Borrowing it
Nothing to install: this file belongs to King-A23/agent-reflectmem. 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/King-A23/agent-reflectmem/main/AGENTS.mdgit clone --depth 1 https://github.com/King-A23/agent-reflectmemWrote 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/king-a23/agent-reflectmem/agents-md)<a href="https://agentmods.dev/instructions/king-a23/agent-reflectmem/agents-md"><img src="https://agentmods.dev/badge/instructions/king-a23/agent-reflectmem/agents-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/king-a23/agent-reflectmem/agents-md"><img src="https://agentmods.dev/badge/instructions/king-a23/agent-reflectmem/agents-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 | $0.01599 | $0.01599 |
| Opus 5.5 | $0.00640 | $0.00640 |
| Sonnet 5.5 | $0.00320 | $0.00320 |
| Haiku 4.5 | $0.00160 | $0.00160 |
Grade A, and why
agent-reflectmem 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 1mo 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 — 151 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent-ReflectMem Repository Guide
Project Summary
This repository contains:
- a repo-local Codex plugin bundle
- a reusable Python reflection engine
- CLI and wrapper entrypoints that still work even if hook payloads drift
Agent ReflectMem captures failure -> retry -> success command loops, promotes durable project or environment rules, stores them in SQLite, and recalls them in later sessions or before related commands run again.
Current Status
Implemented and working:
- session bootstrap and project fingerprinting
- SQLite persistence for sessions, events, traces, rules, and audits
- heuristic reflection and rule promotion
- pre-action guard for related commands
- rule conflict handling, decay, disable, trash, and verification
- command sanitization before persistence
- end-to-end wrapper and hook integration tests
- signature coverage for Git safe-directory, service reachability, port conflicts, TLS, and version mismatch
- guard modes for
warn-onlyandrequire-confirm - installed cache/runtime drift validation against the repo copy
Important current boundary:
- Codex hooks exist and are useful, but the fallback CLI and wrapper are still important.
- Reflection is heuristic, not LLM-backed.
- Hook failures are fail-open and logged to
%LOCALAPPDATA%\AgentReflectMem\logs\codex-hook.log.
Repository Layout
- README.md: public landing page
- AGENTS.md: this file
.agents/plugins/marketplace.json: repo-local marketplace entryplugins/agent-reflectmem/README.md: technical referenceplugins/agent-reflectmem/.codex-plugin/plugin.json: plugin metadataplugins/agent-reflectmem/hooks.json: Codex hook wiringplugins/agent-reflectmem/skills/reflectmem/SKILL.md: Codex skillplugins/agent-reflectmem/scripts/reflectmem.py: script launcherplugins/agent-reflectmem/scripts/reflectmem.ps1: PowerShell wrapperplugins/agent-reflectmem/scripts/codex_hook.py: hook adapterplugins/agent-reflectmem/src/agent_reflectmem: reusable core packageplugins/agent-reflectmem/tests: test suite
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.
- 1mo ago First seen · 151 lines · 1,599 tokens per session scan A ad8d4901ae1e
agent-reflectmem AGENTS.md is an instructions file published in the GitHub repository King-A23/agent-reflectmem (1 stars, last pushed 5mo ago), licensed MIT. It adds 1,599 tokens to every session, about $0.0064 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.
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).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.