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andyzengmath
GitHub creator profile

andyzengmath

Repository-level view of 13 collected skills across 3 GitHub repositories.

skills collected
13
repositories
3
updated
2026-06-25
repository explorer

Repositories and representative skills

ql-plan
software-developers

Part of the quantum-loop autonomous development pipeline (brainstorm → spec → plan → execute → review → 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.

2026-06-25
ql-execute
software-developers

Part of the quantum-loop autonomous development pipeline (brainstorm → spec → plan → execute → review → 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 on: execute, run loop, start building, ql-execute.

2026-04-29
ql-spec
software-developers

Part of the quantum-loop autonomous development pipeline (brainstorm → spec → plan → execute → review → 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, spec out, requirements for, ql-spec.

2026-04-28
ql-brainstorm
project-management-specialistsgeneral-and-operations-managers-111021

Part of the quantum-loop autonomous development pipeline (brainstorm → spec → plan → execute → review → 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 feature, exploring an idea, or before writing a spec. Triggers on: brainstorm, explore idea, design this, think through, ql-brainstorm.

2026-04-27
ql-verify
software-quality-assurance-analysts-and-testers

Part of the quantum-loop autonomous development pipeline (brainstorm → spec → plan → execute → review → 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.

2026-04-26
ql-deslop
software-quality-assurance-analysts-and-testers

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.

2026-04-22
ql-deep-review
software-quality-assurance-analysts-and-testers

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.

2026-04-21
ql-intent-check
software-quality-assurance-analysts-and-testers

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."

2026-04-21
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