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acc Solve Loop

Routes goals through an external acc memory service and helps the agent reason over and submit intermediate frames.

Source Download skill
Repository
sickn33/agentic-awesome-skills
Stars
49,023
Licence
MIT
Files
1 file

What it does

This skill tells an AI agent to send a goal to an external service called acc via an MCP tool call, using a mode named solve. If acc returns a final answer, the agent reports it with a commitment id and cited ids. If acc returns an intermediate 'brain_frame', the agent must reason over it itself, write a proposal, and submit it back, ending with a self-predicted confidence score that acc uses for calibration. It also covers closing the commitment later with an outcome call.

Great for

  • Developers already running the acc (accreted intelligence) MCP service who want an agent to use its scored-memory loop
  • Teams experimenting with multi-step agent workflows that pause for agent deliberation between steps

Skip it if

  • People without an acc instance configured: the skill only routes to that external service and does nothing useful alone
  • Unsupervised or destructive tasks: the skill is marked risk critical, and frames are untrusted context that can be misleading, so a human should approve consequential actions

Try asking

  • “Use @accint-solve to route this goal through acc and report the final answer with its commitment id”
  • “Use @accint-solve to deliberate the returned brain_frame and submit a proposal for this task”
  • “Use @accint-solve to close out the earlier acc commitment with the outcome”
Step-by-step guide: how to use acc Solve LoopInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 1 original files, the MIT licence and an attribution note.

    accint-solve.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip accint-solve.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip accint-solve.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Confirm the acc instance and the authorized goal scope before running, since retrieved frames cannot expand scope
  • Review proposals and the PREDICT line before submission, and leave frames unresolved when input is missing or the task is blocked
  • Only retry after confirming the integration's idempotency contract to avoid duplicate submissions

What's inside

  • SKILL.md

Redistributed unmodified from sickn33/agentic-awesome-skills under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.