge notes and prior session work
  526. 526Council Debate · CouncilRuns multi-agent debates with visible rounds to weigh options and reach a verdict
  527. 527CreateSkill Skill Manager · CreateSkillLets an agent create, edit, validate, test and retire LifeOS skills to a shared intent standard.
  528. 528Errata Complaint Ledger · ErrataLog feedback, bugs and feature requests about LifeOS into a verbatim ledger, then review or triage them.
  529. 529Explain Fundamentals Tutor · ExplainTeaches and quizzes you on the fundamentals of your projects and infrastructure, using live sources.
  530. 530First Principles Reasoning · FirstPrinciplesRebuilds problems from fundamental truths by separating hard constraints from assumptions
  531. 531Harvest Content into Cortex · HarvestMine a link, video or pasted text for LifeOS ideas and save it as a routed Cortex note
  532. 532HillClimb Improver · HillClimbImproves a LifeOS skill, prompt or workflow by testing changes on held-out cases and keeping only proven wins
  533. 533HillClimb Skill Improvement Loop · IntentsIteratively improves another agent skill by testing candidate changes against real failures and keeping only measured wins.
  534. 534Interview: Context Refresh · InterviewWalks you through stale life-context and TELOS files, checking claims against your own data before proposing edits.
  535. 535ISA: Ideal State Artifact · ISALets the agent write and maintain a document defining what 'done' means for a project and keep work aligned to it.
  536. 536Iterative Depth Explorer · IterativeDepthRe-examines a problem through 2-8 different analytical lenses to surface hidden requirements and edge cases.
  537. 537LifeOS Function Hooks · LifeOSHooksChecks, explains and maintains the LifeOS in-process hook plugin for Claude Code
  538. 538Prompt Writing Library · PromptingLets the agent generate, optimize, and template reusable prompts (not final content)
  539. 539RedTeam Stress-Tester · RedTeamAttacks your ideas, plans, and bets from several angles and tests them against 11 future time horizons
  540. 540Science Method Investigator · ScienceDiagnose or investigate a problem with a locked goal, competing testable hypotheses and decisive evidence.
  541. 541SuggestSkills · SuggestSkillsProposes new skills to build by reviewing your recent work history and frustrations, without changing anything.
  542. 542Superior Thinking Skill · SuperiorRe-solves a big task as a far smarter, unconstrained mind would, then turns the gaps into changes.
  543. 543Systems Thinking Analyst · SystemsThinkingExplains recurring problems via feedback loops, archetypes and leverage points
  544. 544Unify Harmony Checker · UnifyFinds where systems, rules, skills or goals conflict and recommends ranked fixes without editing anything.
  545. 545LifeOS Upgrade Scout · UpgradeFinds evidence-backed improvements for an AI system from Anthropic releases, practitioner techniques and news, filtering out ideas already adopted
  546. 546SkillOpt Sleep Self-Improvement · skillopt-sleepLets Claude Code review past sessions overnight and propose improvements to its CLAUDE.md and skills.
  547. 547SkillOpt-Sleep Self-Improvement · skillopt-sleepLets Codex review past sessions overnight and propose validated edits to its skills and memory
  548. 548SkillOpt-Sleep for Cursor · skillopt-sleepLearns from recent Cursor sessions and stages reviewed improvements to a project skill
  549. 549SkillOpt-Sleep Self-Improvement · skillopt-sleepLets an agent review past sessions offline and propose gated improvements to its own skills and memory
  550. 550SkillOpt-Sleep OpenClaw Reference · skillopt-sleepReference code for porting a nightly skill-improvement cycle to OpenClaw with DeepSeek; not ready to run
  551. 551Research Idea Creator · idea-creatorGenerates and ranks publishable research ideas for a broad research direction.
  552. 552Idea Discovery Pipeline · idea-discoveryChains literature survey, idea brainstorming, novelty checks and reviews into one research workflow
  553. 553Robotics Idea Discovery · idea-discovery-robotGuides an agent through a sim-first robotics research pipeline: survey, idea generation, novelty check, review.
  554. 554Invention Structuring · invention-structuringTurns a rough idea into a formal patent-style invention disclosure with claim and figure plans.
  555. 555Meta-Apply Patch Lander · meta-applyLands staged skill-corpus patches only after a fresh cross-model review and your approval.
  556. 556Meta-Optimize Skill Tuner · meta-optimizeAnalyzes ARIS usage logs and proposes staged improvements to its own skill prompts and defaults
  557. 557Research Implement Feature · research-implement-featureBuilds a working prototype from a plain request, logging every open decision as it goes
  558. 558Full Research Pipeline · research-pipelineRuns an end-to-end autonomous research workflow from idea discovery through experiments and review to a paper draft.
  559. 559Research Refine · research-refineTurns a vague research idea into a focused, implementable method plan via iterative reviewer feedback
  560. 560Research Refine Pipeline · research-refine-pipelineChains method refinement and experiment planning into one research proposal and roadmap
  561. 561Auto Review Loop · auto-review-loopRepeatedly gets Gemini to review research work, applies fixes, and re-reviews until it passes or hits a round limit.
