jiang-lens-atlas-maintainer — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited jiang-lens-atlas-maintainer (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Use this for the high-level public map of the lens, usually:
website/src/content/docs/lens.mdThe atlas is a map, not the full encyclopedia. Concept depth belongs in concept pages.
link-index.json,lens-point:* anchors for reusable ideas.The atlas should answer:
Keep prose compressed. Do not dump raw source refs or internal workflow notes. Use inline evidence marks and lens point anchors where the map makes a durable claim.
The atlas must be entry-point resilient. A reader who lands here from search or a shared link should not need /introduction to know that the corpus means Jiang Xueqin's Predictive History lectures, Great Books lectures, interviews, and writing processed by this project.
Use the atlas to prevent both bloat and premature fragmentation.
mark it as a split-review candidate in your own proposal or PR notes before adding more atlas weight to it.
prefer a parent/child structure unless the concept still reads as one compact mechanism.
keep it inside a parent concept, or hold it as a seed until more evidence arrives, unless it is a foundational primitive with unusually strong source force.
likely child-page candidates. The atlas should make that shape visible instead of letting one page become an encyclopedia.
Use lens points only for addressable ideas other pages may cite:
Do not tag decorative prose. Preserve IDs when rewriting a point unless the idea itself changes.
Run:
node ops/scripts/compile-content.mjs
node ops/scripts/validate-content.mjs
cd website && npm run buildIf an episode references a lens point that no longer exists, validation should fail. Fix the atlas or the episode link; do not leave stale IDs.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.