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From sdlc
Verifies citations in agent-generated content against research corpus, blocks hallucinations, enforces GRADE-compliant hedging, and logs gaps.
npx claudepluginhub jmagly/aiwg --plugin sdlcHow this skill is triggered — by the user, by Claude, or both
Slash command
/sdlc:citation-guardThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Automatically verify citations when agents generate content that makes factual claims or references research.
Audits citations, verifies claims against cited sources, and checks whether papers support attributed claims. Runs one-shot on explicit request.
Prevents AI hallucinations in research outputs by verifying citations, scoring confidence, applying 7-type taxonomy, and using OWASP ASI08 circuit breakers for claim validation.
Verifies academic citations against CrossRef and BibTeX to catch AI-confabulated references, wrong DOIs, and fabricated co-authors. Run before commits that add or change citations in .md, .tex, .bib, or .ipynb files.
Share bugs, ideas, or general feedback.
Automatically verify citations when agents generate content that makes factual claims or references research.
.aiwg/research/docs/This skill acts as a passive citation guard, activating whenever agents generate content that includes citations or factual claims requiring evidence. It prevents citation hallucination by verifying references exist before they are written.
When triggered, this skill:
Intercept citation generation:
Verify against corpus:
.aiwg/research/sources/ or .aiwg/research/findings/Check GRADE compliance:
Allow or warn:
Track gaps:
.aiwg/research/TODO.mdactivation:
always_active_for:
- technical-writer
- documentation-synthesizer
- requirements-analyst
- architecture-designer
- domain-expert
- technical-researcher
triggers_on_content:
- pattern: "REF-\\d{3}"
- pattern: "@\\.aiwg/research/"
- pattern: "according to"
- pattern: "research (shows|demonstrates|suggests|indicates)"
- pattern: "\\(\\w+ et al\\., \\d{4}\\)"
This skill uses:
project-awareness: Load project's research corpus path