Guide · Agent skill
How to use the Context Builder for Feature Research agent skill
Updated · written with AI from the project's own documentation and checked against our catalogue data
Context Builder is an agent skill for product managers. Once installed, it turns your agent into a research assistant that searches your project's meeting notes, competitor analyses, regulatory sources and customer requests, then writes a structured background.md for a feature with a source for each claim. This guide explains what an agent skill is, how to install this one, how to trigger it and what to check before trusting the output.
Quick start
- 1Download and unzip. Download the ZIP from this page and unzip it so that the skill folder containing SKILL.md is in ~/.claude/skills/ or a project's .claude/skills/ folder.
- 2Or upload in the Claude apps. In the Claude apps, go to Settings → Capabilities → Skills and upload the skill.
- 3Organize your sources. Put meeting notes, PDFs and documents in reference/, and shared synthesized docs in context/.
- 4Make a request. Ask for background on a named feature, and mention any customers, competitors or meetings to focus on.
- 5Answer the questions. Respond to the agent's questions about the feature, priorities and focus areas so the search is targeted.
- 6Review background.md. Open the generated background.md, check that each source link resolves, and read the flagged contradictions.
- 7Check shared context edits. If the agent updated a shared context doc, review it before relying on it for other features.
What an agent skill is and what Context Builder makes the agent do
An agent skill is a folder containing a SKILL.md file that gives an AI agent specific instructions for one kind of task. When the skill is installed, the agent can follow those instructions when a request matches its description.
Context Builder's job is to gather and distill background material for a feature or initiative. It produces two kinds of output: a feature-specific background.md in the feature folder, and updates to shared context documents when it finds synthesized knowledge that is useful across several features, such as a customer requirements summary or a competitive analysis.
- Asks the product manager what feature is being researched, which aspects matter most, and any specific meetings, customers or competitors to focus on.
- Checks for an existing validation.md in the feature folder, then shared context, meetings, competitor research, regulatory sources, customer requests and existing specs.
- Writes background.md with sections for customer drivers, competitive landscape, regulatory considerations, persona context and internal context.
- Flags contradictions and dates its sources.
Install Context Builder
Download the ZIP from this page and unzip it. The skill is a folder that contains SKILL.md. Place that folder in one of these locations, depending on how you want it available:
For a personal install across projects, unzip it into ~/.claude/skills/. For a single project, unzip it into the project's .claude/skills/ folder.
If you use the Claude apps, you can instead upload the skill under Settings → Capabilities → Skills.
- Personal (all projects): ~/.claude/skills/
- Single project: .claude/skills/ inside the project folder
- Claude apps: Settings → Capabilities → Skills, then upload
Set up your source folders
Context Builder searches the files you already have. The source describes a layered structure: raw sources in reference/ (meetings, PDFs, documents), synthesized markdown shared across features in context/, and feature-specific background.md in each feature folder.
The skill works best when these folders exist and your meeting notes, competitor research and customer requests are stored in them. It is not a replacement for organizing that material. If the folders are empty or disorganized, expect thin output.
- reference/ for raw meetings, PDFs and documents
- context/ for synthesized shared context docs
- A feature folder for each initiative, optionally with validation.md
Trigger the skill with a natural request
You do not need a special command. Describe the feature and ask for background. The agent will ask follow-up questions about the feature, focus areas and specific sources before searching.
Name the feature folder and any customers or competitors you care about. This narrows the search and reduces irrelevant material.
- "Build background context for the bulk export feature."
- "Gather competitor and customer research for our new onboarding initiative and write background.md."
- "Pull together regulatory and customer context for the invoicing reminders feature, focusing on the EU customers mentioned in our meeting notes."
Review what the skill produces
The background.md file uses front matter that lists the meeting files, competitive references, regulatory sources and customer paths it used. Each section should point back to those sources. Check that the links resolve and that the sources are recent enough for the topic, since the skill is instructed to check roughly the last 3 to 6 months of meetings and to date its sources.
Look at the flagged contradictions and the 'surprising or non-obvious' points first. These are where a human reviewer adds the most value.
- Confirm each claim links to a real file.
- Check source dates against the topic.
- Read any contradictions the skill flagged before making decisions.
Safety notes: scripts and network access
According to the listing, this skill runs no scripts and uses no network access. It works by reading and writing files in your project folders. Because it can write shared context docs, review those edits before committing them, especially if other features depend on them.
The skill does not give legal or regulatory compliance advice. It summarizes what is in the files you provide, so any regulatory content should be checked by a qualified person.
- No scripts are run and no network use is listed.
- Shared context edits affect every feature that references them; review them.
- Regulatory summaries are not compliance advice.
What people use it for
- A product manager preparing a background brief before a feature kickoff, with every claim linked to a meeting or report.
- Pulling customer requests and pain points from a customer folder into a single feature summary.
- Summarizing competitor analyses for a new initiative and noting where the team differentiates.
- Writing a shared customer requirements summary when several features draw on the same customer input.
- Surfacing contradictions when customers want different things or data conflicts.
Frequently asked questions
How do I install the context-builder skill?
Download the ZIP from this page and unzip it into ~/.claude/skills/ for personal use, or into a project's .claude/skills/ folder for one project. In the Claude apps, you can instead upload it under Settings → Capabilities → Skills.
What does context-builder need to run?
The listing does not list any requirements. It runs no scripts and uses no network. It does rely on your project having organized source folders, such as reference/ and context/, to produce useful output.
Is context-builder free to use?
The skill is licensed under Apache-2.0. This page does not list pricing, so check the license and your own agent setup for any costs.
Why is my background.md thin or mostly empty?
The skill searches existing files. If your meeting notes, competitor research and customer requests are not stored in an organized folder structure, there is little for it to find. Organize the sources and give the agent specific customers, meetings or competitors to focus on.
Can context-builder give legal or regulatory compliance advice?
No. It only summarizes what is in the files you provide. Have a qualified person check any regulatory content before acting on it.
What is the difference between background.md and shared context docs?
background.md is feature-specific and lives in the feature folder. Shared context docs hold synthesized knowledge useful across several features, and the skill writes or updates them when it finds such knowledge.
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Our verdict
Context Builder suits product managers who keep meeting notes, competitor research and customer requests in an organized docs folder and want every claim in a feature brief traced to a source. It is a poor choice for teams without that structure, or for anyone who needs legal or regulatory compliance advice rather than a summary of their own files.
Download the skill