Development · Autonomous loops

Runs an autonomous modify, verify, keep-or-discard loop against any metric, with subcommands for planning, debugging, fixing, security audits, shipping and more.

uditgoenka/autoresearch

Installs Loop Engineering into a project through the single @cobusgreyling/loop CLI, scaffolding a report-only loop and a readiness score.

cobusgreyling/loop-engineering

Diagnoses surprising LoopX behavior, such as stale recommendations or tiny progress, assigns it to the responsible layer and repairs it at the lowest durable level.

loopx-project/loopx

Runs an unattended iterate-until-verified loop in which a user-set verify command, not the agent's own claim, decides when the task is finished.

tanweai/pua

Runs the plan, implement and review pipeline detached in fresh headless sessions, looping review and fix until the pull request is clean.

Wirasm/prp

Watches an open GitHub pull request over time, routing review comments and CI failures to other skills until the PR is ready to merge.

EveryInc/compound-engineering-plugin

Runs an autonomous improvement loop on a repository: agents propose and execute plans, a tournament picks the winner by benchmark, and each round is recorded and plotted.

Yeachan-Heo/oh-my-claudecode

Runs one improvement mission as a bounded loop: each round makes a change, runs a strict JSON evaluator, logs the decision in markdown and continues until a max runtime is hit.

Yeachan-Heo/gajae-code

Runs a detached, resumable loop that plans, implements, opens a PR, reviews and fixes a feature across headless CLI sessions until the review is clean.

Wirasm/prp

Run the hive experiment loop — autonomous iteration on a shared task.

rllm-org/hive

Runs the agent-foreman task loop for one task by ID or unattended across every pending task, following next, implement, check, done for each one.

mylukin/agent-foreman

Rebuild a stale branch by cherry-picking each commit onto a fresh branch off main, using a ralph-loop to validate each commit (build, test, format, lint, optional e2e) before moving on.

platformplatform/PlatformPlatform

Organizes long-running agent work into a Project, Sprint and Task hierarchy with per-task state files, isolated worktrees, review loops and script-checked rules.

LichAmnesia/lich-skills

Run a spec-driven agent loop where coding tasks live as markdown specs that move through inbox → active → archive, get implemented by Claude Code or Codex, and pass a review gate before they count…

JuliusBrussee/skills

Single entry point that routes long or ambiguous agent tasks, checks live state, bounds autonomous loops and leaves a resumable handoff.

majiayu000/spellbook

Runs an autonomous evolutionary loop that improves a codebase against a measurable benchmark, using agent roles, tournament selection and recorded history until a stop condition.

zereight/gitlab-mcp

Long-running agent project harness for Codex, OpenClaw, Claude Code, and other coding agents.

liangdabiao/exa-research-mcp-skill

Watches a pull request's CI checks after creation, separates required from auxiliary failures, applies limited safe fixes and escalates anything semantic to you.

modu-ai/moai-adk

Executes an approved plan step by step through the spektacular CLI, which acts as the state machine, producing code, tests and a changelog.

jumppad-labs/jumppad

Optimizes a named target with a measured loop, attributing a workload's cost or scoring variants and keeping winners, on a dedicated branch with a disk log.

EveryInc/compound-engineering-plugin

Autonomous iteration loops for .NET development: build-fix, test-fix, refactor, and scaffold loops.

Resgrid/Core

Runs one unattended implementation iteration of an autonomous loop: steward the in-flight PR, fix interrupts, or build one queued idea issue and open a PR.

breaking-brake/cc-wf-studio

Design patterns for building autonomous coding agents. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Takes a request all the way through without stopping, routing it to Compound Engineering skills so that a code change ends as an open pull request.

EveryInc/compound-engineering-plugin

Stateful single-mission improvement loop with strict evaluator contract, markdown decision logs, and max-runtime stop behavior

Yeachan-Heo/oh-my-claudecode

Symptom-to-cause triage playbook for Flowfile (core/worker/kernel/frontend/AI) — covers "no such table" DB cascades (two distinct causes), import-time Alembic migration corruption, silent…

Edwardvaneechoud/Flowfile

Parallel version of the Ralph Loop. An agent skill from jh941213/my-cc-harness.

jh941213/my-cc-harness

Autonomous iterative experimentation loop for any programming task.

github/awesome-copilot

Run metric-driven iterative optimization loops. An agent skill from leo-kuang-ai/spec-first.

leo-kuang-ai/spec-first

Pull unmerged PlatformPlatform pull requests into a downstream project by cherry-picking each one onto the platformplatform-updates branch.

platformplatform/PlatformPlatform

Agent Loop that runs local pre-flight CI checks, auto-fixes issues, creates/pushes the PR, monitors CI, and loops until all checks pass.

UniClipboard/UniClipboard

Agent Loop for tasks that need research before implementation: check existing research first, run structured investigation (bb-browser/context7/code study), produce a Brief, then implement against…

UniClipboard/UniClipboard

Autonomous goal-directed iteration loop: modify, verify, keep/discard against a metric or a checkable success predicate, with bounded cycles, plateau/ceiling backstops, safety-screened commands, and…

leo-kuang-ai/spec-first

Copilot left 14 review comments on your PR — half are nits. An agent skill from github/awesome-copilot.

github/awesome-copilot

Autonomous iteration loops for .NET: drive a broken build or failing test suite to green with bounded iterations, progress detection, and fail-safe guards that prevent infinite retries and wasted…

codewithmukesh/dotnet-claude-kit

Agent Loop for cross-device sync/transfer issues: collect environment fingerprints from BOTH machines first, check memory for known patterns, manage hypotheses with forced falsification, and persist…

UniClipboard/UniClipboard

Agent Loop for build/compilation errors: run the build yourself, collect ALL errors at once, find root causes via dependency analysis, fix in order, revert failed hypotheses, loop until green.

UniClipboard/UniClipboard

Optional, operator-gated metric experiments under .scratch/ for Home Assistant Homelab.

Apocrathia/home-assistant-config

Safely triage PlanetScale schema recommendations and turn them into reviewed branches, migrations, issues, or pull requests without applying production changes.

planetscale/skills

[OMX] Strict autonomous loop: $deep-interview - $ralplan - $ultragoal (+ $team if needed) - $code-review - $ultraqa

yangyuan-zhen/PolyWeather