wiki-query

Answers questions from an LLM wiki with citations to wiki pages and raw sources.

Updated Jul 14, 2026
One-click install
npx skills add https://github.com/Douglas-v/strategic-ai-paperclip-lab --skill wiki-query-douglas-v
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: wiki-query
Source: https://github.com/Douglas-v/strategic-ai-paperclip-lab/tree/main/paperclip/packages/plugins/plugin-llm-wiki/skills/wiki-query
Command: npx skills add https://github.com/Douglas-v/strategic-ai-paperclip-lab --skill wiki-query-douglas-v

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? When an operation issue asks a question against an LLM Wiki, answers often disappear into chat threads or get invented without grounding. This Skill answers strictly from what the wiki actually contains, cites every claim, and offers to file durable synthesis back into the wiki so knowledge compounds. ## Core Features & Use Cases - Citation-grounded answers: Reads the space's wiki/index.md, follows [[wiki-links]] across pages, and cites wiki pages or raw sources inline for every claim. - Source verification: Inspects raw sources via wiki_read_source when a wiki page's claim feels thin, and names gaps the wiki did not summarize. - Durable synthesis filing: When a query requires real synthesis (comparisons, tradeoffs, new definitions), offers to write it to wiki/synthesis/<slug>.md, link it from the index, and log a query | filed synthesis entry — opt-in only. - Use Case: An operation issue with operationType: "query" asks how managed resources differ across two concepts. The Skill navigates the wiki, reads the relevant pages and one raw source, answers with inline citations, and proposes filing the comparison as a synthesis page. ## Quick Start Answer this operation issue's question using the LLM Wiki for the given wikiId and spaceSlug, citing wiki pages and raw sources, and offer to file any durable synthesis.

Frequently Asked Questions about wiki-query

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I answer a question from an LLM Wiki with citations?

Open the target space's wiki/index.md first to identify candidate pages, then read them with wiki_read_page and follow wiki-links to neighbors. Answer directly in 1-4 sentences, then list supporting facts as bullets, each with an inline citation to a wiki page or raw source.

How do I verify a wiki page's claim against raw sources?

Use wiki_read_source with the operation issue's wikiId and spaceSlug to inspect the raw source the wiki page points to. If you relied on a raw source the wiki did not summarize, name that as a gap in your answer.

When should a query answer be filed as a synthesis page?

File a synthesis page only when the question forced real synthesis, such as a comparison, a tradeoff, or a definition not already covered by a page. It is opt-in: propose it first, and only write to wiki/synthesis after the user accepts, then update wiki/index.md and wiki/log.md.

What happens when the wiki cannot answer a question?

State plainly that the wiki cannot answer and never bluff. Suggest a concrete next step such as ingesting a specific source, distilling a Paperclip project, or performing a web lookup.

Which tools does a wiki query operation require?

The workflow uses wiki_search, wiki_read_page, wiki_list_sources, and wiki_read_source for reading, plus wiki_write_page only when filing an approved synthesis. Every call must include the operation issue's wikiId and spaceSlug.