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 skills add Wang-Cankun/cankun-skills --skill repo-wayfindergit clone --depth 1 https://github.com/Wang-Cankun/cankun-skillsWrote 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/wang-cankun/cankun-skills/repo-wayfinder)<a href="https://agentmods.dev/skills/wang-cankun/cankun-skills/repo-wayfinder"><img src="https://agentmods.dev/badge/skills/wang-cankun/cankun-skills/repo-wayfinder/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/wang-cankun/cankun-skills/repo-wayfinder"><img src="https://agentmods.dev/badge/skills/wang-cankun/cankun-skills/repo-wayfinder.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00063 | $0.02276 |
| Opus 5.5 | $0.00025 | $0.00910 |
| Sonnet 5.5 | $0.00013 | $0.00455 |
| Haiku 4.5 | $0.00006 | $0.00228 |
Grade A, and why
repo-wayfinder 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 8d 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 — 156 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repo Wayfinder
Documentation routes; it does not prove. Every current claim has one owner — code, a type, a schema, configuration, or one living document — and every other mention is a pointer to it. Tests and probes verify the owner without becoming a second one.
A cache is a sentence that restates the code, so a refactor that keeps the design would make it false: a constant, a field name, a page size, which file does what, the order of queries. It is a second owner, edited with every change or left stale. A living document states what the code cannot: the job and the boundary, the invariant a caller relies on, the hazard that bit, the reason. When a document drifts again after each fact check, cut its cache instead of checking it again.
A sentence is stale when its owner now says otherwise: a present-tense claim the code contradicts, a decision a later one superseded, a link to a moved or removed target, a status or next step shown as current that is done or dropped. The aim is no stale sentence, not a length: cache goes because it goes stale, and a long document of owned, true sentences stays.
- A living document is edited in place to stay current. It owns one question and changes when that question's answer changes: its update trigger.
- A record is dated and written once (a review, report, meeting note), kept in a folder with an index, and corrected by an attached dated note, never rewritten.
Quick pass (default)
- Pin the commit agents actually load (the primary checkout's branch: a rule changed on an
unmerged branch still loads from the trunk), the scope and the instruction chain
(
AGENTS.md,AGENTS.override.md,CLAUDE.md,GEMINI.md, tool rule folders, an agent memory index, ignored local files), and measure the chain against the loading limits. - Walk two to four real tasks from a cold start:
task -> first route -> next pointer -> owner -> test or probe. Check every present-tense claim and stated decision on the way against its owner; each stale one is a finding (when a test and its implementation disagree, report it). Count the files and words each walk read. Where agent session transcripts exist, also count which documents agents actually opened in recent sessions: a historical file opened at all is a finding. - For each code-adjacent document the walks read, measure over the last month or two the share of its code's changes that also edit it, and the changes that only re-sync it; count from the module's first build, per merged change. A document that changes with most of them, or whose stated update trigger is "the implementation changes", is a cache: report that, with sample cache sentences, rather than its stale facts.
- In the instruction chain and the documents the walks read, find current claims stated in more than one place (versions, commands, behaviours, limits) and name each one's owner. Also flag sections with no owning question, and rules written for a weaker model (read X before every edit, always run every test, a boundary stated more strongly than its risk).
- Report the findings, each with evidence and one disposition, and the choices only the user can make.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 8d ago Changed · -1 lines 59c98123cd64
- 9d ago Changed · +41 lines · +5 tokens per session 78ffc5bec17b
- 19d ago Changed 6a284b726e8e
- 29d ago Changed · -88 lines · -11 tokens per session cc0558ad2f39
- 1mo ago Changed · -50 lines · +27 tokens per session 1b6a34f34e98
- 1mo ago Changed · -48 tokens per session 9447e442ecc6
- 2mo ago First seen · 254 lines · 90 tokens per session scan A 3ee1200f9248
repo-wayfinder is a skill published in the GitHub repository Wang-Cankun/cankun-skills (2 stars, last pushed yesterday), licensed MIT. It adds 63 tokens to every session and 2,276 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-08-31.
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