  562. 562Meta-Apply Patch Lander · meta-applyLands staged self-optimization patches into the corpus after a fresh review and your explicit approval.
  563. 563Meta-Optimize Harness Tuner · meta-optimizeAnalyzes ARIS usage logs and proposes improvements to its skills, prompts and defaults
  564. 564Research Implement Feature · research-implement-featureBuilds a working prototype step by step, logging every assumption it makes along the way.
  565. 565Full Research Pipeline · research-pipelineRuns an autonomous research workflow from idea discovery through experiments and review to a paper draft.
  566. 566Context Engineering Collection · context-engineering-collectionGuides an agent through designing, debugging and evaluating context and multi-agent systems
  567. 567Book SFT Pipeline · book-sft-pipelineTurns a book into a fine-tuning dataset for training a model to mimic an author's voice
  568. 568Reasoning Trace Optimizer · reasoning-trace-optimizerLets an agent debug and improve other AI agents by analyzing their reasoning traces and prompts
  569. 569BDI Mental State Modeling · bdi-mental-statesModels agent beliefs, desires and intentions as linked RDF data for explainable reasoning
  570. 570Context Compression Strategies · context-compressionLets an agent compress long session history into summaries that keep files, decisions, and next steps
  571. 571Context Degradation Diagnostics · context-degradationDiagnose and fix agent failures caused by bloated or conflicting context
  572. 572Context Engineering Fundamentals · context-fundamentalsExplains how an AI agent's context window, attention and token budget work, from first principles
  573. 573Context Optimization Techniques · context-optimizationTeaches an agent to cut token use and extend usable context via masking, caching, compaction and partitioning
  574. 574Filesystem Context Engineering · filesystem-contextLets an agent offload big outputs and plans to files and reload only what it needs.
  575. 575Harness Engineering · harness-engineeringDesign guardrails for autonomous agent loops: locked evaluators, durable logs, rollback, and human approval gates.
  576. 576Latent Briefing KV Memory · latent-briefingShares orchestrator reasoning with worker models via compacted KV cache instead of long text handoffs.
  577. 577Long-Horizon Prompt Writer · long-horizon-promptingWrites and checks launch prompts for long autonomous or multi-agent runs so they don't stop early or game the goal.
  578. 578Multi-Agent Architecture Patterns · multi-agent-patternsDesign systems where several AI agents split work, with clear coordination and handoffs
  579. 579Self-Improvement Loops · self-improvement-loopsGuides an agent in designing loops that safely let its own harness, prompts, or context evolve.
  580. 580Self-Managed Context · self-managed-contextLets an agent edit its own live context window as a file, with safety rules the harness enforces.
  581. 581Tool Design for Agents · tool-designWrite clear tool descriptions, schemas, and error messages so agents pick and call tools correctly
  582. 582Agent Skill Template · skill-templateScaffold a new context-engineering agent skill with the collection's required structure
  583. 583Prompt Engineering Expert · prompt-engineerWrites and reviews reliable prompts using chain-of-thought, few-shot examples, and structured output.
  584. 584Lark CLI Demo · lark-demoShows an agent example Lark (Feishu) CLI commands for docs and messages; a test fixture, not a real capability.
  585. 585Lark Skill Maker · lark-skill-makerTeaches an agent to create new Lark/Feishu CLI skills that wrap API calls into reusable workflows
  586. 586段永平问答 (Duan Yongping Q&A) · dyp-askAnswers questions in the voice and investment-thinking style of Chinese investor Duan Yongping.
  587. 587Authoring Patch Sets · authoring-patch-setsTeaches an agent how to declare, gate and name firmware patches in the vphone patch-set system
  588. 588Guided Tour of Open SaaS · guided-tourWalks you through the Open SaaS project structure, features and customization steps, section by section.
  589. 589Structured Deep Reasoning · thinkWalks the agent through a 10-stage reasoning loop for hard decisions, reviews and trade-offs
  590. 590Obsidian Vault Wiki Setup · wikiSets up and routes an Obsidian knowledge vault with safe, reviewable file changes.
  591. 591Wiki Log Fold · wiki-foldCompress recent Obsidian wiki log entries into a traceable rollup, previewed before any write
  592. 592Wiki Ingest · wiki-ingestFiles supplied sources into an Obsidian vault with source tracking and cross-links
  593. 593Skill Creator · skill-creatorGuides the agent to build new agent skills, with scripts to scaffold, validate and package them.
  594. 594Skill Builder · skill-builderTurns docs, repos, PDFs, videos and other sources into AI skills via Skill Seekers
  595. 595A-Evolve Agent Improvement · a-evolveDiagnose agent failures from run logs and turn recurring errors into targeted skills, prompt patches, and knowledge entries.
