Borrowing it
Nothing to install: this file belongs to Tatsh/wiswa-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Tatsh/wiswa-mcp/master/AGENTS.mdgit clone --depth 1 https://github.com/Tatsh/wiswa-mcpWrote 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/instructions/tatsh/wiswa-mcp/agents-md)<a href="https://agentmods.dev/instructions/tatsh/wiswa-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/tatsh/wiswa-mcp/agents-md/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/instructions/tatsh/wiswa-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/tatsh/wiswa-mcp/agents-md.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 | $0.00947 | $0.00947 |
| Opus 5 | $0.00474 | $0.00474 |
| Sonnet 5 | $0.00189 | $0.00189 |
| Haiku 4.5 | $0.00095 | $0.00095 |
Grade A, and why
wiswa-mcp AGENTS.md 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 9d 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 — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agents and AI guidance
All agent definitions, skills, and project rules live under .claude/. Use that tree whether you
use Claude Code, Cursor, GitHub Copilot, or another assistant: open or reference the files directly,
and use each product's own mechanics for attaching repo context where needed.
- Hard prerequisite before any repository edit: Read .claude/rules/general.md
in full (including Before editing repository files), then every other relevant
.claude/rules/*.mdfor the paths you will change, and any applicable.claude/agents/*.mdor.claude/skills/*/SKILL.md(for example when the task follows CI, regen, or another named workflow, or the user names an agent or skill). Do this before creating, modifying, or deleting tracked files. - If the user is only adding instructions for the assistant, do not edit the repository unless they ask for a concrete change.
Rules (.claude/rules/)
| File | Scope |
|---|---|
| general | Project-wide conventions |
| python | Python coding (**/*.py, **/*.pyi) |
| python-tests | Test conventions (tests/**/*.py) |
| json-yaml | JSON and YAML files |
| toml-ini | TOML and INI files |
| markdown | Markdown files |
Skills (.claude/skills/)
Skills are folders with a SKILL.md file (for example ci or
make-release when present). The make-release skill drives
the changelog, version bump, and push.
Agents (.claude/agents/)
| Agent | Purpose |
|---|---|
| click-auditor | Validate Click command consistency. |
| coverage-improver | Identify coverage gaps and write tests. |
| docstring-fixer | Audit and fix missing/incomplete docstrings. |
| mypy-fixer | Fix mypy errors and eliminate Any. |
| python-expert | General expert-level Python coding (includes mypy/typing). |
| python-moderniser | Upgrade code to modern Python features. |
| test-writer | Generate tests following project patterns. |
| markdownlint-fixer | Fix markdownlint-cli2 issues. |
| qa-fixer | Run yarn format and yarn qa until clean. |
| workflow-shellcheck | ShellCheck embedded Bash in workflow YAML. |
| badge-sync | Sync docs/badges.rst with README.md. |
| changelog | Update CHANGELOG.md with entries since last release. |
| copy-editor | Fix prose style, grammar, and spelling in comments/strings. |
| regen | Run Wiswa, post-process, verify, and commit. |
| wiswa-sync | Reflect managed file changes back to .wiswa.jsonnet. |
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.
- 9d ago First seen · 52 lines · 947 tokens per session scan A 4006f5ed39fc
wiswa-mcp AGENTS.md is an instructions file published in the GitHub repository Tatsh/wiswa-mcp (0 stars, last pushed 2d ago), licensed MIT. It adds 947 tokens to every session, about $0.0047 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 2026-08-31.
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