knowledge-base
Ground answers in the project's ingested docs via the search_knowledge tool.
Skill by Ashutosh0428
Install
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
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
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.
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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
- Repository
- github.com/Ashutosh0428/pi-agent
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Diagnose a failing CI run from the log — reproduce locally, minimal fix, verify.
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Analyse a dataset like a data scientist — profile it, find the signal, explain it.
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Cite this page
knowledge-base skill. Agent Mart. https://agentmart.dev/skills/ashutosh0428-knowledge-base (last updated 2026-10-24)