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project-with-reflect: Instructions file for Codex

AGENTS.md

project-with-reflect AGENTS.md is an instructions file for Codex, OpenCode from initialneil/project-with-reflect. It costs 420 tokens per session, scanned A, original, MIT.

Repository instructions for a project that teaches coding agents to keep persistent project notes and improve from past work. It uses generated instruction files, dashboards, decisions, and lessons stored in a local folder.

In plain words
What is it for?
Use it when working on projects or connections managed by project-with-reflect: load the relevant notes, record durable findings, and close sessions with a reflection.
Why use it?
It gives the agent a record of earlier decisions and lessons, reducing repeated mistakes and keeping project knowledge between sessions.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: reads .claude/ paths; mentions .claude-plugin; mentions Claude Code.

This is initialneil/project-with-reflect's own configuration. It tells Codex and OpenCode how to work on project-with-reflect 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 project-with-reflect configures →

not rated 14repo 10d ago A scan 420 tokens original MIT
View source ↗ initialneil/project-with-reflect
Reuse

Borrowing it

Nothing to install: this file belongs to initialneil/project-with-reflect. 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/initialneil/project-with-reflect/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/initialneil/project-with-reflect

Made for: Codex, OpenCode.

Wrote 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.

agentmods badge for project-with-reflect AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/initialneil/project-with-reflect/agents-md/github.svg)](https://agentmods.dev/instructions/initialneil/project-with-reflect/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/initialneil/project-with-reflect/agents-md"><img src="https://agentmods.dev/badge/instructions/initialneil/project-with-reflect/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.

agentmods 80×15 button for project-with-reflect AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/initialneil/project-with-reflect/agents-md"><img src="https://agentmods.dev/badge/instructions/initialneil/project-with-reflect/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 420 This file is loaded in full into every session.
When invoked 420 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 $0.00420 $0.00420
Opus 5.5 $0.00168 $0.00168
Sonnet 5.5 $0.00084 $0.00084
Haiku 4.5 $0.00042 $0.00042

Measured 2mo ago against content hash 1fa969d90fae, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

project-with-reflect 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 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.

AGENTS.md · 32 lines

What it actually says

project-with-reflect Agent Instructions

This repository publishes the project-with-reflect skill for multiple coding agents.

Use the canonical skill at skills/project-with-reflect/SKILL.md for behavior. It registers projects and connections as persistent, self-improving skills backed by a local $PROJECT_WITH_REFLECT_ROOT, usually an Obsidian vault folder such as Project-with-Reflect.

Before acting on a project or connection managed by this skill:

  1. Load the relevant generated SKILL.md, dashboard note, decisions.md, and matching lessons.
  2. Check prior decisions before proposing new direction.
  3. Record durable findings with record and close sessions with reflect.
  4. Keep secrets out of disk state; store only env-var names or ssh aliases.
  5. If running in Codex, Claude Code, or Kimi Code, use the user-scope skill install in ~/.codex/skills/project-with-reflect, ~/.claude/skills/project-with-reflect, or ~/.agents/skills/project-with-reflect respectively.

Agent-specific entrypoints in this repo are lightweight adapters:

  • .codex/skills/project-with-reflect/ for Codex.
  • .claude/skills/project-with-reflect and .claude-plugin/ for Claude Code.
  • .kimi-code/skills/project-with-reflect/ and ~/.agents/skills/project-with-reflect for Kimi Code. The same adapter is mirrored into Kimi Work (kimi-desktop) at daimon-share/daimon/skills/project-with-reflect; generated skills follow via doctor.
  • .cursor/rules/project-with-reflect.mdc for Cursor.
  • .gemini/GEMINI.md for Gemini CLI.
  • .opencode/AGENTS.md for OpenCode.
  • .continue/prompts/project-with-reflect.md for Continue.
  • .github/copilot-instructions.md for GitHub Copilot coding agent.
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 · 32 lines · 420 tokens per session scan A 1fa969d90fae

Subscribe to this mod's changes

project-with-reflect AGENTS.md is an instructions file published in the GitHub repository initialneil/project-with-reflect (14 stars, last pushed 10d ago), licensed MIT. It adds 420 tokens to every session, about $0.0017 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.

Memory and context
Related

project-with-reflect AGENTS.md compared with instructions from other repositories

project-with-reflect AGENTS.md next to 6 instructions from other repositories
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project-with-reflect AGENTS.mdinitialneil/project-with-reflectInstructions file1410d agoMITA420Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA9,719GitHub Copilot
next.js AGENTS.mdvercel/next.jsInstructions file143ktodayMITA7,461Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchainInstructions file149kyesterdayMITA4,680Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA5,516GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA3,093GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode