gsd-lean 0.12.0

Lightweight meta-prompting and spec-driven development plugin for Claude Code

GSD-Lean

A lightweight reimplementation of Get-Shit-Done — a complement to the original GSD system

What is GSD?

GSD is a meta-prompting, context engineering, and spec-driven development system for Claude Code. It solves context rot by breaking projects into phases with fresh contexts per task, using a discuss → plan → execute → verify loop. Written in JavaScript.

What is GSD-Lean?

A Python reimplementation of GSD's core ideas as a lightweight plugin. Rather than the full system, GSD-Lean focuses on being minimal and easy to extend.

Status: Early development.

How It Works

GSD-Lean guides development through a 6-phase workflow:

stateDiagram-v2
    [*] --> init : gsd-lean init
    init --> discuss : project initialized

    discuss --> plan : requirements populated
    plan --> discuss : plan rejected
    plan --> execute : plan verified
    execute --> plan : revise plan
    execute --> verify
    verify --> execute : tasks remaining
    verify --> complete : all tasks done
    complete --> discuss : new cycle
    complete --> init : re-initialize

Phase	What Happens
init	Project scaffolded; tech stack auto-detected; PROJECT.md, CONTEXT.md, STATE.md created
discuss	Research subagent investigates codebase + web; user preferences probed; REQUIREMENTS.md and DECISIONS.md populated
plan	Requirements decomposed into tasks (T-NNN) in PLAN.md; plan-review subagent verifies completeness
execute	Tasks implemented one by one, status tracked in PLAN.md
verify	Lint, typecheck, tests run against task verification criteria
complete	Summary generated, cycle can restart

Each phase is driven by a skill (/init, /discuss, /plan, /execute, /verify, /complete) that calls CLI commands (gsd-lean init, gsd-lean transition, gsd-lean plan-status) to manage state.

See PROJECT_KNOWLEDGE.md for detailed architecture — transitions, preconditions, subagents, and CLI reference.

Quick Start

0. Install plugin

Add the Bifurcate Loops marketplace, then install GSD-Lean:

/plugin marketplace add Bifurcate-Loops/bifurcate-plugins
/plugin install gsd-lean@bifurcate-plugins

1. Initialize project

/gsd-lean:init

Scaffolds the project. Claude asks clarifying questions, then writes PROJECT.md and CONTEXT.md.

Sections "Constraints" and "Notes" in PROJECT.md are read by GSD-Lean phases and injected into subagent prompts.

Constraints are mandatory rules. Prefix with [phase] to target specific phases. Untagged constraints apply to all phases.

## Constraints

- [execute] After writing `.luau` files, run `rojo sourcemap default.project.json -o sourcemap.json`
- [plan] For each development cycle, always include a last task running the `code-simplifier` subagent
- [execute][verify] If env variables are introduced, update `.env.example`
- When writing `.luau` files, run `rojo sourcemap ...`

Valid tags: [discuss], [plan], [execute], [verify]. Multiple tags allowed (e.g., [execute][verify]).

Notes are informational context injected into all phases. No phase tags needed.

## Notes

- We're migrating from REST to GraphQL next quarter — prefer GraphQL patterns where possible
- The auth module is owned by team-security; changes there need extra review
- Performance budget: no endpoint should exceed 200ms p95

2. Discuss

/gsd-lean:discuss Add user authentication with OAuth

Claude explores the codebase and web, probes for preferences, and populates REQUIREMENTS.md and DECISIONS.md.

3. Plan

/gsd-lean:plan

Decomposes requirements into structured tasks (T-NNN) in PLAN.md.

4. Execute

/gsd-lean:execute

Implements tasks sequentially — one per invocation. If requirements change mid-execution, re-invoke /plan to revise the plan while preserving task progress.

5. Verify & Complete

/gsd-lean:verify
/gsd-lean:complete

/verify runs verification against task criteria. /complete generates a summary and optionally starts a new cycle.

Caveats

• Run each GSD-Lean phase in a new Claude Code session. The /init, /discuss, and /plan phases enter Plan Mode; when prompted to accept, select Yes, auto-accept edits — do not select "Yes, clear context and auto-accept edits (shift+tab)", as that erases internal context and causes GSD-Lean to lose track.
• If your project's CLAUDE.md contains development workflow instructions (e.g. branching strategy, commit conventions, test-before-push rules), these can conflict with GSD-Lean's phased development cycle. Remove or comment out such instructions before running GSD-Lean.