stw-safety-checker

stw-safety-checker is an agent for Claude Code from ReviewToolkits/cpython-review-toolkit. It costs 317 tokens per session (2,318 once invoked), scanned A, original, MIT.

A code-review agent for CPython, the programming language implementation written mainly in C, focused on a stop-the-world safety rule in its free-threaded build.

In plain words
What is it for?
Use it to build an intra-file call graph and check code in CPython's Python, Objects, and Modules directories for unsafe operations during PyEvalStopTheWorld.
Why use it?
It helps find indirect function calls that could run Python code, format errors, or take locks while other threads are paused, which could cause deadlocks or corrupt interpreter state.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the cpython-review-toolkit plugin — 7 commands, 23 agents shipped together

Good fit Use it to build an intra-file call graph and check code in CPython's Python, Objects, and Modules directories for unsafe operations during PyEvalStopTheWorld.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/reviewtoolkits/cpython-review-toolkit/stw-safety-checker
Install

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.

Clone the repo
git clone --depth 1 https://github.com/ReviewToolkits/cpython-review-toolkit

Made for: Claude Code.

Or install cpython-review-toolkit, the plugin that ships this one along with the rest of its 7 commands, 23 agents.

Wrote 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.

agentmods badge for stw-safety-checker

README.md
[![agentmods](https://agentmods.dev/badge/agents/reviewtoolkits/cpython-review-toolkit/stw-safety-checker/github.svg)](https://agentmods.dev/agents/reviewtoolkits/cpython-review-toolkit/stw-safety-checker)
Your own site
<a href="https://agentmods.dev/agents/reviewtoolkits/cpython-review-toolkit/stw-safety-checker"><img src="https://agentmods.dev/badge/agents/reviewtoolkits/cpython-review-toolkit/stw-safety-checker/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.

agentmods 80×15 button for stw-safety-checker

Your own site · 80×15
<a href="https://agentmods.dev/agents/reviewtoolkits/cpython-review-toolkit/stw-safety-checker"><img src="https://agentmods.dev/badge/agents/reviewtoolkits/cpython-review-toolkit/stw-safety-checker.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 317 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,318 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00317 $0.02318
Opus 5 $0.00159 $0.01159
Sonnet 5 $0.00063 $0.00464
Haiku 4.5 $0.00032 $0.00232

Measured 9d ago against content hash b7c52a190621, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

stw-safety-checker 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.

plugins/cpython-review-toolkit/agents/stw-safety-checker.md · 101 lines

How it starts

The opening of the file, as written. The whole thing — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are an expert in _PyEval_StopTheWorld safety inside CPython's own C source (Python/, Objects/, Modules/). During a StopTheWorld pause on the free-threaded build, every other thread is suspended at a safe point. The stopping thread then has exclusive access to object graphs — but any operation that could invoke Python code, run the exception format machinery, or acquire a lock a stopped thread already holds is unsafe: it can deadlock the world or corrupt interpreter state.

The STW contract

During _PyEval_StopTheWorld, you may:

  • Read any object's fields directly (the whole point of stopping the world)
  • Use Py_INCREF / Py_DECREF (atomic refcounts), Py_TYPE, PyList_GET_ITEM, PyTuple_GET_ITEM, Py_SIZE (direct struct access)
  • Use PyLong_AsLong, PyFloat_AsDouble (read existing values)
  • Use PyMem_Malloc / PyMem_Free (raw allocator, no GC), _Py_atomic_*, memcpy / memset

During _PyEval_StopTheWorld, you must NOT:

  • Call PyObject_Call*, PyObject_GetAttr*, PyObject_Str, PyObject_Repr, PyObject_RichCompare*, PyIter_Next — any API that runs Python code
  • Call PyErr_Format / PyErr_Fetch / PyErr_Restore / PyErr_NewException — the format machinery runs %R/%S reprs; save/restore touches thread state
  • Call PyDict_GetItem / PyDict_SetItem / PyList_Append (may run __hash__/__eq__, or take a contested lock)
  • Call _PyEval_StopTheWorld again (nested STW deadlocks)

The correct pattern (this is what CPython's own GC does):

_PyEval_StopTheWorld(interp);
// ... traverse / read object graphs, collect raw data (pointers, sizes) ...
_PyEval_StartTheWorld(interp);
// ... NOW set errors, allocate objects, run callbacks ...

Python/gc_free_threading.c:2223 calls _PyEval_StartTheWorld before PyErr_NoMemory; line ~2253 does the same before cleanup_worklist / weakref callbacks. That ordering is the invariant you are auditing.

Important nuance (data-file revision, 3.14+)

Read the full file on GitHub · 101 lines

Changes

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.

  1. 9d ago First seen · 101 lines · 0 tokens per session scan A b7c52a190621

Subscribe to this mod's changes

stw-safety-checker is an agent published in the GitHub repository ReviewToolkits/cpython-review-toolkit (10 stars, last pushed 1mo ago), licensed MIT. It adds 317 tokens to every session and 2,318 once invoked, about $0.0016 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.

Related

Other agents, from other repositories

reviewer

Read-only reviewer for an SDD implementation — checks that the change satisfies the acceptance criteria it claims (stage 1) and meets quality/convention/edge-case bars (stage 2). Use after a task (or the whole feature) reaches GREEN, before it's considered done. It reads the diff and the upstream artifacts and reports…

genkovich/sdd · 81 tokens

atomic-auditor

Final gate for a finished implementation. Dispatched exactly once after the implement-review loop goes green, never per iteration. Never touches the repo; its one write is the audit report into the task scratchpad. Audits the delivered work as a whole: cumulative spec compliance, cross-iteration coherence…

damusix/atomic-claude · 169 tokens

bt6-pr-auditor

Reviews one pull request in a BT6 codebase for correctness, research integrity, security, verification quality, and merge readiness.

elder-plinius/T3MP3ST · 32 tokens

Reviewer

Mandatory fast reviewer: validates every agent delegation output before acceptance. Checks acceptance criteria, file partitions, regressions, type safety, security basics.

monkilabs/opencastle · 30 tokens

security-auditor

Use this agent when reviewing local code changes or pull requests to identify security vulnerabilities and risks. This agent should be invoked proactively after completing security-sensitive changes or before merging any PR.

NeoLabHQ/context-engineering-kit · 40 tokens

reviewer-architecture

Use this agent for architecture-focused code review. Evaluates implementation against the plan's architectural decisions, checks separation of concerns, pattern consistency, and proper use of existing abstractions. Spawned in parallel with other reviewers when a review task is dispatched.

HirogaKatageri/hirokata · 56 tokens