skills/pos-research/SKILL.md
Research composite — quick lookup, deep investigation, and exhaustive multi-source research with citation memory. Replaces 5 research skills.
npx skillsauth add ShaheerKhawaja/ProductionOS pos-researchInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Research composite — quick lookup, deep investigation, and exhaustive multi-source research with citation memory. Replaces 5 research skills.
Replaces: deep-research, max-research, research, research-and-plan, autoresearch
| Action | What |
|--------|------|
| quick [topic] | Fast lookup — 10 sources, context7 docs, < 5 min |
| deep [topic] | 8-phase pipeline — 500 sources, citation verification, 10-20 min |
| exhaustive [topic] | Multi-agent swarm — 2000+ sources, cross-validation, 30-60 min |
~/.productionos/domains/pos-research/sub-skills/{action}.mdevaluation/rubric.yml, update memoryStored at ~/.productionos/domains/pos-research/:
research-log.jsonl (past research with topics and key findings), source-quality.jsonl (trusted vs unreliable sources), learnings.jsonl
| Parameter | Values | Default | Description |
|-----------|--------|---------|-------------|
| action | quick, deep, exhaustive | quick | Sub-skill to run |
| target | path, URL, or description | required | What to operate on |
tools
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development
Local RAG and Graph RAG over the SecondBrain wiki vault. Progressive context loading (hot cache -> index -> domain -> entity). Graph traversal via wikilink resolution. Use when agents need cross-project context, when answering questions that span multiple domains, or when building context for planning tasks. Triggers on: "wiki context", "cross-project context", "what do we know about", "check the wiki", "graph context", "/wiki-rag".
devops
UX improvement pipeline — creates user stories from UI guidelines, maps user journeys, identifies friction, dispatches fix agents. The user-experience equivalent of /production-upgrade.
development
Test-driven development workflow that writes failing tests first, implements minimally, and refactors safely.