loop-fixer

An agent that fixes problems discovered during an evaluation loop. The input does not explain what kinds of problems it can fix.

In plain words
What is it for?
Use it in the fifth step of an evaluation loop, after issues have been identified.
Why use it?
It is intended to address evaluation findings, but there is not enough information to describe the exact problems it removes.

Agent

Part of the orchestrator-supaconductor plugin — 4 skills, 38 commands, 15 agents, 1 hook shipped together

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 agents/ibrahim-3d/orchestrator-supaconductor/loop-fixer
Clone the repo
git clone --depth 1 https://github.com/Ibrahim-3d/orchestrator-supaconductor

Or install orchestrator-supaconductor, the plugin that ships this one along with the rest of its 4 skills, 38 commands, 15 agents, 1 hook.

Per session 18 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 860 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 $0.00018 $0.00860
Opus 5 $0.00009 $0.00430
Sonnet 5 $0.00004 $0.00172
Haiku 4.5 $0.00002 $0.00086

Measured 3d ago against content hash cd50c9b0dd92, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

loop-fixer 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 3d 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/loop-fixer.md · 139 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

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. 3d ago First seen · 139 lines · 18 tokens per session scan A cd50c9b0dd92

Subscribe to this mod's changes

loop-fixer is an agent published in the GitHub repository Ibrahim-3d/orchestrator-supaconductor (375 stars, last pushed 4mo ago), licensed AGPL-3.0. It adds 18 tokens to every session and 860 once invoked, about $0.0001 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 2026-08-30.