Borrowing it
Nothing to install: this file belongs to star-ga/mind-mem. 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/star-ga/mind-mem/main/CLAUDE.mdgit clone --depth 1 https://github.com/star-ga/mind-memWrote 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/star-ga/mind-mem/claude-md)<a href="https://agentmods.dev/instructions/star-ga/mind-mem/claude-md"><img src="https://agentmods.dev/badge/instructions/star-ga/mind-mem/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/star-ga/mind-mem/claude-md"><img src="https://agentmods.dev/badge/instructions/star-ga/mind-mem/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 | $0.04881 | $0.04881 |
| Opus 5.5 | $0.01952 | $0.01952 |
| Sonnet 5.5 | $0.00976 | $0.00976 |
| Haiku 4.5 | $0.00488 | $0.00488 |
Grade A, and why
mind-mem 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 17d 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 — 294 lines — stays where its author put it; the contents beside it link to each section on GitHub.
MIND-Mem — Persistent AI Memory System
Overview
BM25F + vector hybrid search memory system for AI agents.
Published on PyPI: pip install mind-mem
v4.1.1 (released 2026-06-14) — Postgres backend parity: the recall / scan /
governance / export / reindex / daemon feature layer was reading the local
Markdown corpus + SQLite FTS index and ignoring the configured block_store
backend, so Postgres users' blocks were invisible to those features. Added a
shared backend-aware storage.iter_active_blocks() + PostgresRecallBackend
(BM25 + pgvector RRF), backend-aware/read-only-safe build_index/index_status,
pgvector cross-schema detection, daemon cron module path, init_workspace PG
setup, MCP _check_workspace backend-aware gate. SQLite/markdown default
unchanged (5566 tests, no regression); 81 new both-backend tests. Builds on
v4.1.1 (released 2026-06-05) — security-hardening companion to v4.0.16
(same audit). At-rest encryption relabeled honestly (256-bit HMAC-SHA256
keystream + encrypt-then-MAC, not AES-256/SQLCipher; recall index not
encrypted) + 256 MiB encrypt/decrypt DoS cap + .mind-mem-keys 0700 / salt
0600 / decrypt-audit-jsonl 0600. verify_model warns on in-tree-key
(self-describing) verification + manifest skips sidecars only at root (no
smuggling). MIC-b parser bounds n_syms/n_types. gRPC binds 127.0.0.1 by
default (was [::]). tenant_kms (real AESGCM) unchanged.
v4.0.16 (released 2026-06-05) — correctness-hardening release from a
six-agent audit. Postgres backend: delete_block silent-rollback (missing
deleted_blocks table aborted the txn), diff() AND/OR precedence + active
metadata leak, restore() file_path wipe, new ping() health probe surfaced
in mm doctor. Replication: ReplicatedPostgresBlockStore now forwards
embedding and implements hybrid_search/backfill_embedding/ping. Recall:
FTS5 bm25() weight shift (block_id stole statement's weight) + unified
_apply_post_filters() so sqlite/vector paths no longer drop
lifecycle/event_id/min_maturity. Governance/concurrency:
federation.resolve_conflict rowcount guard, apply_proposal re-validate
under lock (double-apply), conflict_resolver winner/loser hash mapping,
ConnectionManager.close() write-lock, tier-schema ALTER race. MCP: DB errors
become structured responses instead of crashing the stdio server. 5465 tests
(live PG). No mind-mem-4b retraining. Builds on v4.0.15 (MindLLM backend +
token rotation + time-bounded recall + N-08/T-007).
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.
- 17d ago Changed 6f2177541efc
- 20d ago Changed a024c793db27
- 21d ago Changed 863e8034a3df
- 1mo ago Changed 5631bc04f09d
- 1mo ago Changed · +1 lines · +4 tokens per session 9f7f258ca324
- 1mo ago Changed 467e18c37358
- 1mo ago Changed 7c54c0ce0e88
- 1mo ago Changed bd81a5bf0bce
- 1mo ago Changed 5ca4bd23fd2b
- 1mo ago First seen · 293 lines · 4,877 tokens per session scan A 2a8fccc0c40a
mind-mem CLAUDE.md is an instructions file published in the GitHub repository star-ga/mind-mem (18 stars, last pushed yesterday), licensed Apache-2.0. It adds 4,881 tokens to every session, about $0.0195 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 2026-08-30.
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.