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Agent skill

Dr Propose Fix

by AHepi in AHepi/DeepReason

Design the smallest correct DeepReason fix for a reproduced cause, as FIX.md.

MITAuto-check passed

Install Dr Propose Fix

skills CLI
$ npx skills add AHepi/DeepReason --skill dr-propose-fix -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install AHepi/DeepReason dr-propose-fix --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/AHepi/DeepReason.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/dr-propose-fix .claude/skills/dr-propose-fix && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
dr-propose-fix
GitHub stars
141
Token cost
~628 tokens
SKILL.md length
329 words
Files
1
Skills in repo
30
Repo updated
First seen
Licence
MIT

At a glance

Design the smallest correct DeepReason fix for a reproduced cause, as FIX.md.

  • SKILL.md covers Design rules…, FIX.md template, Approval gate and Exit criteria
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Dr Propose Fix is an agent skill from AHepi/DeepReason. Design the smallest correct DeepReason fix for a reproduced cause, as FIX.md. No code changes yet. Use after REPRO.md confirms the diagnosis.

Its SKILL.md is about 630 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The licence is MIT.

Example prompts

  • “/dr-propose-fix”

What it can do on your machine

Read from SKILL.md and the folder at commit 9607fba. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Dr Propose Fix loads about 628 tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 329 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~628

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from AHepi/DeepReason at commit 9607fba, republished under its MIT licence (© AHepi). 329 words, ~628 tokens.

Download SKILL.mdSave it as .claude/skills/dr-propose-fix/SKILL.md (or your agent's skills folder).
name
dr-propose-fix
description
Design the smallest correct DeepReason fix for a reproduced cause, as FIX.md. No code changes yet. Use after REPRO.md confirms the diagnosis.

Propose the fix

Input: DIAGNOSIS.md + REPRO.md. Output: FIX.md. You may read code freely now, but you still change nothing.

Design rules (DeepReason-specific)

  • Smallest semantic change that makes the reproduction invert. If a comparison is wrong, fix the comparison — do not redesign the data it compares.
  • The record is law. Never change what is WRITTEN to the append-only record to fix what is READ from it. Fix readers (validators, gates, accessors) so old committed roots stay valid. A fix that invalidates existing replay-valid roots is wrong by definition.
  • Frozen surfaces need a flag, not a patch. Anything that alters state digests, event application order, manifest schemas, or qualification subjects is out of a normal tranche: FIX.md must say so and stop for operator approval.
  • Budgets and priorities are guarantees. A scheduling or budget fix must state the guarantee in one sentence ("the operator's seed question always wins rank ties"; "simulation budgets meter only simulation records") and the fix must make that sentence true in EVERY selection/gate path, not just the default one.
  • Counters count one thing. When filtering a pooled collection, filter by type (isinstance) at every consumer, and check for the mirror-image bug in the sibling capability before declaring done — note it in PARKED.md if real.

FIX.md template

# Fix: <one line>
Guarantee restored: <one sentence>
Change sites (exhaustive):
  - <file:line-range> — <what changes, one line each>
Regression artifact: <the REPRO artifact that must invert, plus
  any NEW conditions this fix must be tested against>
Existing tests at risk: <tests whose fixtures assumed the old
  behavior, from grep — name them and say whether each will be
  updated (fixture was defect-dependent) or must keep passing>
Explicitly not changed: <the tempting neighbor, and why>
Estimated diff: <n> lines across <n> files (must be <=150)

Approval gate

  • Class defect (per GOAL.md) with diff estimate <=150 lines and no frozen surface: proceed to dr-implement-fix.
  • Anything else: stop, present FIX.md, await operator direction.

Exit criteria

  • FIX.md committed and pushed. No production code changed.
  • Return to the orchestrator.

© AHepi, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .claude/skills/dr-propose-fix of AHepi/DeepReason.

Open the folder on GitHubat commit 9607fba

Compare with similar skills

Dr Propose Fix next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Dr Propose Fix compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Dr Propose Fix this skillAHepi/DeepReason141—~628Automated safety check: PassMIT
Correction Root-Cause Pipelinegarrytan/gbrain31k—~3.4kAutomated safety check: PassMIT
Geo Proposalsickn33/agentic-awesome-skills47k1 repos~3.2kAutomated safety check: NotesMIT
Better Proposals AutomationComposioHQ/awesome-claude-skills77k3 repos~764Automated safety check: PassNone
CorrectionNxcoreAI/EverRoom3k—~290Automated safety check: PassCustom licence
Contract And Proposal Writeralirezarezvani/claude-skills28k2 repos~3.4kAutomated safety check: PassMIT

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Questions about Dr Propose Fix

What does Dr Propose Fix do?

Design the smallest correct DeepReason fix for a reproduced cause, as FIX.md. Dr Propose Fix is an agent skill from AHepi/DeepReason.md.

How do I install Dr Propose Fix in Claude Code?

Run `npx skills add AHepi/DeepReason --skill dr-propose-fix -a claude-code`. Or copy the skill folder (.claude/skills/dr-propose-fix in AHepi/DeepReason) into .claude/skills/dr-propose-fix in your project. Claude Code loads it when a task matches its description.

How do I install Dr Propose Fix in Codex?

Run `npx skills add AHepi/DeepReason --skill dr-propose-fix -a codex`. Or copy the skill folder (.claude/skills/dr-propose-fix in AHepi/DeepReason) into .agents/skills/dr-propose-fix in your project. Codex loads it when a task matches its description.

Can I use Dr Propose Fix in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AHepi/DeepReason --skill dr-propose-fix -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dr-propose-fix, .gemini/skills/dr-propose-fix, .github/skills/dr-propose-fix and .opencode/skills/dr-propose-fix in your project.

What does Dr Propose Fix need to run?

SKILL.md names no scripts, command-line tools or credentials: Dr Propose Fix is instructions for the agent only.

Does Dr Propose Fix access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Dr Propose Fix safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Dr Propose Fix use?

Dr Propose Fix is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Dr Propose Fix use?

About 628 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Dr Propose Fix?

Skills that share tags, products or a category with Dr Propose Fix: Correction Root-Cause Pipeline (garrytan/gbrain, 31k stars), Geo Proposal (sickn33/agentic-awesome-skills, 47k stars), Better Proposals Automation (ComposioHQ/awesome-claude-skills, 77k stars) and Correction (NxcoreAI/EverRoom, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Dr Propose Fix?

AHepi (a GitHub user) maintains it in AHepi/DeepReason, which has 141 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on September 10, 2026.

Source: AHepi/DeepReason on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.