Borrowing it
Nothing to install: this file belongs to memtomem/memtomem-stm. 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/memtomem/memtomem-stm/main/CLAUDE.mdgit clone --depth 1 https://github.com/memtomem/memtomem-stmWrote 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/memtomem/memtomem-stm/claude-md)<a href="https://agentmods.dev/instructions/memtomem/memtomem-stm/claude-md"><img src="https://agentmods.dev/badge/instructions/memtomem/memtomem-stm/claude-md.svg" alt="Measured on agentmods" 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 | $0.00601 | $0.00601 |
| Opus 5 | $0.00300 | $0.00300 |
| Sonnet 5 | $0.00120 | $0.00120 |
| Haiku 4.5 | $0.00060 | $0.00060 |
Grade A, and why
memtomem-stm 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 6d 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 — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Claude Code notes — memtomem-stm
Short-term memory MCP proxy. What it does → README.md; setup and layout →
CONTRIBUTING.md; architecture → docs/. This file holds only what must be
known before reading those — everything else is a pointer, not a copy.
Commands
Requires Python 3.12+ and uv.
uv sync # install deps
uv run pytest -m "not bench_qa_meta and not bench_qa_llm_judge and not bench_qa_sweep and not bench_qa_drift and not bench_qa_perf" # tests (CI filter)
uv run ruff check src && uv run ruff format --check src # lint (required)
uv run mypy src # typecheck (required)
uv run pytest tests/test_docs_sync.py tests/test_docs_links.py # docs contracts
uv run pytest --nbmake notebooks/01_quickstart_proxy_setup.ipynb --nbmake-timeout=180 # public tutorial
ruff, mypy, and tests gate merge — on Windows too, so POSIX-only stdlib
(fcntl, os.killpg, …) needs a sys.platform guard mypy can narrow.
Live-Ollama tests are out of scope: Ollama paths are tested with mocked
transport / dead ports only (#637).
Invariants when editing
- No Python-level dependency on
memtomemcore. Don'timport memtomemfromsrc/— STM reaches LTM only over MCP. mms≡memtomem-stm-proxy≡memtomem-stm. Three entry points, one Click group; registering any of them as an MCP client'scommandmust work identically. Dispatch rules: thecligroup docstring insrc/memtomem_stm/cli/proxy.py(#260).- Pipeline order is CLEAN → COMPRESS → SURFACE, plus an optional INDEX
stage for custom embedders. Per-stage contracts: comments in
src/memtomem_stm/proxy/— authoritative, don't restate them here. - Line length 100, target
py312. .claude/andscripts/are gitignored except the trackedscripts/audit-dependencies.sh(release/CI gate) andscripts/core_compat_smoke.py(advisory compat check). Don't commit other files under them, and don't assume contributors share your local contents.- One focused change per PR, branched from
main, with tests for new behavior and a commit message explaining the "why". Full checklist:CONTRIBUTING.md.
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.
- 6d ago First seen · 44 lines · 601 tokens per session scan A 82c0a500e6bb
memtomem-stm CLAUDE.md is an instructions file published in the GitHub repository memtomem/memtomem-stm (5 stars, last pushed today), licensed Apache-2.0. It adds 601 tokens to every session, about $0.0030 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.
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.
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.