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Updated 6mo ago

by chappyasel

meta-kb

A self-improving knowledge base about LLM agent infrastructure

Works with
  • Claude
  • OpenCode

25 GitHub stars (25)

Steady at 25 stars — no new stars in the 16 days since Sep 30.

  • 10 skills (10 skills found in its SKILL.md files)
  • 1 forks (1 forks)
  • 6mo ago last update (Last updated 6mo ago)

Install

Skills CLI

npx skills add chappyasel/meta-kb

Asks which skills and agents to install. Just one: npx skills add chappyasel/meta-kb --skill compile-cards — add -g for every project.

Claude Code

git clone https://github.com/chappyasel/meta-kbcp -r "meta-kb/.claude/skills/compile-cards" ~/.claude/skills/

Copies the compile-cards skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add chappyasel/meta-kb

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • compile-cards

    Writes reference cards for projects, concepts, or people in the wiki. Projects get 800-1500 words with architecture, benchmarks, limitations, and alternatives. Concepts get 1500-2500 words. People get 150-250 words. Use when writing wiki reference cards for specific entities.

    .claude/skills/compile-cards/SKILL.md on GitHub (opens in a new tab)
  • compile-claims

    Extracts atomic verifiable claims from synthesis articles and runs self-evaluation by verifying a sample against raw sources. Outputs build/claims.json and build/eval-report.json. Use when extracting claims, running self-eval, or verifying wiki accuracy.

    .claude/skills/compile-claims/SKILL.md on GitHub (opens in a new tab)
  • compile-field-map

    Writes field-map.md, the flagship overview article that connects all taxonomy areas into one system. A 3000-5000 word systems map showing integration points, paradigm routing logic, and a concrete practitioner flow. Use when writing the field map or systems overview.

    .claude/skills/compile-field-map/SKILL.md on GitHub (opens in a new tab)
  • compile-index

    Generates the agent-optimized ROOT.md topic index, project/topic indexes, missing coverage list, landscape comparison table, and wiki README. Use when generating indexes, the ROOT.md entry point, or the comparison table.

    .claude/skills/compile-index/SKILL.md on GitHub (opens in a new tab)
  • compile-status

    Show pending changes and LLM-powered impact analysis without compiling. Detects new/modified/deleted sources via content hashing, maps them to dirty buckets, reads changed sources to assess impact and detect contradictions with existing claims. Use to preview what incremental compilation would do before running it.

    .claude/skills/compile-status/SKILL.md on GitHub (opens in a new tab)
  • compile-synthesis

    Writes a single synthesis article (3000-5000 words) for one taxonomy bucket. Produces landscape analysis with approach categories, convergence, failure modes, and selection guide. Use when writing a synthesis article for a bucket.

    .claude/skills/compile-synthesis/SKILL.md on GitHub (opens in a new tab)
  • compile-wiki

    Compiles the wiki from raw markdown sources. Read `config/domain.ts` for the domain topic and taxonomy. Orchestrates a multi-phase pipeline using subagents: read sources, write synthesis articles, write reference cards, generate field map and indexes, extract claims, and run self-eval. Use when asked to compile, build, or generate the wiki from raw sources.

    .claude/skills/compile-wiki/SKILL.md on GitHub (opens in a new tab)
  • deep-research

    Deep-researches a project or paper for the knowledge base. Clones repos to read source code, fetches full paper text, and produces structured analysis files in raw/deep/. Use when asked to deep-research, deep-dive, analyze source code, or enrich a source with implementation details.

    .claude/skills/deep-research/SKILL.md on GitHub (opens in a new tab)
  • incremental-compile

    Incrementally recompiles changed parts of the wiki after new sources are ingested. The skill handles change detection, LLM-powered impact analysis, and user confirmation. All compilation is delegated to the script pipeline (bun run compile --incremental), which handles entity extraction, resolution with anchoring, synthesis with evidence registry, reference cards, claims, self-eval, and state sav…

    .claude/skills/incremental-compile/SKILL.md on GitHub (opens in a new tab)
  • stop-slop

    Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.

    .claude/skills/stop-slop/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.