flonat/flonat-research/knowledge-lint
Claude Code and agent skill by flonat/flonat-research
- community
Checking that the SKILL.md file is still in the repository.
Lint an existing project knowledge base for contradictions, uncited claims, missing connections, stale articles, and orphaned concepts. Use when checking the integrity of already compiled knowledge before relying on or expanding it. Not for compiling raw sources; use $compile-knowledge.
Install
npx vskill@latest install flonat/flonat-research/knowledge-lintSKILL.md
Knowledge Lint
Substantive consistency checks on the compiled knowledge wiki. Producescorrespondence/internal-reviews/KNOWLEDGE-LINT-REPORT.md.
Output Path
Per rules/review-artefact-routing.md (auto-loads in research projects (path-scoped to paper-*/ and paper/)):
- Source slug:
knowledge-lint - Write reports to:
reviews/_project/knowledge-lint/YYYY-MM-DD-HHMM.mdinside the project. Path is relative to the research project root, not the Task-Management repo. - Never at project root (
./CRITIC-REPORT.md-style filenames are forbidden — pre-rule layout). - Idempotency: if today's file exists, append a same-day descriptor (
{date}-revision.md,{date}-r2.md,{date}-pre-submission.md) — never overwrite. - Index update: if
reviews/INDEX.mdexists, write a one-line entry under "Latest per source" pointing at the new file. Otherwisereview-recapwill rebuild the index next time it runs. - Infrastructure repos (Task-Management, atlas-workspace, etc.): this section does not apply — the path-scoped rule won't load there.
When to Use
- After running
compile-knowledgeto verify integrity - Before writing a paper section to check the knowledge base is solid
- Periodically (monthly) to catch drift
- When switching between projects to verify knowledge is current
When NOT to Use
- If no
knowledge/directory exists — runcompile-knowledgefirst - For structural project audits — use an installed research-project audit workflow
- For bibliography validation — use the configured bibliography validator
Pre-Check
- Verify
knowledge/exists and has at least 2 articles (linting a single article is pointless) - If missing: "No knowledge directory found. Run
compile-knowledgefirst."
Checks
1. Contradictions
Scan all articles for claims about the same concept that disagree:
| Check | How | |
|---|---|---|
| Same concept, different claims | Compare Key Findings sections across articles that share wikilinks | |
| Method disagreements | Check if two articles recommend different approaches for the same problem | |
| Factual conflicts | Cross-reference dates, numbers, definitions across articles |
Report format:
2. Uncited Claims
Scan Key Findings sections for assertions without source attribution:
| Check | How | |
|---|---|---|
| Missing citations | Findings that don't reference a paper, session log, or decision | |
| Vague citations | "Some studies show..." without specific references | |
| Self-referential | Citing another knowledge article instead of a primary source |
3. Missing Connections
Check for concepts that should link to each other but don't:
| Check | How | |
|---|---|---|
| Shared keywords | Two articles mention the same method/dataset/author but don't cross-reference | |
| Atlas connections | Atlas topic has connected_topics that don't have corresponding knowledge articles | |
| Orphaned articles | Articles with zero incoming wikilinks from other articles |
4. Staleness
| Check | How | |
|---|---|---|
| Stale articles | Last updated > 90 days ago AND project has had session activity since | |
| Source drift | New papers in docs/literature-review/ not compiled into any article | |
| Memory drift | New [LEARN] entries in MEMORY.md not reflected in knowledge articles | |
| Session drift | Recent session logs mention findings not in any knowledge article |
5. Coverage Gaps
| Check | How | |
|---|---|---|
| Key paper not compiled | Papers cited in paper-*/paper/*.tex but not in any knowledge article | |
| Method not documented | Estimators/methods used in code but not explained in knowledge | |
| Concepts mentioned but not defined | Terms used across multiple articles without a dedicated article |
6. Promotion readiness (advisory)
Project knowledge articles are the upstream source that wiki-grow promotes into vault concepts (~/vault/concepts/). Articles that escape their origin project (mentioned in ≥3 corpus docs) get auto-promoted as status: draft and later curated to the concept anatomy (packages/research-atlas-schema/schema.md → "Concept File Schema"): a lead ## In one line definition, encyclopedia-voice body, and a ## In my portfolio section for project-specific prose.
This is advisory, not a hard check — project knowledge lives in the project's own voice and needn't conform. But flagging an article that leads with a crisp, project-agnostic definition as "promotion-ready" (vs. one that opens mid-analysis) helps: the cleaner the lead, the cheaper the eventual draft→curated pass. Note such articles in Recommendations; don't rewrite them here.
Report
Write correspondence/internal-reviews/KNOWLEDGE-LINT-REPORT.md (create directory with mkdir -p if needed):
Cross-References
| Skill | Relationship | |
|---|---|---|
compile-knowledge | Run this first to build/update the wiki | |
store-insight | Use to fix individual gaps found by lint | |
research-atlas-coherence | Complementary — checks topic-level connections, not article-level | |
wiki-curate | Downstream — audits the vault concepts these articles promote into (anatomy, lifecycle, overlap) |
Security
- Security scanPassed, 95 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/knowledge-lint/SKILL.md
Popularity
- Repository stars
- 144
- Repository forks
- 27
- 7-day trend score
- 25
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
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