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* feat(#956): add MemPalace memory capability (ADR-857 feature plug-in) Adds an opt-in, default-resilient ADR-857 feature capability that wires MemPalace (local-first memory: MCP server + CLI) into the GSD loop: deliberate recall before discuss/plan and verbatim + temporal-KG capture at phase boundaries. Three memory modes (augment default; kg_backend and replace forward-declared). Master gate mempalace.enabled (default off); every hook onError:skip, zero gates; absent/disabled MemPalace => loop unchanged. Transport is rendered-markdown only — MemPalace runs out-of-process, no third-party code in gsd-core (ADR-857 §7). Capability: capabilities/mempalace/ (manifest + 2 fragments), skills commands/gsd/mempalace-{recall,capture}.md, agent agents/gsd-mempalace-curator.md. Registration: ns-context router, utility cluster, KNOWN_SKILLS, help full.md, model-catalog, copilot install list, size baselines; regenerated capability-registry + inventory manifest. ship:post wired into ship.md (wire-on-demand). HELD on #1196: this capability also declares hooks at discuss:pre and discuss:post, which are structurally un-wireable until the host-loop conformance model covers the discuss phase (discuss-phase.md is not in HOST_LOOP_FILES). The phase6-capstone-conformance gate therefore fails on exactly those two orphaned points by design — see #1196. Once #1196 lands, rebase onto next and the gate goes green with no further change. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * docs(#956): backfill changeset PR number (#1201) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <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, Gemini 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, Gemini 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, Gemini 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 your first project:
/gsd-new-project
New here? Follow Your first project for a guided walkthrough from install to first shipped phase.
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.