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Updated 3mo ago

by andyzengmath

quantum-loop

Spec-driven autonomous development loop for Claude Code. Combines structured PRD generation, dependency DAG execution, two-stage review gates, and Iron Law verification.

Works with
  • Claude

24 GitHub stars (24)

Steady at 24 stars — no new stars in the 20 days since Sep 26.

  • 10 skills (10 skills found in its SKILL.md files)
  • 0 forks (0 forks)
  • 3mo ago last update (Last updated 3mo ago)

Install

Skills CLI

npx skills add andyzengmath/quantum-loop

Asks which skills and agents to install. Just one: npx skills add andyzengmath/quantum-loop --skill ql-brainstorm — add -g for every project.

Claude Code

git clone https://github.com/andyzengmath/quantum-loopcp -r "quantum-loop/skills/ql-brainstorm" ~/.claude/skills/

Copies the ql-brainstorm skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add andyzengmath/quantum-loop

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • ql-brainstorm

    Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Deep Socratic exploration of a feature idea before implementation. Asks questions one at a time, proposes 2-3 alternative approaches with trade-offs, presents design section-by-section for approval, and saves an approved design document. Use when starting a new…

    skills/ql-brainstorm/SKILL.md on GitHub (opens in a new tab)
  • ql-deep-review

    Multi-perspective post-implementation review aggregator for quantum-loop. Invokes 2-7 reviewer agents in parallel based on risk score, applies actionability filter, dedups, aggregates with evidence requirements. Use AFTER the per-story two-stage review gates pass and before merging a whole-feature PR to master. Complements ql-review (per-story) with whole-feature review.

    skills/ql-deep-review/SKILL.md on GitHub (opens in a new tab)
  • ql-deslop

    Post-review AI-slop cleanup pass. After quality review approves a story/feature, scans only the changed files for: duplicate code, dead code, needless abstraction, boundary violations, missing tests. Proposes deletions with regression-test gate — rolls back on regression. Mandatory unless explicitly skipped via --no-deslop. Borrowed from OMC Ralph 7.5 + 7.6.

    skills/ql-deslop/SKILL.md on GitHub (opens in a new tab)
  • ql-execute

    Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Run the autonomous execution loop. Reads quantum.json, queries the dependency DAG, implements stories with TDD and two-stage review gates. Supports parallel execution via native worktree isolation. Use after /quantum-loop:plan has created quantum.json. Triggers…

    skills/ql-execute/SKILL.md on GitHub (opens in a new tab)
  • ql-housekeep

    Detect repo-hygiene issues that accumulate during long-running autonomous development (merge-conflict markers, orphan worktrees, CPC-variant duplicates, stale branches, version-manifest drift). Detection-only by default — reports findings, never deletes or modifies without explicit user confirmation.

    skills/ql-housekeep/SKILL.md on GitHub (opens in a new tab)
  • ql-intent-check

    Intent-drift audit for quantum-loop. Compares the user's original intent (immutable snapshot) against downstream artifacts (design.md → PRD → quantum.json ACs → implementation) to detect semantic divergence. Flags drift with file:line evidence. Use before merge or when specs feel "rewritten."

    skills/ql-intent-check/SKILL.md on GitHub (opens in a new tab)
  • ql-plan

    Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Convert a PRD into machine-readable quantum.json with dependency DAG, granular 2-5 minute tasks, and execution metadata. Use after creating a spec with /quantum-loop:spec. Triggers on: create plan, convert to json, plan tasks, generate quantum json, ql-plan.

    skills/ql-plan/SKILL.md on GitHub (opens in a new tab)
  • ql-review

    Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Two-stage code review. Spec compliance first, then code quality. Use after implementation or before merge. Triggers on: review code, code review, check implementation, ql-review.

    skills/ql-review/SKILL.md on GitHub (opens in a new tab)
  • ql-spec

    Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Generate a structured Product Requirements Document (PRD) with user stories, acceptance criteria, and functional requirements. Use when you have an approved design and need formal requirements, or when starting from scratch. Triggers on: create spec, write prd,…

    skills/ql-spec/SKILL.md on GitHub (opens in a new tab)
  • ql-verify

    Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Iron Law verification gate. Requires fresh evidence before any completion claim. Use before claiming work is done, before committing, or before marking a story as passed. Triggers on: verify, check, prove it works, ql-verify.

    skills/ql-verify/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.