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Wiki Query

  • 52 installs
  • 2.8k repo stars
  • Updated August 3, 2026
  • rohitg00/pro-workflow

Helps with ai & agent building tasks during AI-assisted development.

About

wiki-query is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.

  • wiki-query
  • AI & Agent Building
  • AI-coding skill

Wiki Query by the numbers

  • 52 all-time installs (skills.sh)
  • +13 installs in the week ending Aug 5, 2026 (Skillselion tracking)
  • Ranked #7,142 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/rohitg00/pro-workflow --skill wiki-query

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Listed on Skillselion
Installs52
repo stars2.8k
Last updatedAugust 3, 2026
Repositoryrohitg00/pro-workflow

What it does

Helps with ai & agent building tasks during AI-assisted development.

Files

SKILL.mdMarkdownGitHub ↗

Wiki Query

FTS5 BM25 retrieval over wiki pages indexed by wiki-builder.

When to use

  • Before writing any new wiki page → check coverage first
  • User asks a domain question that may already live in a wiki
  • "Ask the <slug> wiki: <question>"
  • Verifying citations before quoting a claim
  • SessionStart auto-load when prompt matches a known wiki topic

Commands

node $SKILL_ROOT/scripts/query.js search "<query>" [--wiki <slug>] [--limit 10] [--json]
node $SKILL_ROOT/scripts/query.js related <slug> <rel-path> [--limit 5]
node $SKILL_ROOT/scripts/query.js show <slug> <rel-path>

search with no --wiki ranks across all wikis. related finds adjacent pages by reusing the page's title + summary as the query.

Output

JSON-friendly. Each hit:

{
  "page_id": 12,
  "wiki_slug": "agent-memory",
  "rel_path": "wiki/concepts/episodic-memory.md",
  "title": "Episodic Memory",
  "snippet": "... [time-stamped] traces, distinct from semantic ...",
  "rank": -3.21
}

Lower (more negative) rank = better BM25 match.

Citing back

Every wiki hit must be cited as:

[wiki:<slug>] <title> — `<rel_path>`

Do not paraphrase a hit without showing the source.

SessionStart integration

When pro-workflow's SessionStart hook detects wiki-relevant terms in the user prompt, it runs query.js search "<prompt>" --limit 3 and injects top hits into the session as a hint:

[wiki-query] 3 relevant pages:
- agent-memory · wiki/concepts/episodic-memory.md
- agent-memory · wiki/papers/park-2023-generative-agents.md
- ...

Helps Claude recall existing knowledge instead of redoing research.

Limits (Phase 3.3.0)

  • BM25 only. Vector search arrives 3.3.2 with sqlite-vec.
  • No re-ranking. MMR diversity arrives with the research loop in 3.3.1.
  • Snippet window is 16 tokens around match — tune via --snippet-len.

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