swapnil-agrim/loopsmith

6 stars · Last commit 2026-08-03

Portable Goal-Based SDLC for Claude Code — interactive goal-mode + autonomous park-and-continue loop-mode, installable into any repo as a plugin. Zero runtime deps.

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# LoopSmith

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**Guardrails + an overnight autopilot for your AI coding agent — one that plans before it codes, won't ship work that fights your strategy, and gets sharper every run.**

Drop it into any repo and every non-trivial prompt is held to a disciplined **7-phase SDLC** — Goal →
Research → Plan → Plan-Review → Implement → Review → Retrospective — so the agent stops jumping
straight to code. Then queue a backlog and let it **run autonomously**: each goal is driven to a
*verified* finish, moved across a **GitHub Projects board**, and recorded with a full audit trail.
Start from an existing repo **or** a product vision; LoopSmith grounds the work in your strategy and
remembers what it learns in a **self-improving knowledge graph**.

> **One promise: best-quality output, minimum effort.** Zero runtime deps (bash + python3 stdlib) and
> **zero hard plugin dependencies** — it installs seamlessly with or without anything else. If the
> `superpowers` + `code-review` companions are **already installed**, LoopSmith uses them
> automatically; if not, the portable `sdlc-*` executors run the same phases — **you install
> nothing**, on any host.

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