  596. 596Autoresearch Project Manager · autoresearchRuns multi-step autonomous AI research projects: experiments, literature, findings and progress reports
  597. 597LLaMA-Factory Fine-Tuning Guide · llama-factoryGuides an agent through fine-tuning LLMs with LLaMA-Factory, including no-code WebUI and QLoRA options
  598. 598Constitutional AI Training · constitutional-aiGuides an agent through training a model to self-critique and revise outputs for harmlessness
  599. 599A-Evolve Agent Optimizer · evolving-ai-agentsGuides an agent to iteratively evolve and optimize prompts, skills and memory against benchmarks
  600. 600Creative Thinking for Research · creative-thinking-for-researchApply eight cognitive-science creativity frameworks to generate novel CS and AI research ideas.
  601. 601Live Research Project Manager · ara-research-managerLogs research decisions, experiments, dead ends and claims into an ara/ folder after a coding or research session ends.
  602. 602OpenCreator Runtime Rules · opencreator-runtimeLets an internal OpenCreator agent follow strict rules for reading and changing creative jobs
  603. 603Compose Next Workflow · compose-nextRuns a gated multi-step feature workflow (grill, spec, implement, verify, review) only when explicitly requested
  604. 604Learn Everything Course Builder · learn-everythingTurns a PDF, paper, URL or topic into an interactive, chapter-by-chapter course with practice and review.
  605. 605Memory Search (SQLite Trajectory DB) · memory-searchLets an agent run read-only SQL against its past session database to find patterns, errors and past decisions.
  606. 606MiMoCode Product Docs · mimocode-docsAnswers questions about MiMoCode features, config, providers, and commands accurately, and helps configure it safely
  607. 607Skill Creator · skill-creatorGuides an agent to design, write, review and validate new agent skill folders (SKILL.md)
  608. 608MemOS Local Memory Installer · memos-localInstalls and configures persistent local memory for OpenClaw agents, with automatic capture and recall
  609. 609MemOS Local Memory Guide · memos-memory-guideLets the agent search and reuse your past conversations, and share memories locally or with a team
  610. 610Code Documenter · code-documenterWrites docstrings, JSDoc, OpenAPI specs, API docs and user guides, then checks the examples.
  611. 611Feature Forge · feature-forgeRuns structured requirements workshops and writes EARS-format feature specs with acceptance criteria
  612. 612Prompt Engineer · prompt-engineerWrites, tests and improves prompts, output schemas and evaluation rubrics for LLM apps
  613. 613Spec Miner · spec-minerReads existing code and writes up what it actually does as structured requirements
  614. 614The Fool: Critical Thinking Challenger · the-foolStress-tests your ideas, plans and evidence with structured devil's-advocate reasoning
  615. 615Cangjie Book Distiller · cangjie-skillTurns a book, video transcript, or course into reusable, step-by-step agent skills.
  616. 616Big Decision Heuristics · decision-heuristicsHelps the agent work through major life choices with a default-to-no rule and a short-term-pain tiebreaker
  617. 617Productize Yourself · productize-yourselfHelps find your unique 'special knowledge' and a leveraged career or side-income direction
  618. 618Reading Habit Coach · reading-metaskillGuides you to build a reading habit and learn new fields via original classics and teaching.
  619. 619Acceptance: Change, Accept, or Leave · acceptanceHelps you work through situations you can't change by weighing change, acceptance, or leaving
  620. 620Judgment Training (Naval) · judgment-trainingGuides the agent to reason from first principles and apply mental models for direction and credibility questions
  621. 621Long-Term Compounding Advisor · long-term-compoundingHelps the agent weigh long-term vs short-term choices in partnerships, deals and reputation-building
  622. 622Principal-Agent Lens · principal-agentAnalyzes careers and partnerships through who benefits from the work, using Naval Ravikant's incentive ideas.
  623. 623Rational Buddhism Verifier · rational-buddhismHelps you judge which spiritual or metaphysical claims to trust, using falsifiability and personal testing.
  624. 624SWOT Strategy Analysis · swot-strategyProduces a SWOT, PEST and competitor analysis of a company or product as a Word report
  625. 625GEO Prospect Manager · geo-prospectTrack GEO agency sales leads through a pipeline, with audit history, notes and revenue summaries.
  626. 626GEO-SEO Updater · geo-updatePulls the latest GEO-SEO skill files from GitHub and updates your local install.
  627. 627Oracle CLI Best Practices · oracleBundle a prompt and selected project files into one request for an outside model via the oracle CLI
  628. 628Sharing Skills · share-skillsLays out, packages, and hands off a skill folder so others can install it correctly
  629. 629TaskFlow Job Orchestration · taskflowLets an agent run multi-step background jobs under one owner, tracking child tasks, waits and state.
  630. 630LoRA Space Builder · huggingface-lora-space-builderBuilds and publishes a Gradio demo Space on Hugging Face for a LoRA model
  631. 631Triage Issue · triage-issueReviews a GitHub issue against the codebase and drafts a response, closing invalid issues only after approval.
  632. 632Colony Progress Tracker · hive.colony-progress-trackerLets an agent claim queued tasks and log step progress in a shared SQLite database.
