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knowledge-base

Ground answers in the project's ingested docs via the search_knowledge tool.

Skill by Ashutosh0428

IndexedMIT★ 8
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ashutosh0428-knowledge-base

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Ground answers in the project's ingested docs via the search_knowledge tool.

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/knowledge-base

What's inside

Skill name
knowledge-base
Description
Ground answers in the project's ingested docs via the search_knowledge tool.
License
MIT
Instructions
22 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

## When to use
The user asks how something in *their* project works and a `search_knowledge`
tool is available (a knowledge base was built with `pi ingest`).

## How
1. Call `search_knowledge` with a focused query before answering from general
   knowledge — the project's own docs are the source of truth.
2. Read the returned chunks; each is tagged with its `[source.md]`.
3. Answer using only what the chunks support, and cite the sources in
   `[brackets]` so the user can verify.
4. If retrieval returns nothing relevant, say the knowledge base doesn't cover
   it — don't fill the gap with guesses.

## Avoid
- Answering project-specific questions from memory when a KB exists.
- Dropping citations — an uncited claim is unverifiable.
- Inventing detail beyond what the retrieved chunks state.

## Done well
Every project-specific claim traces to a cited chunk; gaps are stated honestly
rather than hallucinated.

From Ashutosh0428/pi-agent, MIT.

More from Ashutosh0428/pi-agent

Signals

Stars
8
Forks
3
Open issues
0
Last commit (this folder)
Jun 12, 2026 (4 months ago)
Last release
Jun 12, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

knowledge-base skill. Agent Mart. https://agentmart.dev/skills/ashutosh0428-knowledge-base (last updated 2026-10-24)