Research Cite Command
Generate properly formatted citation from research corpus
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Reusable instructions for compatible AI agents.
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Generate properly formatted citation from research corpus
Search and navigate SDLC artifacts by topic, type, phase, or tag using the aiwg index CLI
Build or rebuild the SDLC artifact index for agent-navigable discovery
Verify bidirectional traceability from requirements to code to tests and identify coverage gaps and orphan artifacts
Route structured artifact work to AIWG workflows via MCP with zero parent context cost
Update existing project WARP.md with latest AIWG orchestration guidance
Preflight issue bodies for prompt-injection and supply-chain risk before address-issues acts on them
Generate W3C PROV-compliant provenance records automatically when agents create or modify artifacts
Run the research corpus lint ruleset to detect structural and referential integrity issues — orphan notes, missing frontmatter, broken references, missing GRADE assessments.
Lint and repair citation sidecars in a research corpus — structural integrity (missing Outgoing/Incoming sections, missing frontmatter ref/title/type, doubled-append duplicate table headers), zero-edge orphan detection, (see REF doc) author backfill from the analysis citation block, and affiliati...
Synchronize documentation and code to eliminate drift — detect stale docs, fix documentation drift, reconcile code-to-docs and docs-to-code with parallel audit and Al refinement
Agent skill for QA / Test Engineer, Product Manager, Technical Product Manager, published by jmagly. Project details and file access are provided by the publisher.
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