  633. 633Context Preservation · hive.context-preservationSaves key values from tool results to notes before the agent's context gets pruned
  634. 634Structured Note-Taking · hive.note-takingKeeps a running scratchpad of decisions, extracted values and open questions so the agent doesn't lose them when context is pruned.
  635. 635Quality Self-Assessment Monitor · hive.quality-monitorMakes an agent periodically check its own work for drift, repetition, and dropped items.
  636. 636Slack Notifications Setup · hive.slack-notifications-setupSets up Slack alerts for an agent colony by driving your browser to create the Sentinel app and store its tokens.
  637. 637Telegram Notifications Setup · hive.telegram-notifications-setupLets the agent create a Telegram bot, store its token, and turn on Sentinel alerts for a colony
  638. 638Worker Delegation Playbook · hive.worker-delegationTeaches an agent to split colony work into parallel worker jobs tracked in a table
  639. 639Writing Hive Skills · hive.writing-hive-skillsGuides an agent to author new Agent Skills (SKILL.md folders) that follow the Hive and Agent Skills spec
  640. 640Learn: Save Session Lessons · learnDistills useful lessons from a chat and stages them as proposed skill-library updates.
  641. 641Generate Manifest for ADK Recipes · generate-manifestCreates and validates a manifest.yaml for an ADK recipe folder from the repo's schema.
  642. 642Repo Oracle · repo-oracleAnswers read-only questions about how the adk-recipes repo's governance, CI, policy and layout work, with citations.
  643. 643Scaffold Python ADK Recipe · scaffold-python-recipeCreate a new Python ADK recipe in the adk-recipes repo from a standard template using a script.
  644. 644Custom Investigation Selector · custom-investigationLets an agent review a chosen slice of agent conversations via a SQL selector instead of a random sample.
  645. 645Find Skills · find-skillsLets an agent search for, vet, and install new agent skills from skills.sh
  646. 646Skill Developer Guide · skill-developerTeaches the agent how to create, configure and debug Claude Code skills and their hooks
  647. 647EGM Brainstorm Ideation · egm-brainstormTurns rough feature ideas into a reviewed RFC summary through guided questions and multi-lens critique
  648. 648EGM Goldfish Design Review · egm-reviewRuns a five-phase AI review of a design document using separate reviewer subagents
  649. 649AI System Inventory (EU AI Act) · ai-inventoryTrack each AI system's EU AI Act role and risk tier, and classify new systems step by step.
  650. 650AI Impact Assessment Generator · aia-generationRuns a structured AI impact assessment with regulatory classification, policy diff, and conditions
  651. 651AI Governance Cold-Start Setup · cold-start-interviewInterviews you to configure an AI governance practice profile for the ai-governance-legal plugin.
  652. 652Customize AI Governance Profile · customizeLets the agent adjust one part of your AI governance practice profile without re-running setup
  653. 653Policy Monitor · policy-monitorChecks your AI policy against real practice and flags gaps needing updates
  654. 654AI Usage Policy Starter · policy-starterDrafts a first-cut internal AI usage policy for a legal team, for attorney review and adoption.
  655. 655Regulatory Gap Analysis · reg-gap-analysisCompares a new AI regulation against your current AI governance setup and produces a prioritized remediation plan.
  656. 656AI Use Case Triage · use-case-triageClassify a proposed AI use case as approved, conditional, or not approved, with required conditions and next steps.
  657. 657Commercial Contracts Setup Interview · cold-start-interviewInterviews you to build a practice profile for commercial contract review in Claude
  658. 658Customize Commercial Legal Profile · customizeChange one part of your commercial contracts practice profile without re-running the full setup interview.
  659. 659Review Playbook Proposals · review-proposalsStep through pending legal playbook updates and apply only the ones you approve.
  660. 660Vendor Agreement Review · vendor-agreement-reviewReviews inbound vendor contracts against your team playbook, flags risks, and drafts redlines.
  661. 661Board Minutes Drafter · board-minutesDrafts board and committee meeting minutes and written consents in your house format
  662. 662Corporate Legal Cold-Start Interview · cold-start-interviewSets up a corporate-legal practice profile by interviewing you module by module
  663. 663Customize Corporate Legal Profile · customizeChange one setting in your corporate-legal practice profile without re-running the full setup interview
  664. 664Deal Team Summary · deal-team-summaryTurns diligence findings into a briefing sized for executives, deal leads, or the working team.
  665. 665Board Written Consent Drafter · written-consentDrafts unanimous board or committee written consents in house format, using precedents and flagging major actions.
  666. 666Employment Law Cold-Start Setup · cold-start-interviewSets up an employment-law practice profile with jurisdiction-aware escalation rules from your handbook and memos.
  667. 667Employment Profile Customizer · customizeLets the agent update one part of your employment-law practice profile without re-running setup.
