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/wiki-builder

Start, structure, grow, query, and maintain reusable research wikis. Use when the user wants to create a new wiki, add sources to an existing wiki, compile source material into wiki pages, customize wiki structure or flavor, generate research maps, update indexes, or maintain

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dair-academy-plugins
6148 skills
Install
$ npx -y skills add dair-ai/dair-academy-plugins --skill wiki-builder --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/wiki-builder

Context preview

The summary Claude sees to decide when to auto-load this skill.

Start, structure, grow, query, and maintain reusable research wikis. Use when the user wants to create a new wiki, add sources to an existing wiki, compile source material into wiki pages, customize wiki structure or flavor, generate research maps, update indexes, or maintain

SKILL.md

wiki-builder.SKILL.md
name: wiki-builder
description: Start, structure, grow, query, and maintain reusable research wikis. Use when the user wants to create a new wiki, add sources to an existing wiki, compile source material into wiki pages, customize wiki structure or flavor, generate research maps, update indexes, or maintain knowledge bases for papers, topics, projects, products, people, organizations, or ongoing research areas.

Wiki Builder

Purpose

Create and maintain configurable research wikis. Each wiki is a standalone folder with its own sources, compiled pages, derived artifacts, prompts, and local configuration.

By default, wikis live under `~/dair-wikis/`. Override the location with the `WIKI_ROOT` environment variable or the `--root` flag on `init_wiki.sh`.

This skill is intentionally general. Do not hard-code every wiki into the AI papers structure. Use each wiki's `wiki.config.md` as the source of truth for purpose, audience, page types, style rules, and update workflow.

When To Use

Use this skill when the user asks to:

  • Start a new wiki or knowledge base.
  • Create a wiki for research notes, papers, products, people, organizations, domains, projects, or events.
  • Ingest source material into an existing wiki.
  • Generate wiki pages, source pages, concept pages, maps, timelines, briefs, or indexes.
  • Query a wiki and file the answer back into the wiki.
  • Refactor or evolve a wiki's structure, requirements, or flavor.
  • Maintain provenance, source notes, and update logs for a wiki.

Default Wiki Location

Store wikis here unless the user explicitly gives a different path:

${WIKI_ROOT:-$HOME/dair-wikis}/<wiki-slug>

Use lowercase kebab-case slugs, for example `agent-memory`, `ai-evals`, `open-source-models`, or `company-research`.

Core Layout

New wikis should start with this layout:

<wiki-slug>/
├── wiki.config.md
├── raw/
├── wiki/
│   └── index.md
├── derived/
├── prompts/
│   ├── compile-index.md
│   ├── compile-source-page.md
│   ├── compile-concept-page.md
│   ├── query-and-file.md
│   └── lint-wiki.md
├── logs/
│   └── maintenance-log.md
└── sources.md

Add more folders only when the wiki's config needs them. Common additions include `wiki/papers`, `wiki/concepts`, `wiki/people`, `wiki/products`, `wiki/organizations`, `wiki/timelines`, `wiki/questions`, `wiki/maps`, and `assets`.

Starting A Wiki

For new wikis, use the bundled script (resolve its path via the plugin install location, typically `${CLAUDE_PLUGIN_ROOT}/skills/wiki-builder/scripts/init_wiki.sh`):

bash "${CLAUDE_PLUGIN_ROOT}/skills/wiki-builder/scripts/init_wiki.sh" <slug> --title "Readable Title" --flavor research

Pass `--root /custom/path` to put the wiki somewhere other than `~/dair-wikis`.

Supported default flavors are `research`, `paper`, `domain`, `product`, `person`, `organization`, and `project`. Use `research` when unsure.

After scaffolding:

1. Edit `wiki.config.md` to match the user's real goal. 2. Put copied or downloaded source material in `raw/`. 3. Record source provenance in `sources.md`. 4. Generate pages under `wiki/`. 5. Record major maintenance actions in `logs/maintenance-log.md`.

Operating Workflow

1. Resolve The Task

Identify whether the user is asking to start, ingest, compile, query, restructure, lint, or export. If the request names an existing wiki, inspect its `wiki.config.md` before making changes.

2. Use The Local Config

Every wiki can have different rules. Before generating or modifying pages, read:

  • `wiki.config.md`
  • `sources.md` when source provenance matters
  • relevant files under `prompts/` when the wiki has custom prompts

The local config beats generic defaults in this skill.

3. Preserve Provenance

Do not convert loose claims into wiki facts without a source. When using web pages, papers, transcripts, notes, or repository files, record enough provenance that a future agent can find the original source again.

At minimum, `sources.md` entries should include title, source path or URL, date added, and a short note about what it contributes.

4. Compile Pages

Prefer durable wiki pages over one-off summaries. Strong pages usually include:

  • a concise overview
  • source-grounded key points
  • links to related wiki pages
  • open questions or uncertainty
  • update notes when relevant

Keep page structure consistent with the wiki's config and flavor.

5. Maintain The Wiki

When adding or changing many pages, update `wiki/index.md`, relevant maps, and `logs/maintenance-log.md`. If the user's request changes the wiki's purpose or structure, update `wiki.config.md` first.

Flavors

Use `references/wiki-flavors.md` when choosing or adapting wiki types. The reference gives suggested page types and structures for research, paper, domain, product, person, organization, and project wikis.

Quality Bar

  • Make the first page useful immediately.
  • Prefer explicit filenames and stable slugs.
  • Separate raw source material from compiled interpretation.
  • Link related wiki pages.
  • Mark speculation and unknowns clearly.
  • Avoid rewriting the same source summary in many places.
  • Keep generated pages navigable for future agents and humans.
Read more
Ships withdair-academy-plugins

Open-source plugin marketplace for Claude Code by DAIR.AI Academy.

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Repo: dair-ai/dair-academy-plugins

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