Borrowing it
Nothing to install: this file belongs to zenml-io/kitaru-skills. 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/zenml-io/kitaru-skills/main/CLAUDE.mdgit clone --depth 1 https://github.com/zenml-io/kitaru-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/instructions/zenml-io/kitaru-skills/claude-md)<a href="https://agentmods.dev/instructions/zenml-io/kitaru-skills/claude-md"><img src="https://agentmods.dev/badge/instructions/zenml-io/kitaru-skills/claude-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/zenml-io/kitaru-skills/claude-md"><img src="https://agentmods.dev/badge/instructions/zenml-io/kitaru-skills/claude-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 | $0.00653 | $0.00653 |
| Opus 5.5 | $0.00261 | $0.00261 |
| Sonnet 5.5 | $0.00131 | $0.00131 |
| Haiku 4.5 | $0.00065 | $0.00065 |
Grade A, and why
kitaru-skills CLAUDE.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 1mo 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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
Shared contributor guidance lives in AGENTS.md. Follow it first
for contributor scope, validation, accuracy, distribution, and release rules.
Claude Code invocation
Claude Code exposes the skills as /kitaru-hosted-onboarding-tour,
/kitaru-guided-tour, /kitaru-investigation, /kitaru-validate-evaluator,
/kitaru-replay-experiment,
/kitaru-importer-builder, and /kitaru-adapter-builder, and may also select
them automatically from their frontmatter descriptions.
Additional skill editing guidance
Preserve these details in the published skills when editing them; these are not instructions to execute the workflows during repository maintenance.
- Keep investigation inspection, sampling, and synthesis detail in
skills/kitaru-investigation/references/investigation-method.md, and exact CLI/MCP routing and product gaps in itsreferences/kitaru-operations.md. - Keep quickstart recognition and idempotent setup in each applicable skill's
references/starter-template.md. - Keep replay, importer, and adapter orchestration and approval gates in their
respective
SKILL.mdfiles; keep detailed contracts and methods in theirreferences/directories. - Preserve custom evaluator authoring when no installed evaluator fits, or when the user declines a relevant match and requests custom authoring with equivalent reviewed evidence.
- Keep the hosted tour's prepared-environment contract and one bounded durable state read. Keep the public tour's complete replay run card and approval before experiment creation or execution.
- Narrate the public tour for someone who has read neither the sample agent nor Kitaru documentation. Explain each meaningful stage and next useful decision.
- Preserve generic first-run routing between a tour, specific-behavior debugging, and bounded discovery. Distinguish missing package support, host configuration, capability mode, and a pending host restart when choosing MCP or CLI.
- Route unsupported-provider setup to the importer builder, returning to investigation after usable sessions exist. A private script importer is a complete outcome; publication is optional.
- Check supported adapters, importer-backed adapters, importers, and OTLP before custom adapter development. A project-local adapter is a complete outcome.
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.
- 1mo ago Changed · +2 lines · +27 tokens per session edcc3619a8f5
- 1mo ago Changed · -111 lines · -1,078 tokens per session 3812d3665701
- 1mo ago Changed · +15 lines · +155 tokens per session 3cbb0113910e
- 1mo ago First seen · 157 lines · 1,549 tokens per session scan A 9e868e28a2c8
kitaru-skills CLAUDE.md is an instructions file published in the GitHub repository zenml-io/kitaru-skills (6 stars, last pushed 3d ago), licensed Apache-2.0. It adds 653 tokens to every session, about $0.0026 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.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.