  668. 668Handbook Update Reviewer · handbook-updatesDiffs a handbook change, finds ripple effects and state supplement impacts before publishing
  669. 669Hiring Offer Review · hiring-reviewReviews offer letters for jurisdiction, exempt status, and restrictive covenant issues, with researched citations.
  670. 670Internal Investigation Framework · internal-investigationRuns a privileged internal investigation log from intake to final memo, tracking sources and gaps.
  671. 671International Expansion Planner · international-expansionPlans international hiring: EOR vs entity framing, cross-team triggers, and an outside-counsel briefing request
  672. 672Investigation Summary Drafter · investigation-summaryDrafts audience-specific summaries of a privileged HR investigation memo for HR, leadership, or outside counsel.
  673. 673Cease-and-Desist Letter Drafter · cease-desistDrafts a cease-and-desist letter to send, or triages one you received, with a gate before delivery.
  674. 674Cold-Start Practice Interview · cold-start-interviewInterviews you about your IP practice and writes a plain-English practice profile that other IP skills read.
  675. 675IP Profile Customizer · customizeLets an agent edit one part of your IP legal practice profile without re-running setup.
  676. 676Infringement Triage · infringement-triageFlags IP infringement factors across trademark, copyright, patent and trade secret, without reaching a conclusion.
  677. 677Invention Intake Screen · invention-intakeTriage a patent invention disclosure: first-pass screen for novelty, eligibility, bar dates and strategic value
  678. 678IP Portfolio Tracker · portfolioTrack trademark and patent renewals, fees, and use declarations in an IP register
  679. 679DMCA Takedown Drafter · takedownDrafts, triages, or counters DMCA copyright takedown notices with legal safety checks
  680. 680Law Student Profile Customizer · customizeChange one part of your law-student study profile without redoing the full setup interview.
  681. 681IRAC Essay Grader · irac-practiceGrades law-school IRAC essays for structure, issue-spotting and analysis without rewriting them
  682. 682Community Skill Auto-Updater · auto-updaterChecks your installed community skills for new versions and applies updates only after you approve a diff.
  683. 683Cold-Start Interview for Legal Skills · cold-start-interviewInterviews you about your legal practice and recommends and installs a starter pack of community legal skills.
  684. 684Customize Legal Builder Hub · customizeChange one setting in your legal hub profile without redoing the whole setup interview
  685. 685Disable Community Skill · disableTemporarily turn off an installed community skill by renaming its files, without deleting anything.
  686. 686Registry Browser · registry-browserSearch watched skill registries for legal skills and preview their SKILL.md before installing
  687. 687Related Community Skill Surfacer · related-skills-surfacerSuggests relevant community skills after a task, mentioning each one at most once
  688. 688Skill Installer · skill-installerSafely vet and install community agent skills, showing raw code and asking for your approval first
  689. 689Skill Manager · skill-managerSafely uninstall, disable, or re-enable community legal skills installed via the hub
  690. 690Skill Trust Checker · skills-qaScores another agent skill's design, safety and fit before you install or deploy it
  691. 691Uninstall Community Skill · uninstallSafely removes a community skill installed via the legal builder hub, with confirmation and an audit log.
  692. 692Build Guide for Clinic Supervisors · build-guideLets a supervising attorney configure how student-facing legal clinic skills behave, via a practice-area guide file.
  693. 693Law Clinic Setup Interview · cold-start-interviewSets up a law school clinic's shared context (practice areas, supervision style, handbook) for its legal skills.
  694. 694Legal Clinic Profile Customizer · customizeChange one part of a legal clinic profile without re-running the full setup interview.
  695. 695Form Generation (Deprecated) · form-generationRedirects users to the /draft skill for generating legal clinic document forms
  696. 696Legal Research Roadmap Starter · research-startBuilds a research roadmap (statutes to check, case law areas, search terms) for a legal issue, explicitly unverified.
  697. 697Supervisor Review Queue · supervisor-review-queueLets a law clinic professor review, approve, edit or return student legal work from a queue
  698. 698Litigation Practice Setup Interview · cold-start-interviewWalks a litigator through a one-time interview that writes a litigation practice profile for other skills to use.
  699. 699Litigation Profile Customizer · customizeChange one setting in your litigation practice profile without re-running the full setup interview.
  700. 700Matter Briefing · matter-briefingGives a lawyer a concise current-state briefing on one legal matter from its saved files.
  701. 701Privacy Profile Customizer · customizeChange one part of your privacy practice profile without re-running the full setup interview.
  702. 702Product Counsel Cold-Start Interview · cold-start-interviewSets up a product-launch legal review profile by reading past launch reviews and learning your risk calibration.
  703. 703Customize Product Counsel Profile · customizeLets you adjust one section of your product-legal practice profile without re-running the setup interview.
  704. 704Feature Risk Assessment · feature-risk-assessmentProduces a structured deep-dive on one risky feature: scenarios, likelihood, impact, mitigations, options.
  705. 705Cold-Start Interview Setup · cold-start-interviewWalks you through setting up your regulatory watchlist, policy library, and materiality threshold
  706. 706Regulatory Gap Tracker · gap-surfacerTracks open policy gaps against regulations, aging deadlines, and owner assignments, with confirmed Slack notices.
