Loop Fixer (Grade A) logo

Loop Fixer (Grade A)Security-tested data-ai skill for Claude AI. Grade A. Evaluate-Loop Step 5: FIX. Use this agent when an evaluation (plan or execution) returns FAIL. Takes the evaluator's fix list, creates specific fi

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Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

The Loop Fixer agent is used in the Evaluate-Loop process, specifically in Step 5: FIX. It is triggered when an evaluation returns a FAIL verdict. The agent takes the evaluator's fix list, creates specific fix tasks in plan.md, executes these fixes, and then triggers re-evaluation. It handles the loop-back mechanism of the Evaluate-Loop, ensuring that fixes are properly implemented and verified before re-evaluation. The Loop Fixer is designed to work with Claude AI and has undergone security testing, earning a Grade A rating.

Key features

  • Parses evaluation failures and extracts specific fix instructions
  • Creates fix tasks in plan.md with details from the evaluator's report
  • Executes fixes following a standard protocol and marks each fix with a commit SHA and summary
  • Performs local verification of fixes before requesting re-evaluation
  • Updates metadata.json with loop state and fix progress

Pricing

Model
Free
Category
Skills
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Use cases

Automating Fix Tasks for Evaluation Failures

Use the Loop Fixer agent when an evaluation returns FAIL to automate the creation and execution of fix tasks, ensuring a structured and verified approach to resolving issues.

Streamlining Re-Evaluation After Fixes

The Loop Fixer streamlines the re-evaluation process by handling the loop-back mechanism, ensuring that fixes are properly implemented and verified before re-evaluation.

Pros & Cons

Pros

  • Automates the process of creating and executing fix tasks based on evaluation reports
  • Handles loop-back mechanisms for re-evaluation after fixes are applied
  • Includes a verification step to ensure fixes address evaluator concerns and do not introduce new issues
  • Updates track metadata at key points during the fix process

Cons

  • Limited to a maximum of 5 fix cycles; if issues persist, the track is marked as completed-with-warnings
  • Fixes are restricted to addressing specific evaluator-identified issues, not adding new features

Reviews

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Q&A

Does this work with Cursor, Windsurf, or other AI tools?

No — SupaConductor is a Claude Code plugin that requires Claude Code's plugin system (agents, skills, slash commands, hooks). However, the conductor/ directory it creates is just Markdown files. Any AI tool can read them. If you start with SupaConductor and switch tools later, your specs, plans, and documentation remain useful.

Asked by Constantin Ionescu · Oct 31, 2025

How much of my context window does this use?

Skills use progressive disclosure — only ~100 tokens each for metadata. Full instructions load only when activated (typically under 5,000 tokens each). The 39 skills are not loaded all at once. Agents run as separate conversations with their own context windows, so they don't fill up your main conversation. | Component | Context Used | When | |-----------|-------------|------| | Orchestrator | ~4,000 tokens | Active during /go | | Planner | ~3,000 tokens | During planning only | | Evaluator | ~2,500 tokens each | Only the active evaluator loads | | Board meeting | ~5,000 tokens | On-demand only | | Idle | ~500 tokens | Between steps |

Asked by Malik Rasheed · Oct 16, 2025

How much does this cost in API credits?

SupaConductor uses the same Claude API as normal Claude Code — it just structures the work more carefully. Because it runs multiple agents (planning, execution, evaluation), it uses roughly 3-5x the API calls compared to doing everything manually in one conversation. SupaConductor optimizes costs automatically: it uses Opus (the most capable model) for planning and evaluation, and Sonnet (faster, cheaper) for execution tasks. Ways to reduce cost: Use /orchestrator-supaconductor:implement if you write specs yourself; skip board meetings for small features (they're opt‑in); use human‑in‑the‑loop mode to stay in control of scope.

Asked by Yara Mansour · Oct 8, 2025

Do I need to know how to code?

You need Claude Code installed and running — that requires basic terminal knowledge. But once SupaConductor is set up, you describe what you want in plain English and it handles the implementation.

Asked by Zofia Kaczmarek · Sep 24, 2025

What gets created in your project

When you run /orchestrator-supaconductor:setup, it creates a conductor/ folder: All of these are plain Markdown and JSON files. You can read, edit, or delete them anytime.

Asked by Hiroshi Tanaka · Aug 24, 2025

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