codex-loop-orchestra: Instructions file for Claude Code

AGENTS.md

codex-loop-orchestra AGENTS.md is an instructions file for Claude Code, Codex, OpenCode from LEO001020/codex-loop-orchestra. It costs 2,189 tokens per session, scanned A, original, MIT.

Instructions for coordinating coding-agent tasks through a disciplined loop of planning, dispatching, and adjudication.

In plain words
What is it for?
Use them to create task packets and a dependency graph, enforce non-overlapping work areas, coordinate subagents, and process dead letters, escalations, or final wave results.
Why use it?
They define how to split work into independent packets, avoid unnecessary polling, and handle conflicts or failed tasks consistently.

Instructions file for Claude CodeCodexOpenCode

Written for Claude Code and Codex and OpenCode: PreToolUse hook event, but also the file is AGENTS.md. Also seen: mentions subagents; runs codex exec; mentions AGENTS.md.

This is LEO001020/codex-loop-orchestra's own configuration. It tells Claude Code, Codex and OpenCode how to work on codex-loop-orchestra 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 codex-loop-orchestra configures →

Reuse

Borrowing it

Nothing to install: this file belongs to LEO001020/codex-loop-orchestra. 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/LEO001020/codex-loop-orchestra/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/LEO001020/codex-loop-orchestra

Made for: Claude Code, Codex, OpenCode.

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Per session 2,189 This file is loaded in full into every session.
When invoked 2,189 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 $0.02189 $0.02189
Opus 5.5 $0.00876 $0.00876
Sonnet 5.5 $0.00438 $0.00438
Haiku 4.5 $0.00219 $0.00219

Measured 1mo ago against content hash f165385863f5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

codex-loop-orchestra 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.

AGENTS.md · 157 lines

How it starts

The opening of the file, as written. The whole thing — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.

LOOP Discipline

1. Decomposition discipline (single-pass Plan-and-Solve)

  • Planning is a SINGLE PASS: read the task, then emit the complete decomposition in one planning event — packets/*.json (exactly 4 fields: goal, authorized_paths, acceptance, constraints, plus packet_id) and dag.json.
  • No incremental re-planning mid-wave. Plans change only at an adjudication event (dead-letter, merge conflict, L3 escalation, wave finale).
  • Each packet must be self-contained: an Executor with only the 4 fields and its worktree can finish it. If a packet needs "context from the main thread", the decomposition is wrong — split or rewrite it.
  • Intra-wave packets must have non-intersecting authorized_paths; the DAG assertion enforces this before any dispatch.
  • No 5th required packet field. No idempotency_key, no embedded runtime_resources.

2. Anti-polling negative discipline (what Sol rounds are NOT for)

Sol is invoked on exactly two event types: planning and adjudication. Sol rounds are NEVER used for:

  • Waiting — native wait-all blocks without producing rounds.
  • Polling — status lives in data/events.ndjson; scripts consume it.
  • Tallying — report counting is the missing-item check script's job.
  • Retry decisions — config/retry_classes.yaml + retry script decide.
  • State recap — the state machine holds state; never ask Sol "where were we".

Any transition decidable by if/else, exit code, or a state machine does not go through an LLM. Sol's ideal round count per task approaches 2 + anomaly count (one planning round, one finale round, plus one per genuine anomaly). If a run uses more, find which of the five forbidden uses leaked back in.

Read the full file on GitHub · 157 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. 1mo ago Changed · +1 lines · +28 tokens per session f165385863f5
  2. 2mo ago First seen · 156 lines · 2,161 tokens per session scan A 1eb5d4f5c6ce

Subscribe to this mod's changes

codex-loop-orchestra AGENTS.md is an instructions file published in the GitHub repository LEO001020/codex-loop-orchestra (10 stars, last pushed 1mo ago), licensed MIT. It adds 2,189 tokens to every session, about $0.0088 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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codex-loop-orchestra AGENTS.md next to 6 instructions from other repositories
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vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195ktodayMITA3,093GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file275k2d agoMITA4,313Codex, OpenCode