  707. 707Regulatory Policy Diff · policy-diffMaps a changed regulation against your indexed policy library and reports the gaps for each requirement.
  708. 708Remember to Atlas memory · rememberSaves decisions, facts, dead ends and architecture from a chat to Atlas shared memory
  709. 709Skill Creator · skill-creatorGuides the agent to build or update other agent skills with scoped instructions and helper scripts.
  710. 710Skill Installer · skill-installerLists and installs agent skills from the openai/skills GitHub repos or other GitHub paths
  711. 711ClawHub ban appeals · clawhub-ban-appealsReviews ClawHub account-ban appeals and prepares evidence-backed moderation decisions
  712. 712ClawScan Alert Response · clawhub-clawscanInvestigates ClawScan health alerts and scanner failures, and routes validated verdict errors upstream.
  713. 713ClawHub Featured Curation · clawhub-featuredPrepares evidence-based Featured recommendations for ClawHub plugins and skills, applying changes only with explicit authorization.
  714. 714ClawHub Staff Moderation · clawhub-moderationLets an agent run ClawHub staff moderation commands (bans, deletions, emails) with safety confirmations
  715. 715Share Field Notes · share-field-notesSearch and contribute shared notes on how games were modded, so future agents start smarter.
  716. 716Harness Evolve · evolveRefines an existing agent harness using feedback from past runs and logs changes
  717. 717Harness agent-team designer · harnessDesigns multi-agent teams and per-agent skills for a project, with workflow and model choices.
  718. 718Answer Review Checklist · reviewReviews an answer against a packaged checklist file before responding.
  719. 719ClawWork Economic Survival Protocol · clawworkLets an agent run a simulated work-or-learn cycle to keep a token-cost balance positive
  720. 720Developing OpenRig · developing-openrigGuides an agent working on OpenRig's source: finding owners, choosing tests, and safe PR prep
  721. 721Agent-Operated Software · agent-operated-softwareGuides an agent in designing, building, and repairing apps whose live backend includes OpenRig agents
  722. 722Agent-Operated Workflows · agent-operated-workflowsTeaches an agent to run bounded, multi-step procedures by observing, verifying, and checkpointing its own progress
  723. 723Claude Compaction Restore · claude-compaction-restoreHelps a Claude Code agent rebuild its working picture after its context is compacted.
  724. 724Delegating Work Decider · delegating-workDecide whether an agent should do a task itself, hand it to a subagent, or route it to an agent that holds the context
  725. 725Forming an OpenRig Mental Model · forming-an-openrig-mental-modelGives an agent a fast orientation to OpenRig's rigs, pods, seats, and skill loading
  726. 726Messaging the Human · messaging-the-humanLets an agent send clear, safe decision requests or updates to a human through OpenRig's messaging channels.
  727. 727Mission and Slice SOP · mission-slice-sopRuns OpenRig mission/slice work: tracks, records proof, hands off and restores via canonical files
  728. 728OpenRig Operating Model · openrig-operating-modelTeaches an agent where knowledge, notes and specs belong across a fleet of agent seats.
  729. 729OpenRig Skills Index · openrig-skillsRoutes an OpenRig agent to the right operating skill for recovery, handover, and orientation
  730. 730Orienting to an Inherited Seat · orienting-to-an-inherited-seatLets an agent take over a seat from a predecessor by verifying the handover packet and building a working model of its situation.
  731. 731Queue Handoff · queue-handoffPass work to another agent or the human via durable queue items so tasks don't stall
  732. 732Refocusing · refocusingRe-grounds a long-running AI agent in current product intent and project context after drift or compaction.
  733. 733Retiring and Inheriting a Seat · retiring-and-inheriting-a-seatHand an AI agent's working seat to a fresh successor cleanly, with a packet and lineage ledger.
  734. 734Seat Continuity and Handover · seat-continuity-and-handoverSafely replace an AI agent's occupant in a seat while keeping an honest provenance record
  735. 735Session Compaction and Restore · session-compaction-and-restoreKeeps AI agent seats working through context compaction, restarts, and restores without losing intent.
  736. 736Software for Agents (Deprecated Redirect) · software-for-agentsRedirects old OpenRig references to the renamed agent-operated-software skill.
  737. 737OpenRig team setup · rigsInstalls OpenRig and sets up a team of coding agents to work on your project
  738. 738Agent Starters · agent-startersCreate, inspect and manage named per-seat starting points for AI agent roles, with provenance tracking.
  739. 739Agent Startup and Context Ingestion · agent-startup-and-context-ingestionGuides an agent on setting up its startup files and context so it works on the right task after launch.
  740. 740Human In The Loop · human-in-the-loopDecide when work needs a human decision and route it as a durable, actionable queue item.
  741. 741OpenRig Architect · openrig-architectDesign, author, validate and debug multi-agent team topologies (rigs) that run on OpenRig.
  742. 742OpenRig Software Factory · openrig-software-factorySet up and run a continuing, reviewed AI software team on a real repository using OpenRig
  743. 743Rig Bundles and Shareable Artifacts · rig-bundles-and-shareable-artifactsGuides an agent through authoring, inspecting, installing and auditing OpenRig rig bundles
  744. 744Session Source Fork · session-source-forkStart a new managed agent seat from a prior Claude or Codex conversation, without claiming it resumed the original.
  745. 745Specification System · specification-systemGuides the agent to author reusable, portable OpenRig rig, agent and workflow specs.
  746. 746Live Rig Topology Changes · topology-mutation-and-seat-managementGuides an agent to safely add, remove, bind or adopt seats in a running OpenRig rig.
  747. 747Watchdog Continuity Checks · watchdogChoose and word gentle wake, refocus, or checkpoint nudges for stalled agent workflows
  748. 748Orchestration Team Coordinator · orchestration-teamLets an agent coordinate a multi-agent team: dispatch assignments, watch for blocked or idle agents, and intervene economically.
  749. 749Oversight Team Monitor · oversight-teamLets an agent act as a monitor seat that watches other AI rigs for drift and intervenes lightly.
  750. 750Review Team Pod Reviewer · review-teamLets an agent act as an independent code reviewer within a multi-agent review pod
  751. 751Context Engineering Guide · context-engineeringTeaches an agent how to manage what fills its context window: what to load, prune, or hand off.
  752. 752Verification Before Completion · verification-before-completionMakes the agent check evidence before claiming tests pass, a build works, or a bug is fixed.
  753. 753Brainstorming Before Building · brainstormingMakes the agent ask clarifying questions and agree a design before it starts building anything
  754. 754Diagnosing Superpowers Sessions · diagnosing-superpowersDiagnoses a past or current agent session with cited evidence, then drafts a report or bug issue.
  755. 755Parallel Agent Dispatch · dispatching-parallel-agentsSplit several independent problems across separate AI agents that work at the same time
  756. 756Executing Plans Inline · executing-plansLets the agent carry out a written implementation plan itself, task by task, with a ledger and tests.
  757. 757Subagent-Driven Development · subagent-driven-developmentRuns a multi-task plan by handing each task to a fresh sub-agent, with reviews after each step.
  758. 758Using Superpowers · using-superpowersMakes the agent check for and use relevant skills before responding or acting, with platform-specific tool notes
  759. 759Writing Implementation Plans · writing-plansTurns a spec into a step-by-step, test-first implementation plan before any code is written.
  760. 760Writing Skills Guide · writing-skillsGuides the agent to create, edit and test new agent skills using a test-driven method
  761. 761CyberStrike Eino Demo Skill · cyberstrike-eino-demoDemonstrates a full skill package layout and guides authorized security testing workflows
  762. 762gentle-ai Bench Journeys · gentle-ai-benchAuthor and verify gentle-ai bench journeys, and prove they actually run in driven mode
  763. 763Hermes Ephemeral Delegation · hermes-ephemeral-delegationLets an AI agent hand off specific tasks to fresh, short-lived worker agents for a stated reason
  764. 764RDD Defect Workflow · rdd-defect-workflowGuides an agent through a strict, evidence-based process for fixing defects in public repositories
  765. 765Skill Creator · skill-creatorGuides the agent to write new agent skills (SKILL.md files) in a consistent, LLM-first format.
  766. 766Skill Improver · skill-improverAudits existing agent skill files and proposes or applies structural quality fixes.
  767. 767Skill Registry Indexer · skill-registryBuilds an index of installed agent skills so the agent can find the right one by trigger and path.
  768. 768Systemic Issue Triage · systemic-issue-triageGroups incoming bug reports by shared root cause so fixes shrink the system instead of piling on patches.
  769. 769Issue Root-Cause Resolution · issue-root-resolutionAudits a bug backlog to group issues by shared root cause and close them only with evidence
  770. 770RDD Advisory Transport Rules · rdd-advisory-transportEnforces a shared Go contract for how AI reviewer adapters are invoked in the RDD review pipeline
  771. 771Create Forge Agents · create-agentTeaches the agent how to write new custom agent definition files for the code-forge app
  772. 772Create Forge Commands · create-commandWrite new custom command files for the code-forge app, with lint, test and shell steps.
  773. 773Create Implementation Plan · create-planWrites structured, checkbox-based implementation plans for complex tasks without changing code.
  774. 774Skill Creator Guide · create-skillGuides the agent to create or update well-structured SKILL.md agent skills
  775. 775Codex with ChatGPT · codex-with-chatgptLets Codex use ChatGPT on the web as a planning and review partner while Codex edits code.
  776. 776Blind Spot Scanner · ljg-blindFinds one thinking blind spot in yesterday's AI chats and links a matching WeRead chapter
  777. 777Business Model Canvas Builder · ljg-business-modelTurns your project notes into a nine-block business model canvas as PNG and HTML
  778. 778Push ljg Skills to GitHub · ljg-pushSync updated ljg-* skills from a local folder to the ljg-skills GitHub repo, master and md branches.
