jiang-lens-concept-writer — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited jiang-lens-concept-writer (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 to build one serious public concept page. Examples: poetry as virus, guide as trap, eschatology, game theory, sacred machine, false authority, free will, reciprocity, attention capture.
jiang-corpus-impact-pass,website/src/content/docs/lens*.md,website/src/data/lens/link-index.json.Usually:
website/src/content/docs/lens/<concept-slug>.mdConcept pages are public reader-facing pages. They should not read like internal documentation.
Every concept page should be entry-point resilient. Do not assume the reader already read /introduction or the atlas. If you use words such as corpus, lens, episode, source trail, or agent, define them in local context or write around them.
Write as a compact chapter:
Important concept pages can be 2,000-4,000 words if the evidence supports it. Do not pad. Do not leave them skeletal.
Compression does not mean every recurring source belongs on the same page.
pages. This is not a hard cap, but crossing it should force a structure check.
candidate. Before appending, ask whether a section has become its own reusable mechanism.
become a parent plus child concepts, unless the PR or proposal explains why the evidence still belongs in one reader-held lens.
section, or proposal rather than a mature public concept. Publish or keep it only when the mechanism is strong enough to be reused before the corpus is fully developed.
compact impact decision or child-page proposal over more prose.
Before writing or expanding a concept, check whether the corpus already has a better home for the mechanism:
order.
Create a new page only when the idea is a reusable mechanism that cannot be absorbed into an existing concept without losing force. If the idea is really an alias, relation, chronology note, or example, update the existing page instead.
Use Markdown inline evidence marks:
[visible source-grounded phrase]{evidence="video:<source-slug>@transcript:v1#seg-0001"}Mark the phrase that depends on the source, not the whole paragraph. The first ref should visibly support the marked phrase.
Use lens points for durable, reusable anchors:
<!-- lens-point id="guide-trap-necessary-guide" concept="guide-becomes-trap" evidence="video:predictive-history-6m1z-v3wgok@transcript:v1#seg-0014" -->
<span id="guide-trap-necessary-guide" class="lens-point-anchor"></span>
The guide becomes a trap exactly there...Keep lens point blocks compact enough to make a useful hover.
Dates matter when Jiang changes, intensifies, contradicts, or tests a position. Older sources remain historical evidence. Newer sources can define the latest visible position only when exact dated refs support that.
Use dates in prose, chronology sections, source-cluster notes, or popovers. Do not make every section title a date unless the page is explicitly a timeline.
Before handoff, use jiang-lens-judge. Patch actionable findings, then run:
node ops/scripts/compile-content.mjs
node ops/scripts/validate-content.mjs
cd website && npm run build~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.