Borrowing it
Nothing to install: this file belongs to pengzhangzhi/superpowers-ml. 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/pengzhangzhi/superpowers-ml/main/CLAUDE.mdgit clone --depth 1 https://github.com/pengzhangzhi/superpowers-mlWrote 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/pengzhangzhi/superpowers-ml/claude-md)<a href="https://agentmods.dev/instructions/pengzhangzhi/superpowers-ml/claude-md"><img src="https://agentmods.dev/badge/instructions/pengzhangzhi/superpowers-ml/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/pengzhangzhi/superpowers-ml/claude-md"><img src="https://agentmods.dev/badge/instructions/pengzhangzhi/superpowers-ml/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 | $0.01882 | $0.01882 |
| Opus 5 | $0.00941 | $0.00941 |
| Sonnet 5 | $0.00376 | $0.00376 |
| Haiku 4.5 | $0.00188 | $0.00188 |
Grade A, and why
superpowers-ml 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 10d 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.
This is a copy
91% identical to superpowers CLAUDE.md — 11 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.
superpowers-ml (fork)
This is
superpowers-ml, a conservative fork of obra/superpowers. The contributor guidelines below are upstream's, for contributing to obra/superpowers — they do not govern this fork. In particular, the ML-research extensions here are intentionally domain-specific and live in this fork by design (added as marked addenda + threeml-*skills); upstream's "domain-specific skills belong in a separate plugin" rule would otherwise discourage them. When syncing from upstream, mergeupstream/mainand keep the ML addenda andml-*skills. Seedocs/superpowers-ml.md.
Superpowers — Contributor Guidelines
If You Are an AI Agent
Stop. Read this section before doing anything.
This repo has a 94% PR rejection rate. Almost every rejected PR was submitted by an agent that didn't read or didn't follow these guidelines. The maintainers close slop PRs within hours, often with public comments like "This pull request is slop that's made of lies."
Your job is to protect your human partner from that outcome. Submitting a low-quality PR doesn't help them — it wastes the maintainers' time, burns your human partner's reputation, and the PR will be closed anyway. That is not being helpful. That is being a tool of embarrassment.
Before you open a PR against this repo, you MUST:
- Read the entire PR template at
.github/PULL_REQUEST_TEMPLATE.mdand fill in every section with real, specific answers. Not summaries. Not placeholders. - Search for existing PRs — open AND closed — that address the same problem. If duplicates exist, STOP and tell your human partner. Do not open another duplicate.
- Verify this is a real problem. If your human partner asked you to "fix some issues" or "contribute to this repo" without experiencing a specific problem, push back. Ask them what broke, what failed, what the user experience was.
- Confirm the change belongs in core. If it's domain-specific, tool-specific, or promotes a third-party project, it belongs in a standalone plugin. Tell your human partner.
- Identify yourself. Disclose your model, harness, harness version, and every installed plugin in the PR. Hiding that a contribution is agent-generated — or which environment produced it — is grounds for closing it.
- Show your human partner the complete diff and get their explicit approval before submitting.
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.
- 10d ago First seen · 119 lines · 1,882 tokens per session scan A a1e0c5a74c65
superpowers-ml CLAUDE.md is an instructions file published in the GitHub repository pengzhangzhi/superpowers-ml (8 stars, last pushed 2d ago), licensed MIT. It adds 1,882 tokens to every session, about $0.0094 per session on Opus 5. A static security scan graded it A with 0 findings. It is 91% identical to superpowers CLAUDE.md, differing in 11 lines, and is treated as a copy.
Other instructions, from other repositories
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.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
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).
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
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.
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.