  779. 779Root-Rank Decomposition Engine · ljg-rankBreaks any domain down to its few irreducible generators and checks them with Deutsch-style tests.
  780. 780Experience-First Teaching · ljg-teachTeaches concepts through choices and surprises before naming them, in Chinese.
  781. 781Agent Config Health Audit · healthAudits your AI agent setup (instructions, hooks, MCP) and code maintainability for drift and misconfiguration.
  782. 782Think: Design Before You Build · thinkTurns rough ideas into approved, decision-complete plans before any code is written.
  783. 783Cheat-On-Content Onboarding Setup · cheat-initWalks a new user through setting up a content-prediction project in about 5-10 minutes.
  784. 784Cheat State Migrator · cheat-migrateUpgrades a cheat-on-content state file to the latest schema version, step by step, with backup.
  785. 785Blind Prediction Logger · cheat-predictWrites an immutable, blind-scored prediction log for a final video script before publishing.
  786. 786Cheat Publish Logger · cheat-publishRecords a published post's URL, platform and time into its prediction file and state file, without touching the prediction text.
  787. 787Blind Script Scorer Sub-agent · cheat-score-blindScores a content script on a rubric in an isolated context, returning strict JSON for internal calibration.
  788. 788Agent Transcript Publisher · agent-transcriptSafely trim, preview, and post redacted agent session transcripts to GitHub PRs or issues
  789. 789Codex-First Delegation Routing · codex-firstRoutes hands-on coding work from Claude Code to Codex workers with fixed model, speed, and fallback rules.
  790. 790GitHub Author Context · github-author-contextBuild a compact profile of a PR author's GitHub activity and background for maintainers
  791. 791GitHub Project Triage · github-project-triageTurns a repo's open issues and PRs into maintainer-ready triage cards with URLs and next actions.
  792. 792Maintainer Orchestrator · maintainer-orchestratorCoordinates batches of issues, PRs and repos for maintainers without over-engineering single tasks.
  793. 793OpenClaw Session Relay · openclaw-relayRelay prompts or posts into OpenClaw chat sessions locally or over SSH
  794. 794Article Prompts to Skills · article-prompts-to-skillsTurns articles or prompt packs into focused, demo-backed reusable agent skills
  795. 795Iterate Until Verified · iterate-until-verifiedMakes the agent run tasks through a verify-and-revise loop with explicit pass/fail quality gates
  796. 796Web Technique to Skill · web-technique-to-skillTurn a working web visual or interaction into a reusable, documented, browser-verified skill.
  797. 797Progress Screenshots Workflow · workflow-progress-screenshotsMakes the agent show you real, captioned screenshots of visual work as it progresses
  798. 798Score to a Target · workflow-score-to-targetScores work out of 10 with a fixed rubric, then improves it until every item hits your target score.
  799. 799Workflow threads manager · workflow-threads-managerOversee parallel Claude sessions on one repo: check merges, changelog pictures, live site, and archive finished threads.
  800. 800Manage Skills Library · manage-skillsLets an agent install, update, remove, and deploy skills across Claude Code, Codex, Cursor and others via Skills Manager.
  801. 801Asking User Questions · asking-user-questionsTeaches an agent to interview you in structured rounds of well-formed questions instead of guessing
  802. 802Brainstorming Before Building · brainstormingMakes the agent interview you about product and technical design before it writes code for a feature or bug fix
  803. 803Choosing a Workflow · choosing-a-workflowRoutes new work to the right workflow skill: onboarding, PR lifecycle, or feature/bug changes
  804. 804Importing a Codebase · importing-a-codebaseReverse-engineers a spec graph for an existing repo that has code but no specs
  805. 805Setting up a project · setting-up-a-projectRoutes a repo to the right spec-setup flow: new project, existing codebase, or extend specs
  806. 806Starting a New Project · starting-a-new-projectTurns a raw project idea into a saved, living goal-and-requirements document for an empty workspace.
  807. 807Writing Specs · writing-specsApplies a shared quality bar so specs stay short, honest, and high-signal
  808. 808Writing Workflow Skills · writing-workflow-skillsGuides an agent through adding or changing workflow skills in the pi-thinkrail-workflow package.
  809. 809Managing MCP Servers · managing-mcp-serversAdd, edit, and troubleshoot MCP tool servers in ThinkRail's config files
  810. 810Spec Graph · spec-graphLets an agent find, read, create, update and validate project specification documents that record architecture decisions and boundaries.
  811. 811Replica Brand Rebrander · replica-brandRenames and restyles a cloned app so it becomes your own, and scans for leftover original branding
  812. 812Replica Entrepreneur Review Miner · replica-entrepreneurRanks what a cloned app's real users hate, miss and never got, with linked quotes and a positioning angle
  813. 813Replica Recon · replica-reconMaps an app's screens, flows, components and data model into a clone-ready recon report