aif-fix

aif-fix is a skill for Claude Code, Codex from hightemp/go_computer_use_mcp_server. It costs 66 tokens per session (3,261 once invoked), scanned A, original, no licence file.

A bug-fixing workflow for a codebase, with either an immediate fix or a plan-first approach. It also suggests tests and adds logging when fixing problems.

In plain words
What is it for?
Use it when debugging an error, repairing broken behavior, or carrying out an existing FIXPLAN.md file.
Why use it?
It gives a repeatable way to investigate errors and reduce the chance of fixing only the visible symptom.

Skill for Claude CodeCodex

Written for Claude Code and Codex: allowed-tools in frontmatter, but also installed under .codex/.

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.

agentmods
npx agentmods add skills/hightemp/go_computer_use_mcp_server/aif-fix
Any agent
npx skills add hightemp/go_computer_use_mcp_server --skill aif-fix
Clone the repo
git clone --depth 1 https://github.com/hightemp/go_computer_use_mcp_server

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 aif-fix

README.md
[![agentmods](https://agentmods.dev/badge/skills/hightemp/go_computer_use_mcp_server/aif-fix.svg)](https://agentmods.dev/skills/hightemp/go_computer_use_mcp_server/aif-fix)
Your own site
<a href="https://agentmods.dev/skills/hightemp/go_computer_use_mcp_server/aif-fix"><img src="https://agentmods.dev/badge/skills/hightemp/go_computer_use_mcp_server/aif-fix.svg" alt="Measured on agentmods" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,261 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00066 $0.03261
Opus 5 $0.00033 $0.01631
Sonnet 5 $0.00013 $0.00652
Haiku 4.5 $0.00007 $0.00326

Measured 5d ago against content hash 4df6c01aea8c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

aif-fix 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 5d 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.

.codex/skills/aif-fix/SKILL.md · 470 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 5d ago First seen · 470 lines · 66 tokens per session scan A 4df6c01aea8c

Subscribe to this mod's changes

aif-fix is a skill published in the GitHub repository hightemp/go_computer_use_mcp_server (2 stars, last pushed 3mo ago), with no licence file. It adds 66 tokens to every session and 3,261 once invoked, about $0.0003 per session on Opus 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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