censor
Skill6 starsChanged 3 months agoMITView on GitHub
Fact-checker for documentation — detects duplicates (similarity >70%) and broken internal links in markdown files. Skips code blocks, inline code, and external URLs. Use when: "check duplicates", "find duplicate docs", "broken links", "broken references", "validate links", "censor".
2 other projects use a version of this.
Adopted by
Most recently taken up by
- VibeEngineering-LLC/agent-ops-doctrinetheir own version, first seen Sep 15, 2026
- bestdeejay-design/chronostheir own version, first seen Sep 1, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- bestdeejay-design/chronos★ 1same name
- VibeEngineering-LLC/agent-ops-doctrine★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository59 other files it gives its agents.
- skills/chronos/references/AGENTS.mdAGENTS.md
- api-contract-testingSkill
- api-doc-generatorSkill
- canonSkill
- changelog-generatorSkill
- chronosSkill
- code-reviewSkill
- commit-lintSkill
- commit-message-writerSkill
- coverage-analyzerSkill
- csv-proSkill
- data-analysisSkill
- deweySkill
- diagram-makerSkill
- doc-compareSkill
- docs-productSkill
- docs-projectSkill
- docs-systemSkill
- dsh-runnerSkill
- frontend-a11ySkill
- frontend-design-tasteSkill
- frontend-perfectionSkill
- frontend-performanceSkill
- frontend-testingSkill
- github-repo-hygieneSkill
- long-running-agent-workflowSkill
- mermaid-to-imageSkill
- mobile-frontendSkill
- pdf-report-builderSkill
- plan-skillSkill
- prd-to-appSkill
- presentation-craftSkill
- presentation-engineeringSkill
- presentation-makerSkill
- raster-to-svgSkill
- reddit-karmaSkill
- repo-community-filesSkill
- repo-metadata-healthSkill
- repo-readme-assetsSkill
- repo-social-previewSkill
- secret-scannerSkill
- security-reviewSkill
- seo-auditSkill
- seo-contentSkill
- seo-crawlSkill
- seo-schemaSkill
- seo-toolkitSkill
- skill-feedbackSkill
- skill-forgeSkill
- skill-suggesterSkill
- sql-helperSkill
- systematic-debuggerSkill
- test-generatorSkill
- test-graphicsSkill
- velesSkill
- version-bumperSkill
- video-script-writerSkill
- web-replicationSkill
- web-scraperSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 0 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 59
Do not use for taxonomy classification or orphan statistics.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Censor — Fact-Checker
Detects duplicate documents and broken internal links in markdown documentation.
What it does
- Duplicates — finds documents with similarity above threshold (default 70%)
- Broken links — validates relative markdown links; skips code blocks, inline code, external URLs (http/https/mailto)
Usage
# Via Chronos orchestrator
chronos --path . --preset minimal
# Direct invocation
python -m chronos.agents.censor --path .Output Format
[warning] duplicate: High similarity (85%) with docs/ROADMAP.md
[warning] broken_link: Broken link: missing.mdConfiguration
| Parameter | Default | Description |
duplicate_threshold | 0.7 | Similarity threshold for duplicates (0.0-1.0) |
ignore_patterns | [] | Glob patterns to exclude from checks |
Triggers
check duplicates/find duplicate docsbroken links/broken referencesvalidate links/link checkcensor
Integration
Loaded by Chronos as part of minimal, standard, and full presets.
Boundaries
- Do not use for taxonomy classification or orphan statistics; use
deweyorvelesrespectively.
Procedure and limits
Scan Markdown files, exclude code examples from link checks, resolve relative links from the source document directory, and report the source line. Similarity is a triage signal, not proof of duplication: show both paths and the score so an agent can decide whether the overlap is intentional.
Verification
The report must contain the number of documents scanned, duplicate threshold, links checked, findings, and exit status. Distinguish a missing local target from an intentionally generated or external target; do not auto-delete or merge documentation.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

