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agent-recall: Instructions file for Claude Code

CLAUDE.md

agent-recall CLAUDE.md is an instructions file for Claude Code from mnardit/agent-recall. It costs 1,287 tokens per session, scanned A, original, MIT.

Project instructions for agent-recall, an open-source package that gives AI agents persistent memory across conversations and tasks.

In plain words
What is it for?
Use it when developing, testing, documenting, or launching agent-recall and its integrations with coding agents.
Why use it?
It documents how the package is organized, configured, tested, and promoted, so work on the project follows its current plan.

Instructions file for Claude Code

Written for Claude Code: SessionStart hook event. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions Claude Code.

This is mnardit/agent-recall's own configuration. It tells Claude Code how to work on agent-recall itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything agent-recall configures →

not rated 15repo +1 6mo ago A scan 1,287 tokens original MIT
View source ↗ mnardit/agent-recall max.nardit.com
Reuse

Borrowing it

Nothing to install: this file belongs to mnardit/agent-recall. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/mnardit/agent-recall/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/mnardit/agent-recall

Made for: Claude Code.

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Per session 1,287 This file is loaded in full into every session.
When invoked 1,287 The same file — it is already loaded in full.
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 $0.01287 $0.01287
Opus 5.5 $0.00515 $0.00515
Sonnet 5.5 $0.00257 $0.00257
Haiku 4.5 $0.00129 $0.00129

Measured 2mo ago against content hash b24aa4b45f3b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

agent-recall 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 2mo 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.

CLAUDE.md · 80 lines

How it starts

The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.

agent-recall (topic: claude-memory)

Parent: bigboss Origin: Open-source пакет для persistent memory AI-агентов Created: 2026-02-15

Статус: v0.3.0, HN launch in progress

Пакет agent-recall — опубликованный open-source продукт (PyPI + GitHub). HN + Reddit посты опубликованы 26.02.2026.

Два трека:

  1. Развитие пакета — фичи, баги, community feedback, новые версии
  2. Personal brand — статьи, соцсети, launch campaign → позиционирование Макса как AI agent architecture expert

Пакет

Repo: ~/projects/claude-memory/ → github.com/mnardit/agent-recall (PUBLIC) PyPI: agent-recall / agent-recall[mcp] / agent-recall[api] Module: agent_recall | CLI: agent-recall init/set/get/search/generate/status

  • 321 тестов, 12 модулей, py.typed (PEP 561)
  • MCP-native — tested configs for Claude Code, Cursor, Windsurf, Cline
  • MCP server с proactive-saving instructions — агенты автоматически сохраняют факты
  • scope_reads — open_nodes/read_graph фильтруют по scope chain (v0.3.0 breaking change)
  • Briefing backends: cli (claude -p, бесплатно, дефолт) / api (Anthropic SDK, платно, чисто)
  • Default paths: ~/.agent-recall/ | Env var: AGENT_RECALL_SLUG
  • Model aliases: opus/sonnet/haiku → полные API ID (sonnet = claude-sonnet-4-6)
  • YAML конфиг, per-agent overrides, adaptive cache, pluggable LLM
  • Production: ~/projects/bigboss/lib/memory/ (re-export wrappers), memory.yaml → ~/.claude/memory/

Rename history

claude-memory → agent-memory → agent-recall (PyPI name conflicts forced renames)

Roadmap

Next:

  • Flagship статья: "How I Built a Shared Memory System for 30 AI Coding Agents"
  • Итерации по community feedback
  • Обновить .mcp.json во всех 30+ проектах (wrappers → pip)

Claude Code Auto Memory интеграция (feb 2026 — новая фича CC): CC имеет ~/.claude/projects/<project>/memory/ (auto memory, MEMORY.md 200 строк) и @import в CLAUDE.md. Варианты интеграции (решение pending):

  • A. Write to auto memory — брифинг → MEMORY.md, SessionStart hook не нужен. Zero-config для open-source юзеров. Риск: 200 строк лимит, Claude может перезаписать.
  • B. Разделение зон — auto memory = мелочи (build, prefs), agent-recall = структура (люди, решения). Брифинг через @import. Чистое разделение, два механизма.
  • C. Поглощение — autoMemoryEnabled: false, всё через agent-recall. Максимальный контроль, теряем нативную фичу. Для наших агентов — B или C. Для open-source — A самый привлекательный. Шаги: 1) @import доки в README, 2) native output (вариант A), 3) bi-directional парсинг

Read the full file on GitHub · 80 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. 2mo ago First seen · 80 lines · 1,287 tokens per session scan A b24aa4b45f3b

Subscribe to this mod's changes

agent-recall CLAUDE.md is an instructions file published in the GitHub repository mnardit/agent-recall (15 stars, last pushed 6mo ago), licensed MIT. It adds 1,287 tokens to every session, about $0.0051 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.

Claude CodeMemory and contextagentsaicoding-agentscursorknowledge-graph
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