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Quality

Absolute Deflake

by maddhruv

Absolute Deflake is a Quality skill for Claude Code, published by maddhruv in absolute.

209 stars29 forkson maddhruv/absoluteAdded 2026/09/04Repository updated 2026/07/06
View source on GitHubDownload repo ZIP
claudeclaude-codeclaude-skillscodexdocumentationgeminimarketingmemoryproduct-managementseoskillssoftware
Install in seconds
Install Absolute Deflake
Copy Absolute Deflake into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/maddhruv/absolute/tree/main/skills/absolute-deflake ~/.claude/skills/absolute-deflake

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/maddhruv/absolute.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/absolute-deflake/SKILL.md in maddhruv/absolute
Installs to
~/.claude/skills/absolute-deflake
Collection
One of 11 skills cataloged from this repository
Category
Quality — 1897 skills

What Absolute Deflake does

Absolute Deflake finds nondeterministic tests, diagnoses the root cause, and fixes the source of flakiness. Use it when CI is flaky or a test fails intermittently, then verify the fix with repeated randomized runs.

Absolute Deflake is cataloged under Quality on DirSkills. Absolute Deflake comes from a repository tagged claude, claude-code, claude-skills, codex and documentation.

Documentation

README

Start your first response with the 🧪 emoji.

Absolute Deflake

Find tests that pass and fail nondeterministically, diagnose the root cause of each, and fix it — not by retrying or skipping, but by removing the source of nondeterminism. Output is evidence (failure rate per test) → cause → fix, verified by repeated runs.

Runs the shared engine in references/health-engine.md — read it for the DETECT → SCAN → TRIAGE → FIX → VERIFY → REPORT loop and the safety contract. This file covers only what's specific to flaky tests.

When to use

This is the opening of the README. Read the full README on GitHub.

Commands Absolute Deflake provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /absolute

Frequently asked about Absolute Deflake

  • What else does maddhruv publish alongside Absolute Deflake?

    Absolute Deflake is one of 11 skills that DirSkills catalogs from maddhruv/absolute, the repository it ships in. Its siblings there include Absolute Audit, Absolute Debt and Absolute Docs. Each one is a separate skill with its own page in this directory, installs the same way Absolute Deflake does, and is maintained by maddhruv in that same repository. The rest of the collection is listed on the maddhruv/absolute page.

  • How does Absolute Deflake compare to other Quality skills?

    Absolute Deflake ranks #1444 by stars among the 1897 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Absolute Deflake against them. Open each page to compare what they document and how they install.

More from maddhruv/absolute

Absolute Deflake is one of 11 skills cataloged on DirSkills from maddhruv/absolute.

See all 11 skills →
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Absolute Audit

Absolute Audit scans a repository for dependency CVEs and risky code patterns, then triages and fixes the issues worth addressing. Use it to harden your own codebase after a disclosure or as part of routine security hygiene.
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Absolute Debt

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Absolute Docs

Absolute Docs helps write, improve, or audit developer documentation using Diátaxis. It checks the docs stack, gates on outlines, and verifies claims against code before publishing.
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20929
⚙️
2026/09/04

Absolute Init

Absolute Init detects a repo’s conventions, asks a few setup questions, and writes shared and local config for other absolute commands. Use it the first time in a project or when conventions change.
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20929
✂️
2026/09/04

Absolute Prune

Absolute Prune removes dead code, unused dependencies, unreferenced exports, unreachable branches, and orphaned files from the whole repo. It is used on green main and verifies each removal with tool evidence and tests before deleting anything.
Quality
20929
🧹
2026/09/04

Absolute Simplify

Absolute Simplify cleans up staged, unstaged, or targeted code changes without changing behavior. It reduces complexity, removes redundancy, flattens nesting, and runs tests to confirm the edits still work.
Quality
20929

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Absolute Deflake is one of 1897 Quality skills cataloged on DirSkills, ranked #1444 by stars among them.

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Benchmark Optimization Loop

Benchmark Optimization Loop turns vague performance goals into a bounded, measured optimization process. Use it when asked to make something faster, benchmark latency/throughput/cost, or choose the best implementation by repeated measured tests.
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API Design Patterns provides conventions and best practices for designing consistent REST APIs. Use it when creating endpoints, reviewing contracts, handling pagination, error responses, status codes, filtering, or versioning.
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