coding-operation-loop

coding-operation-loop is a skill for Claude Code, Codex from lemos999/codex-active-orchestration. It costs 32 tokens per session (411 once invoked), scanned A, original, MIT.

A step-by-step workflow for implementing, repairing, refactoring, testing, reviewing, or setting up code. It moves from understanding and locating the relevant code through patching and verification.

In plain words
What is it for?
Use it for coding tasks that require inspection, a narrow change, meaningful tests, and repairs based on observed failures.
Why use it?
It provides a repeatable way to make focused changes and catch problems before reporting completion.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents.

Good fit Use it for coding tasks that require inspection, a narrow change, meaningful tests, and repairs based on observed failures.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/lemos999/codex-active-orchestration/coding-operation-loop
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add lemos999/codex-active-orchestration --skill coding-operation-loop
Clone the repo
git clone --depth 1 https://github.com/lemos999/codex-active-orchestration

Made for: Claude Code, Codex.

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 coding-operation-loop

README.md
[![agentmods](https://agentmods.dev/badge/skills/lemos999/codex-active-orchestration/coding-operation-loop/github.svg)](https://agentmods.dev/skills/lemos999/codex-active-orchestration/coding-operation-loop)
Your own site
<a href="https://agentmods.dev/skills/lemos999/codex-active-orchestration/coding-operation-loop"><img src="https://agentmods.dev/badge/skills/lemos999/codex-active-orchestration/coding-operation-loop/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 coding-operation-loop

Your own site · 80×15
<a href="https://agentmods.dev/skills/lemos999/codex-active-orchestration/coding-operation-loop"><img src="https://agentmods.dev/badge/skills/lemos999/codex-active-orchestration/coding-operation-loop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 32 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 411 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00032 $0.00411
Opus 5.5 $0.00013 $0.00164
Sonnet 5.5 $0.00006 $0.00082
Haiku 4.5 $0.00003 $0.00041

Measured 2mo ago against content hash 52f37360d873, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

coding-operation-loop 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.

skills/coding-operation-loop/SKILL.md · 25 lines

What it actually says

Coding Operation Loop

Run in order unless task is a direct command. Weight: tiny silent/brief, standard normal, heavy may add durable plan or evidence.

understand -> locate -> inspect -> scope -> patch -> verify -> repair -> report

Understand behavior and success condition. Locate candidates with fast search, file lists, tests, symbols, or graph locators before broad content. Inspect only owners, relevant tests, config, conventions. Scope writes narrowly. Patch in style. Verify with the cheapest meaningful command. Repair only observed failures or clear omissions. Report changed files, behavior, verification.

Invoking this loop counts as using coding-operation-loop even if this file was not opened. Do not report 0 skills or none after saying the loop handled work. If only a similar tactic was followed without route/invocation, do not claim the skill. Keep opened skill files separate from used skills.

Broad explanation prompts like Explain this codebase are not coding just because the target is a repo. Send through context-router first to narrow explanation scope; enter this loop only for implementation, repair, tests, review fixes, or setup.

For tiny, skip durable plan files, broad ledgers, refs unless required. For heavy, load repo-root references/coding-operating-structure.md and preserve resume/audit reasoning.

Use output-slicing for large command output. Use source-fidelity when external API behavior, package versions, or current docs affect code. Use baseline-observer for token/workflow comparisons. Use subagent-gate only when independent parallel work is justified.

Load repo-root references/coding-operating-structure.md only when broad, risky, multi-file, or durable planning is needed.

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 · 25 lines · 32 tokens per session scan A 52f37360d873

Subscribe to this mod's changes

coding-operation-loop is a skill published in the GitHub repository lemos999/codex-active-orchestration (2 stars, last pushed 5mo ago), licensed MIT. It adds 32 tokens to every session and 411 once invoked, about $0.0001 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.

Related

coding-operation-loop compared with skills from other repositories

coding-operation-loop next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
coding-operation-looplemos999/codex-active-orchestrationSkill25mo agoMITA32Claude Code, Codex
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local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79ktodayMITA200Claude Code, Codex
playwright-climicrosoft/playwrightSkill99ktodayApache-2.0A19Claude Code
systematic-debuggingobra/superpowersSkill314k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code
chat-pet-sprite-creationmicrosoft/vscodeSkill195ktodayMITA53Claude Code, Codex