CodeStable

August 5, 2026 · View on GitHub

CodeStable

English · 中文

Keep boundaries, evidence, and memory intact as AI coding projects evolve.

Status CodeStable Skills License

CodeStable offers lightweight skill contracts for serious software. It does not orchestrate agent teams and does not create a second documentation system. Models act within boundaries, prove results, and return knowledge to existing homes.

30-Second Model

User intent

cs: execute directly / discuss in this session / advise

feat · issue · refactor · epic

proportionate verification + necessary review / owner gates
   ↓ code results + the project's canonical knowledge

For team workflows, combine them by responsibility:

  • Stable coding: use CodeStable to make task boundaries, assurance, evidence, and project memory explicit.
  • Team context sharing: use Threadshare to turn Codex, Claude Code, and other agent conversations into read-only links for teammates and later agents.
  • Multi-agent coding collaboration: use cs-agent to create, invoke, and manage Codex, Claude, and other subagents during implementation, including independent review.

The three complement one another: CodeStable does not publish conversations or orchestrate agents, while Threadshare and cs-agent do not replace CodeStable's engineering contracts.

You only need to tell cs what you want to accomplish:

  • When the request is clear: it starts directly and delivers the result with enough verification.
  • When it finds a concrete risk: it adds only the confirmation, tests, or review needed for that risk; it does not enable the whole workflow.
  • When you want to discuss first: it aligns goals, terms, and boundaries with you. It will not change code without execution authorization.
  • When terminology could cause misunderstanding: it aligns the meaning as the shared language for this task; otherwise it reuses the project's existing language.

Pure discussion, advice, and overview requests write no project files by default. CodeStable does not persist unfinished discussions or guarantee automatic recovery in a later session.

Start in 5 Minutes

Install

Codex plugin marketplace:

codex plugin marketplace add codestable/CodeStable
codex plugin add codestable@codestable

Claude plugin marketplace:

/plugin marketplace add codestable/CodeStable
/plugin install codestable@codestable

skills CLI (v1 users must first follow the upgrade guide to remove the 24 retired entries, then install v2):

npx skills@latest add codestable/CodeStable/plugins/codestable

If the catalog misses the plugin entity, use npx skills@latest add codestable/CodeStable/plugins/codestable --full-depth as the deep-scan fallback.

Onboard a Project

Run /cs-onboard from the repository root. It creates only the minimal project-memory skeleton and does not take over documentation, worktree, or branch policy.

Start Working

When you are unsure which entry fits, call /cs; you can also call the owning skill directly. v2 ships 8 skills:

SkillPurpose
csRoute explicit actions, in-session discussion, advice, and system overview
cs-onboardCreate the minimal project-memory skeleton
cs-featImplement new capability or change existing behavior
cs-issueDiagnose problems; once repair is authorized, fix with red-to-green evidence
cs-refactorChange structure or performance under equivalence evidence
cs-epicDecompose and advance multiple deliverable items under confirmed policies
cs-reviewRead-only leaf executor; one review, with no child agent
cs-keepManage evidence-backed project facts, lesson lifecycle, and canonical homes

cs-code-review is a compatibility alias of cs-review. It only forwards and contains no independent rules.

Three Principles

1. thin harness, thick context

CodeStable writes responsibilities for strong models, not step-by-step scripts. Skills constrain goals, hard boundaries, and evidence; models choose paths from repository facts and load guidance on demand.

Thin means no permanent state machine or stage-artifact micromanagement, not no gates.

2. Evidence before conclusions

Feature work gets design and verification proportionate to risk; bug fixes go red to green; refactors establish equivalence first. The outer flow creates read-only reviewers.

Humans enter for product-contract changes, major risk, and overall acceptance, not every mechanical step.

3. One fact, one canonical owner

Project docs, ADRs, code, and domain documents keep their facts. CodeStable adds only a few session facts, lessons, and active cursors, never a parallel archive.

The owning skill returns conclusions to one home; if none exists, it asks the owner to choose.

Project Memory

/cs-onboard creates:

.codestable/
├── attention.md
├── lessons/
└── work/
  • attention.md holds the small set of project facts needed every session, capped at 25 entries.
  • lessons/ keeps one lesson per file, evolves it through observed / validated / retired, and deduplicates before writing.
  • work/ exists only for active cross-session work, multi-agent handoff, or an explicitly requested durable record.

CodeStable recognizes crystallization moments while working: it observes silently and shows at most one evidence-backed candidate at ordinary completion.

Mechanizable failures go to tests or checkers first. New lessons still require explicit authorization; later sessions validate or retire them after checking current facts.

Ordinary work creates no CodeStable stage docs; the diff, tests, and delivery summary are the evidence. Discussion does not enter work/; only stable conclusions graduate through the owning skill to a canonical home.

The Two-Layer Epic Model

Large initiatives separate durable contracts from temporary execution state. A permanent Epic document owns goals, scope, acceptance, approved items, key decisions, and final delivery.

When the route is still unclear, the permanent Epic document itself is the route map; decision dependencies derive the frontier.

The agent resolves facts, and genuine product judgment and trade-offs enter HITL. Once the route is clear, reviewable, and executable, existing design review, owner confirmation, and execution begin.

A temporary work cursor keeps only its pointer, approved revision, progress, policies, and evidence.

An Epic reuses an existing Epic, RFC, or initiative home when available and creates .codestable/epics/ only on demand. The temporary cursor is deleted at completion; the permanent document remains.

See WORKFLOW.en.md for owner gates, recovery, and terminal rules.

Fit

CodeStable fits best when:

  • software will evolve for months or years;
  • later sessions, models, or developers must recover historical constraints accurately;
  • AI should execute efficiently while humans retain product boundaries and final acceptance;
  • the team values verifiable results, independent review, and reusable knowledge.

It is not:

  • a multi-agent team orchestrator or automatic relay platform;
  • a process engine that forces every task through one pipeline;
  • a replacement for existing project docs, ADRs, issues, or pull requests;
  • a necessary dependency for a disposable prototype with no maintenance horizon.

CodeStable can coexist with agent-orchestration tools. It owns task boundaries, evidence, and memory, not how the host organizes agents.

For multi-agent collaboration or independent review by a heterogeneous agent inside a CodeStable flow, use cs-agent alongside CodeStable.

Go Deeper

MIT License · Authors @liuzhengdong, @dafang, Codex, and Claude