Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/kensaurus/cursor-kenji/audit-realworldnpx skills add kensaurus/cursor-kenji --skill audit-realworldgit clone --depth 1 https://github.com/kensaurus/cursor-kenjiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/kensaurus/cursor-kenji/audit-realworld)<a href="https://agentmods.dev/skills/kensaurus/cursor-kenji/audit-realworld"><img src="https://agentmods.dev/badge/skills/kensaurus/cursor-kenji/audit-realworld.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00067 | $0.03175 |
| Opus 5 | $0.00034 | $0.01588 |
| Sonnet 5 | $0.00013 | $0.00635 |
| Haiku 4.5 | $0.00007 | $0.00317 |
Grade A, and why
audit-realworld scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 287 lines — stays where its author put it; the contents beside it link to each section on GitHub.
audit-realworld — Full-Stack Gap Audit vs the RealWorld Reference
Degree of freedom: MIXED — Mode, parity, and routing [HIGH freedom];
Phase 4 contract-suite run [LOW freedom — run exactly] when a server or
suite exists.
Read-only. Findings and a prioritized gap report only — no code changes. Remediation goes to the skill named per finding.
RealWorld ("Conduit") is an objectively testable full-stack benchmark: formal
API spec, shared E2E suite, shared CSS theme, hosted API at
api.realworld.show.
The RealWorld API spec and its E2E suite are the source of truth — not any single community implementation. Reference repos vary; the spec and the passing suite do not.
RealWorld is a demo spec, not a production bar. It omits rate limiting, observability, caching, CI/CD, secrets, and deployment. Report feature/ pattern parity, then delegate hardening to
audit-security,plan-security-audit,plan-perf-audit,plan-rls-audit, andfull-stack-ship-discipline.
How to reason — Observe → Interpret → Classify → Severity
- Observe — quote the spec contract (or pattern) and the repo's
file:line(or suite result) - Interpret — does this layer implement the contract, or only the UI/route?
- Classify — Implemented / Partial / Missing / Diverges — or Bow-out if the repo is not a web CRUD+auth app
- Severity — core Conduit / authz / list-contract gaps = High; production-omitted concerns are routed, not scored as RealWorld misses
Worked example
Observe: Conformance mode.
GET /api/articlesreturns{ articles }with noarticlesCountand nolimit/offset(app/api/articles/route.ts). Bruno list request fails the count assertion. Auth header isToken <jwt>. Interpret: the list contract is partial; clients cannot paginate. Auth scheme matches the spec. Classify: Partial (pagination /articlesCount); auth Implemented. Severity: High — feed is a core Conduit surface. Finding: Article list | no pagination / articlesCount | High | complete-everything
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 287 lines · 67 tokens per session scan A 859007c259f9
audit-realworld is a skill published in the GitHub repository kensaurus/cursor-kenji (9 stars, last pushed 8d ago), licensed MIT. It adds 67 tokens to every session and 3,175 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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