Borrowing it
Nothing to install: this file belongs to Stavan-Jain/QECLean. 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/Stavan-Jain/QECLean/main/CLAUDE.mdgit clone --depth 1 https://github.com/Stavan-Jain/QECLeanWrote 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/stavan-jain/qeclean/claude-md)<a href="https://agentmods.dev/instructions/stavan-jain/qeclean/claude-md"><img src="https://agentmods.dev/badge/instructions/stavan-jain/qeclean/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/stavan-jain/qeclean/claude-md"><img src="https://agentmods.dev/badge/instructions/stavan-jain/qeclean/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 | $0.11849 | $0.11849 |
| Opus 5.5 | $0.04740 | $0.04740 |
| Sonnet 5.5 | $0.02370 | $0.02370 |
| Haiku 4.5 | $0.01185 | $0.01185 |
Grade C, and why
QECLean CLAUDE.md scanned grade C with 1 finding 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 4d 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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
rm -rf .lake/packages How it starts
The opening of the file, as written. The whole thing — 777 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md — agent orientation
This is a Lean 4 / mathlib formalization of the stabilizer formalism for
quantum error correction. The active math is in QEC/. Build with lake build.
Two-repo layout
This repo is the library only — polished, sorry-free Lean on main
(mathlib/cslib model). The research program behind it lives in the sibling
repo qec-lab (shared pre-split
git history; tag archive/pre-split-20260718 marks the split point):
the BB distance lab (experiments/bb_lab/), the formalization pipeline
(pipeline/, catalog/, the four pipeline agent specs), the narrative
docs, and the dashboard. Convention: qec-lab tooling expects this repo
checked out as a sibling directory (env QECLEAN_ROOT, default
../QECLean). WIP formalization branches live here (in worktrees), can be
backed up to the qec-lab remote (git push lab <branch> works thanks to
shared ancestry), and merge to main only when sorry-free. Read qec-lab's
CLAUDE.md before any pipeline or research work.
Where to look for what
CLAUDE.md is the small must-read on every invocation. It carries codebase-wide orientation, naming/style policy, layering rules, and build/MCP workflow. Volatile or topic-scoped knowledge lives elsewhere:
- qec-lab:
docs/lean-patterns.md— tactical patterns by code shape (CSS distance, non-CSS distance, parametric families, mechanical fixes). Reach for this when your current code matches one of its sections; add new patterns there when they're code-shape-specific rather than codebase-wide. - qec-lab:
docs/mathlib-version-quirks.md— mathlib API drift (deprecations, renames, signature changes), grouped by version. Add new entries there when you work around a mathlib version-specific quirk. blueprint/README.md— the LeanArchitect blueprint: what is generated vs. hand-written, how to add a node, how to inspect one with#show_blueprint. Read before editingQECBlueprint.leanorblueprint/. See also the "Blueprint" section below.QECWidgets/README.md— the ProofWidgets-based infoview widgets (#pauli_strip,#toric_chain,#check_matrix, and the expression presenters): what each renders, how meta-level reduction drives them, and the linter rules for adding widget files. Read before editingQECWidgets/.QEC/Stabilizer/Codes/BivariateBicycle/README.md— orientation for the BB family (gross d=12 proof spine, instance dirs, hypothesis-discharge map, engine-vs-analytic status, generated-file manifest). Read before any BB edit. Generated files carryGENERATED FILE — DO NOT HAND-EDITbanners: change the generator (see qec-lab'sexperiments/bb_lab/GENERATORS.md) and regenerate, landing both repos' changes together — never hand-edit the emitted Lean.
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.
- 4d ago Changed · +11 tokens per session 5b797e84f201
- 7d ago Changed · +5 lines · +85 tokens per session 2957eebec739
- 20d ago Changed · +16 lines · +335 tokens per session 2d0f22c8ec2a
- 25d ago Changed · +15 lines · +338 tokens per session 634125c4ee05
- 1mo ago Changed · +5 lines · +103 tokens per session 35f4efb32347
- 1mo ago Changed · +1 lines · +30 tokens per session fe0d69383fd9
- 2mo ago Changed · +22 lines · +435 tokens per session 52bf2203a591
- 2mo ago Changed · +22 lines · +663 tokens per session f50a54bf2159
- 2mo ago Changed · +43 lines · +756 tokens per session 86a6e305d805
- 2mo ago First seen · 648 lines · 9,093 tokens per session scan C 280597dd0313
QECLean CLAUDE.md is an instructions file published in the GitHub repository Stavan-Jain/QECLean (48 stars, last pushed 2d ago), licensed Apache-2.0. It adds 11,849 tokens to every session, about $0.0474 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
QECLean CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| QECLean CLAUDE.mdStavan-Jain/QECLean | Instructions file | 48 | 2d ago | Apache-2.0 | C | 11,849 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,649 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode ai-customization.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 1,907 | GitHub Copilot |