Automatically verify citations when agents generate content that makes factual claims or references research.
Verifies citations against a research corpus to prevent hallucinated references in generated content.
/plugin marketplace add jmagly/aiwg/plugin install sdlc@aiwgThis skill inherits all available tools. When active, it can use any tool Claude has access to.
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 pathActivates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
Search, retrieve, and install Agent Skills from the prompts.chat registry using MCP tools. Use when the user asks to find skills, browse skill catalogs, install a skill for Claude, or extend Claude's capabilities with reusable AI agent components.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.