{"enrichment":{"faq":[{"a":"Research Lint performs health checks on your research directory, identifying orphaned sources, missing entity hubs, broken wikilinks, stale claims, and contradictions. The skill runs seven checks\u2014four fast mechanical scans plus optional LLM-powered analysis\u2014and auto-applies safe edits like appending new contradictions and open questions while flagging issues that need your judgment.","q":"What does research-lint do?"},{"a":"Research Lint scans your research folder by running automated checks that detect structural and content issues. You can trigger a full health check to identify problems like orphaned sources, broken links, missing entity pages, and stale claims. The skill generates an audit report with actionable items for maintenance.","q":"How do I lint my research directory?"},{"a":"Research Lint detects orphaned sources, broken wikilinks, missing entity hubs, contradictions within your documentation, and stale claims. It also identifies research gaps and synthesizes open questions for further investigation, helping you spot both mechanical problems and content quality issues.","q":"What issues can research-lint find and flag?"},{"a":"Yes. Research Lint runs seven automated checks\u2014four fast mechanical scans plus optional LLM-powered analysis\u2014to validate your research structure and flag problems. It auto-applies safe edits and generates a comprehensive audit report with recommendations for your research directory.","q":"Can research-lint check the wiki for issues automatically?"},{"a":"Research Lint detects contradictions and stale claims within your research documentation and flags them for your review. The skill can auto-append new contradictions and open questions to relevant pages while marking issues that require your judgment before any changes are made.","q":"What happens after research-lint detects contradictions?"},{"a":"Research Lint validates your research structure by running health checks that identify missing entity hubs, orphaned sources, and broken links. It performs both mechanical validation and optional LLM-powered analysis to ensure your research directory is well-organized and internally consistent.","q":"Does research-lint validate research structure?"}],"shadow_tags":["quality-assurance","wiki-validation","research-maintenance","data-integrity","link-checking","consistency-detection","gap-analysis","source-management","knowledge-graph-audit"],"summary_rewrite":"Research Lint performs health checks on your research directory, identifying orphaned sources, missing entity hubs, broken wikilinks, stale claims, and contradictions. The skill runs seven checks\u2014four fast mechanical scans plus optional LLM-powered analysis\u2014and auto-applies safe edits like appending new contradictions and open questions while flagging issues that need your judgment."},"files":[{"bytes":9216,"path":"plugins/ai-research-os/skills/research-lint/SKILL.md","sha256":"b8ac87643ac5c21f2697e079edce9466db0d076f92add222f2502a543599e724","url":"https://skillfed.io/files/iusztinpaul/ai-research-os-workshop/research-lint/9dca2784/SKILL.md"}],"id":"iusztinpaul/ai-research-os-workshop/research-lint","links":{"html":"https://skillfed.io/iusztinpaul/ai-research-os-workshop/research-lint","md":"https://skillfed.io/iusztinpaul/ai-research-os-workshop/research-lint.md","repo":"https://github.com/iusztinpaul/ai-research-os-workshop"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":29,"language":"Python","last_updated":"2026-06-27","license":"MIT","name":"research-lint","publisher":"iusztinpaul","stars":158},"relations":{"similar":[{"id":"iusztinpaul/ai-research-os-workshop/research"},{"id":"iusztinpaul/ai-research-os-workshop/research-render"},{"id":"IssacW228/student-llm-wiki/wiki-lint"},{"id":"JosiahSiegel/claude-plugin-marketplace/adr-discovery"},{"id":"IssacW228/student-llm-wiki/wiki-ingest"},{"id":"paperclipai/paperclip/wiki-lint"},{"id":"getpaperclipai/paperclip/wiki-lint"},{"id":"open-gitagent/opengap/wiki-ingest"},{"id":"Human-Agent-Society/CORAL/create-notes"},{"id":"iusztinpaul/ai-research-os-workshop/research-distill"}]},"slug":{"owner":"iusztinpaul","repo":"ai-research-os-workshop","skill":"research-lint"},"version":"9dca2784"}