Wiki Research Loop
Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over...
Install
npx skills add rohitg00/pro-workflow --skill wiki-research-loop -g -a claude-code -y- Repository
- rohitg00/pro-workflow2.9k
- Category
- Git and review
- Updated
- 1mo ago
- License
- See repository
- Context cost
- Lightabout 1,350 tokens
- Runs scripts
- Yes, review before use
What it does
Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a seed from the queue, fetches sources, drafts a wiki page, dedupes claims against existing pages, enqueues follow-up seeds. Halts on budget cap, depth cap, or convergence. Use when the user says "research <topic>", "grow the <slug> wiki", "auto-research", or wants a knowledge base that builds itself overnight.
Wiki Research Loop
Driver that turns a wiki into an auto-grown knowledge base. Layers on top of wiki-builder and wiki-query.
Loop semantics
seed-queue (pending) → next-seed
→ fetch sources via plugins (web | arxiv | github)
→ extract claims
→ dedupe vs index (FTS5; later vector via 3.3.2)
→ compile new page or amend existing
→ upsert page (auto-FTS-index)
→ enqueue follow-up seeds (max-depth gate)
→ mark seed done
→ if budget OR convergence OR kill-switch → halt
Halt conditions (any one trips)
budget_usdexceeded (loop tracks per-fetcher cost estimate)max_pages_per_runwrittenmax_depthreached on every active branch- 3 consecutive pages add < 5 % new claims (convergence)
- File
~/.pro-workflow/STOPexists (operator kill-switch) wiki.config.mdauto_research.enabled: false- Wiki
private: trueAND any non-local fetcher selected
Commands
In a plugin session, call the providers MCP server's run_provider_task tool with task: "research" and the runner arguments below, for example args: ["run", "agent-memory", "--fetchers", "github"]. Its optional GitHub token comes from the plugin configuration dialog. The direct CLI uses PRO_WORKFLOW_GITHUB_TOKEN when explicitly supplied. Never retrieve tokens from existing machine credentials.
node $SKILL_ROOT/scripts/research-loop.js run <slug> [--max-pages N] [--max-depth N] [--budget-usd 0.50] [--fetchers web,arxiv,github]
node $SKILL_ROOT/scripts/research-loop.js seed <slug> "<query>" [--depth 0] [--parent-id N]
node $SKILL_ROOT/scripts/research-loop.js seeds <slug> [--status pending|active|done|failed]
node $SKILL_ROOT/scripts/research-loop.js cancel <slug>
node $SKILL_ROOT/scripts/research-loop.js status
CLI flags override wiki.config.md for one run only.
Source fetchers
Pluggable. Each lives at scripts/source-fetchers/<name>.js. Interface:
