ab04916682
Fold all runtime==='kimi'/isKimi logic branches into descriptor-driven hostBehaviors (localInstallDeferred, verificationStyle, agentManifestStyle, reapplyCommand, doneBannerStyle) + add 'kimi' to _DESCRIPTOR_AGENTS_RUNTIMES. Kimi's skills/kimi-agents dispatch was already descriptor-driven (converter-by- name + kimi-agents kind). Zero isKimi/runtime==='kimi' branches remain. UPGRADE 1 (native hook bus): new hooksSurface 'kimi-hooks-toml' + a marker- delimited config.toml [[hooks]] emitter (buildKimiHooksTomlBlock/writeKimiHooksToml in runtime-hooks-surface.cts; resolveKimiHooksTomlDir in runtime-homes.cts). GSD's lifecycle hooks now wire into Kimi's native ~/.kimi/config.toml (Context7- confirmed path) at SessionStart/PreToolUse/Stop/PreCompact/SubagentStart/ SubagentStop — kimi becomes a hooks/ consumer (the 3 && !isKimi exclusion guards removed). config.toml holds absolute install paths so it's golden-excluded via an exact relative-path (.kimi/config.toml), not a basename (which would blind Codex's config.toml). New hooksSurface value added to the closed enum in capability-validator + runtime-config-adapter-registry. UPGRADE 2 (background dispatch): flip dispatch.backgroundDispatch true (Kimi's Agent tool takes run_in_background; root agent already gets the Agent tool), so negotiation no longer flattens dispatch. subagentToolkit stays 'undocumented' per AC (coder/explore/plan have distinct tool policies). MCP transport explicitly deferred (no installer-driven MCP for any runtime). Golden: only kimi.json changes (hooks/ scripts now installed); all 15 others + claude-local byte-identical (kilo/zcode keep their own exclusions). Tests: kimi-imperative-reference (adapter/axes/fail-closed/hostBehaviors + source-grep guard) + kimi-upgrades (config.toml [[hooks]] SessionStart + marker idempotency + backgroundDispatch negotiation). CONTEXT.md glossary + matrix + how-to updated; changeset (Added). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
GSD Core
Git. Ship. Done.
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A light-weight meta-prompting, context engineering, and spec-driven development system for Claude Code, OpenCode, Antigravity CLI, Kimi CLI, Kilo, Codex, Copilot, Cursor, Windsurf, and more.
What is GSD Core
GSD Core is a context-engineering and spec-driven development framework that drives AI coding agents (Claude Code, Codex, Antigravity CLI, Kimi CLI, Copilot, Cursor, and more) through a disciplined phase loop. It solves context rot — the quality degradation that accumulates as an AI fills its context window — by running all heavy research, planning, and execution work in fresh-context subagents while keeping your main session lean.
How it works
Each milestone repeats the same five-step loop, one phase at a time:
- Discuss — capture implementation decisions before anything is planned
- Plan — research, decompose, and verify the plan fits a fresh context window
- Execute — run plans in parallel waves; each executor starts with a clean 200k-token context
- Verify — walk through what was built; diagnose and fix before declaring done
- Ship — create the PR, archive the phase, repeat for the next one
Quickstart
npx @opengsd/gsd-core@latest
The installer prompts for your runtime (Claude Code, OpenCode, Antigravity CLI, Kimi CLI, Kilo, Codex, Copilot, Cursor, Windsurf, and more) and whether to install globally or locally. The installer is required for cross-runtime compatibility — do not copy files from agents/ or commands/ directly.
On another runtime or without Node.js? See Install on your runtime.
Once installed, start a new project or onboard an existing repo:
/gsd-new-project # greenfield project
/gsd-onboard # existing codebase
New here? Follow Your first project for a guided walkthrough from install to first shipped phase, or Onboarding an existing codebase for brownfield setup.
Documentation
Tutorials — learning by doing:
How-to guides — task-focused recipes:
Reference — authoritative facts:
Explanation — concepts and design decisions:
Full index: docs/README.md. Other languages: 日本語 · 한국어 · Português · 简体中文.
Why it works
Most AI-coding setups fail at scale because context bloat silently degrades output quality, there is no shared memory between sessions, and nothing verifies that code actually works. GSD Core solves all three: heavy work runs in fresh subagents, structured artifacts like STATE.md and CONTEXT.md survive session boundaries, and the verify step walks through what was built and generates fix plans before a phase is declared done. See docs/explanation/context-engineering.md for the full reasoning.
Troubleshooting? See docs/how-to/recover-and-troubleshoot.md.
Community
| Project | Platform |
|---|---|
| gsd-opencode | Original OpenCode port |
| Discord | Community support |
Star History
License
MIT License. See LICENSE for details.
Claude Code is powerful. GSD Core makes it reliable.