mickeyyaya/evolve-loop

Autonomous CI/CD for AI-written code: plans, builds, and adversarially audits changes to any repo — a different model reviews the builder — shipping only what passes deterministic gates. Failures become durable lessons; runs are checkpoint-resumable & context-optimized. Claude Code · Codex · Gemini.

5Stars on the repository
169Mods indexed here, across every type
todayLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

adversarial-testing

01

mickeyyaya/evolve-loop

Command

Use when authoring evals/predicates (Scout, TDD-Engineer), framing an audit (Auditor), or justifying which phases run (PhaseAdvisor/router). Codifies Google's 4-phase adversarial-testing methodology mapped onto evolve-loop's eval, audit, routing, and red-team surfaces.

not rated 5 today A 61 tokens Apache-2.0

audit

02

mickeyyaya/evolve-loop

Command

Use after build has produced build-report.md. Validates the build via four parallel sub-auditors (eval-replay, lint, regression, build-quality) and produces ALL-PASS verdict. Adversarial mode default-on per CLAUDE.md.

not rated 5 today A 51 tokens Apache-2.0

build

03

mickeyyaya/evolve-loop

Command

Use after tdd has written RED tests and the contract is in team-context.md. Implements the minimum code to turn RED tests GREEN. Runs in a worktree with single-writer invariant.

not rated 5 today A 38 tokens Apache-2.0

mickeyyaya/evolve-loop

Command

Use when reviewing code changes for quality, security, performance, or maintainability issues and identifying simplification opportunities in a single token-efficient pass.

not rated 5 today A 27 tokens Apache-2.0

commit

05

mickeyyaya/evolve-loop

Command

Use when the user asks to commit changes (interactively, not inside an autonomous cycle). Runs code-simplifier + one reviewer (general code-reviewer OR the matching language reviewer, ECC agents/skills), then lint + targeted tests via evolve commit-gate run, writes a tree-SHA-bound attestation, commits + pushes via…

not rated 5 today A 103 tokens Apache-2.0

diff-review

06

mickeyyaya/evolve-loop

Command

Budget-capped adversarial review + simplification pass over a STAGED DIFF only — one agent, two lenses, findings-first. Use for commit-gate reviews instead of dispatching separate whole-repo reviewer and simplifier agents; the caller declares what already ran (tests, lint, gates) and the reviewer verifies claims…

not rated 5 today A 78 tokens Apache-2.0

engineering-craft

07

mickeyyaya/evolve-loop

Command

Use when writing or changing any production code or tests — new features, bug fixes, refactors, or test authoring, in any language, by any model on any CLI.

not rated 5 today A 36 tokens Apache-2.0

evaluator

08

mickeyyaya/evolve-loop

Command

Use when the user invokes /evo:evaluator or asks to evaluate, assess, score, or independently audit code quality, project health, or improvement priorities with multi-dimensional scoring and anti-gaming defenses.

not rated 5 today A 40 tokens Apache-2.0

explain

09

mickeyyaya/evolve-loop

Command

Use when the user asks to explain how a feature/subsystem works and how the loops built it, or what the concurrent loops/lanes/cycles did and why. Default output = per-FEATURE HTML explainer pages (two movements — how it works today, then how it got built, with verified file:line claims and drift callouts) under…

not rated 5 today A 108 tokens Apache-2.0

fable

10

mickeyyaya/evolve-loop

Command

Use when running any LLM agent below Fable 5 — Claude (Opus/Sonnet/Haiku), GPT via codex, Gemini via agy, or local models via ollama — to adopt Fable 5's operating discipline — evidence-first investigation, premise verification, root-cause-only fixes, adversarial self-review, calibrated autonomy, and honest failure…

not rated 5 today A 93 tokens Apache-2.0

golang-test-review

11

mickeyyaya/evolve-loop

Command

Use when reviewing Go test code (new or changed test.go files, test harnesses, fixtures, or test tooling) for a Go-test-expert pass — behavior-over-surface, determinism, parallel-safety, build-tag correctness, and harness reuse. Complements the general code-reviewer with test-specific rigor.

not rated 5 today A 65 tokens Apache-2.0

inspirer

12

mickeyyaya/evolve-loop

Command

Use when the user invokes /evo:inspirer or asks to brainstorm creatively, think outside the box, explore unconventional approaches, break out of stagnation, or generate research-backed ideas with provocation lenses.

not rated 5 today A 42 tokens Apache-2.0

intent

13

mickeyyaya/evolve-loop

Command

Pre-Scout intent capture phase. Structures vague user goals into intent.md before any subagent budget is spent. Opt-in via policy.json workflow.phaseenables.intent=on.

not rated 5 today A 35 tokens Apache-2.0

loop

14

mickeyyaya/evolve-loop

Command

Use when the user invokes /evo:loop or asks to run autonomous improvement cycles, self-evolving development, compound discovery, or multi-cycle code improvement with research, build, audit, and learning phases.

not rated 5 today A 41 tokens Apache-2.0

minimalism

15

mickeyyaya/evolve-loop

Command

Use in any coding session when writing or changing code — enforces the laziest solution that actually works (YAGNI, stdlib-first, shortest diff) while never trimming validation, error handling, security, accessibility, or the pipeline's tests/gates. Also triggers on "minimalism", "be lazy", "simplest/minimal…

not rated 5 today A 102 tokens Apache-2.0

phase-create

16

mickeyyaya/evolve-loop

Command

Use when the user (or the advisor) wants to design and register a NEW optional pipeline phase conversationally — "add a phase that does X". Interviews for goal-type, trigger signal, report sections, and verdict; synthesizes a phase.json + persona; registers them via evolve phases create; self-corrects from the…

not rated 5 today A 91 tokens Apache-2.0

plan-review

17

mickeyyaya/evolve-loop

Command

Use when scout-report.md exists and TDD/Build hasn't started yet. Runs four lenses (CEO, Eng, Design, Security) in parallel on the task list and produces a verdict (PROCEED, REVISE, ABORT) before code is written. Catches misaligned plans before they cost cycles.

not rated 5 today A 64 tokens Apache-2.0

publish

18

mickeyyaya/evolve-loop

Command

Use when the user invokes /evo:publish or asks to release a new version, ship a release, or publish a tag. Wraps the go-native self-healing release pipeline (evolve release) — pre-flight checks, auto-changelog, atomic ship, marketplace propagation poll, auto-rollback on failure.

not rated 5 today A 64 tokens Apache-2.0

refactor

19

mickeyyaya/evolve-loop

Command

Use when the user asks to refactor code, review code quality, or fix code smells — orchestrates the full refactoring pipeline from detection through fix, with parallel worktree isolation per independent refactoring group.

not rated 5 today A 41 tokens Apache-2.0

release

20

mickeyyaya/evolve-loop

Command

Use when the user asks whether a release is ready, or to gate/verify release criteria before publishing. A thin readiness-gate that runs the existing read-only verifiers (evolve release-preflight, evolve release-consistency), adds the CI-green-on-main and no-WIP-commit checks they don't cover, then delegates execution…

not rated 5 today A 81 tokens Apache-2.0

retro

21

mickeyyaya/evolve-loop

Command

Use after ship completes. Three sub-reflectors (instinct, gene, failure) run in parallel to extract lessons, update gene pool, and analyze any failures. Off the latency-critical path.

not rated 5 today A 40 tokens Apache-2.0

scout

22

mickeyyaya/evolve-loop

Command

Use when starting a new evolve-loop cycle and the cycle goal is ambiguous or only described as a one-line objective. Generates a structured specification before any code is written. Surfaces assumptions explicitly.

not rated 5 today A 38 tokens Apache-2.0

mickeyyaya/evolve-loop

Command

Security-focused code review that emits a numeric composite score (0.0–1.0) suitable for the evolve-loop Builder self-review convergence loop.

not rated 5 today A 29 tokens Apache-2.0

setup

24

mickeyyaya/evolve-loop

Command

Use when the user runs /evo:setup (or /evo:setup), asks to configure evolve-loop, onboard, pick per-phase models, or learn how the pipeline works. Auto-detects available LLM CLIs/subscriptions, explains the pipeline concisely, then presents THREE ready-made config presets (Recommended/Economy/Max-quality) the Go…

not rated 5 today A 122 tokens Apache-2.0

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