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Quality Fix Applier · aiskillstore | DecimalAI

code reviewby aiskillstore

Quality Fix Applier

aiskillstore/quality-fixer

Source aiskillstore/marketplace ↗License Not recorded

Automatically apply safe quality fixes including formatting (Black, isort), linting (Ruff auto-fixes), and resolve formatter conflicts.

SkillScore68Maintained

Automatic

Coding pack

Last verified 9/2/2026

What it changes

Passed 11 of 16 test cases with the skill, and 4 of 16 without it.

Without skill23%

With skill68%

Checks it passed that the model alone missed

The response specifies passing --fix and --diff flags to Ruff.
The response recommends creating a Git commit prior to applying automated fixes.
The response specifies using the --format-only flag for selective layout fixing.

and 8 more in the full report

10 fixed5 passed either way7 still failing0 broke

Pass-rate lift: +45 pp
Tokens: +103%
Agent turns: 0%
Response time: -53%

Model gemini-3.6-flashMeasured 9/2/2026v115 of 22 cases passed with skill · 16 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-quality-fixer/SKILL.md https://app.decimal.ai/s/aiskillstore-quality-fixer/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aiskillstore-quality-fixer, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/aiskillstore-quality-fixer/ and pins it in .decimal/skills.lock

decimalai skills add aiskillstore-quality-fixer

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-quality-fixer/SKILL.md https://app.decimal.ai/s/aiskillstore-quality-fixer/SKILL.md

Raw file: /s/aiskillstore-quality-fixer/SKILL.md ↗ · machine-readable summary at /s/aiskillstore-quality-fixer.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

I want to trigger quality fixing on my project, but I only want to clean up import statements without touching code layout or variable syntax. What selective option flag should be passed?

What was checked, without and with the skill
Checked	Without skill	With skill
The response specifies using the --imports-only flag for selective import cleanup.	Missed	Passed

case-17 · gemini-3.6-flash · 9/2/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md582 linessingle file

Quality Fix Applier

⚠️ MANDATORY: Read Project Documentation First

BEFORE applying quality fixes, you MUST read and understand the following project documentation:

Core Project Documentation

README.md - Project overview, features, and getting started
AI_DOCS/project-context.md - Tech stack, architecture, development workflow
AI_DOCS/code-conventions.md - Code style, formatting, best practices
AI_DOCS/tdd-workflow.md - TDD process, testing standards, coverage requirements

Session Context (if available)

.ai-context/ACTIVE_TASKS.md - Current tasks and priorities
.ai-context/CONVENTIONS.md - Project-specific conventions
.ai-context/RECENT_DECISIONS.md - Recent architectural decisions
.ai-context/LAST_SESSION_SUMMARY.md - Previous session summary

Additional AI Documentation

AI_DOCS/ai-tools.md - Session management workflow
AI_DOCS/ai-skills.md - Other specialized skills/agents available

Why This Matters

Tool Configuration: Understand which formatters and linters are configured
Code Standards: Apply fixes that align with project conventions
Safety Rules: Know which auto-fixes are safe vs. require manual review
Integration: Coordinate with other quality tools (Black, Ruff, isort)

After reading these files, proceed with your quality fixing task below.

Overview

Automatically apply safe quality fixes to Python code, resolving formatting issues, linting problems, and formatter conflicts.

Track record

Benchmark

11 / 16

test cases passed, vs 4 / 16 without

Adoption

Users: 1
Times used: 14

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

aiskillstore / marketplace

skills/atyantik/quality-fixer/SKILL.md

View on GitHub ↗

Imported 8/10/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Quality Fix Applier

⚠️ MANDATORY: Read Project Documentation First

Core Project Documentation

Session Context (if available)

Additional AI Documentation

Why This Matters

Overview

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills