Agent-Memory-Bridge: Instructions file for Codex

AGENTS.md

Agent-Memory-Bridge AGENTS.md is an instructions file for Codex, OpenCode from zzhang82/Agent-Memory-Bridge. It costs 1,090 tokens per session, scanned A, original, MIT.

Repository instructions for Agent Memory Bridge, a Python project that provides memory-related storage, querying and state-handling components for AI agents. They include setup, testing, formatting and type-checking guidance.

In plain words
What is it for?
Use them when developing or reviewing Agent Memory Bridge, including its storage, query, provenance and run-tracking code.
Why use it?
They tell contributors how to validate changes and preserve the project’s architecture and data-migration rules.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md.

This is zzhang82/Agent-Memory-Bridge's own configuration. It tells Codex and OpenCode how to work on Agent-Memory-Bridge 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-Memory-Bridge configures →

Reuse

Borrowing it

Nothing to install: this file belongs to zzhang82/Agent-Memory-Bridge. 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/zzhang82/Agent-Memory-Bridge/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/zzhang82/Agent-Memory-Bridge

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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README.md
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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.

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<a href="https://agentmods.dev/instructions/zzhang82/agent-memory-bridge/agents-md"><img src="https://agentmods.dev/badge/instructions/zzhang82/agent-memory-bridge/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 1,090 This file is loaded in full into every session.
When invoked 1,090 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 $0.01090 $0.01090
Opus 5.5 $0.00436 $0.00436
Sonnet 5.5 $0.00218 $0.00218
Haiku 4.5 $0.00109 $0.00109

Measured 6d ago against content hash e919234e3770, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

Agent-Memory-Bridge AGENTS.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.

AGENTS.md · 108 lines

How it starts

The opening of the file, as written. The whole thing — 108 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent Memory Bridge Contributor Instructions

These instructions are self-contained. Contributors only need this repository, Python, and the documented toolchain; no external profile, memory service, or machine-specific setup is required.

Setup And Checks

  • Use Python 3.11 or newer.
  • Install dev dependencies from the repo root:
python -m venv .venv
python -m pip install -e ".[dev]"
  • Run the main test suite:
python -m pytest
  • Run lint and format checks:
ruff check src tests scripts
ruff format --check src tests scripts
  • Run the Linux CI typecheck target. On Windows, add --platform linux so mypy checks the same platform contract as CI instead of rejecting POSIX-only process APIs during local analysis:
mypy src/agent_mem_bridge/schema.py src/agent_mem_bridge/storage.py src/agent_mem_bridge/provenance.py src/agent_mem_bridge/repository.py src/agent_mem_bridge/signals.py src/agent_mem_bridge/query.py src/agent_mem_bridge/state_io.py src/agent_mem_bridge/command_provider.py src/agent_mem_bridge/database_maintenance.py src/agent_mem_bridge/release_contract.py src/agent_mem_bridge/run_ledger.py src/agent_mem_bridge/run_outcome_authority.py src/agent_mem_bridge/run_projection.py src/agent_mem_bridge/run_consolidation.py src/agent_mem_bridge/server.py src/agent_mem_bridge/mcp_boundary.py src/agent_mem_bridge/stdio_probe.py
  • For release-facing or public-surface changes, also run:
python ./scripts/run_benchmark.py
python ./scripts/run_deterministic_proof.py
python ./scripts/check_release_contract.py
python ./scripts/check_public_surface.py
python ./scripts/check_onboarding_contract.py

Architecture Boundaries

  • Runtime code lives in src/agent_mem_bridge; tests live in tests; proof and regression fixtures live in benchmark; operational entry points live in scripts.
  • server.py defines the public MCP surface. Keep the tool contract small and explicit: store, recall, browse, stats, forget, feedback, promote, annotate, revise, export, begin_run, record_run_event, get_run, complete_run, claim_signal, extend_signal_lease, and ack_signal.
  • storage.py, repository.py, and schema.py own durable record behavior. signals.py owns Signal lifecycle rules. query.py and index modules own retrieval and derived indexes.
  • CLI reports, review queues, Task Briefs, activation receipts, benchmarks, and context assembly are not separate public MCP tools unless a reviewed contract change explicitly adds them.
  • Worker execution, hosted identity, OAuth, general per-namespace ACLs, sandboxing, remote multi-user coordination, and distributed locking are outside the core bridge boundary unless the implementation and public docs both change.

Read the full file on GitHub · 108 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. 6d ago Changed · +1 tokens per session e919234e3770
  2. 2mo ago First seen · 108 lines · 1,089 tokens per session scan A cacaab48ea5d

Subscribe to this mod's changes

Agent-Memory-Bridge AGENTS.md is an instructions file published in the GitHub repository zzhang82/Agent-Memory-Bridge (7 stars, last pushed 3d ago), licensed MIT. It adds 1,090 tokens to every session, about $0.0044 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 2026-08-31.

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