shenchangmin

shenchangmin/cairnkit

Plugin Claude Code

Plugin marketplace listing 1 plugin: cairnkit.

shenchangmin/cairnkit

Plugin Claude Code

A knowledge-precipitation harness for Claude Code — a disciplined multi-stage delivery workflow that captures durable learning and matures it through reuse. The workflow is the pipe; knowledge is the moat.

shenchangmin/cairnkit

Instructions file CodexOpenCode

AGENTS.md instructions for shenchangmin/cairnkit, covering cairnkit — agent instructions (codex / agents.md harness), the engine: cairn, how role dispatch works here, the delivery loop (logical flow-run contract) and hard rules.

shenchangmin/cairnkit

Instructions file

Claude Code instructions for shenchangmin/cairnkit, covering claude.md, first principle, architecture and sources of truth, harness entrypoints and repository structure.

shenchangmin/cairnkit

Agent

Backend architecture role for the ARCHITECTBACKEND stage. Turns the product analysis into a backend design artifact (modules, interfaces, data flow) and records the knowledge it used.

shenchangmin/cairnkit

Agent

Frontend architecture role for the ARCHITECTFRONTEND stage. Turns product + backend design into a frontend design (component tree, state, data flow, interaction). Queries the knowledge base for decisions/models and records knowledgeReferences. Skipped on the lite/single paths.

shenchangmin/cairnkit

Agent

Knowledge archival role for the ARCHIVE stage — the moat's intake. Extracts durable knowledge from the run's artifacts through the strict extraction gate, classifies each entry, writes the reference-tracking writeback, and produces the archive summary. The only agent that writes knowledge.

shenchangmin/cairnkit

Agent

Import step 2 — profile the codebase (architecture, modules, conventions, pitfalls) under a bounded search budget (60 searches). Produces a structured profile, not knowledge entries.

shenchangmin/cairnkit

Agent

Implementation role for the IMPLEMENT stage. Implements per the approved design, then writes an implementation summary artifact. Queries the knowledge base for guidelines/pitfalls and records knowledgeReferences. Does not change the architecture on its own.

shenchangmin/cairnkit

Agent

Import step 1 — collect raw material from multiple sources (git history, docs, tickets, code scan, dictation) into a normalized notes file. No knowledge classification yet.

shenchangmin/cairnkit

Agent

Import step 3 — distill collected sources + profile into at most 13 standardized draft knowledge entries (the strict gate applies), plus an archive summary. The only import agent that writes knowledge.

shenchangmin/cairnkit

Agent

Product analysis role for the ANALYSEPRODUCT stage. Turns a raw feature request into a product analysis artifact (problem, users, requirements, acceptance criteria) and records the knowledge it used.

shenchangmin/cairnkit

Agent

Technical analysis role for the ANALYSETECH stage. Turns the product analysis into a technical analysis (constraints, options, risks, recommended approach). Queries the knowledge base for decisions/guidelines(avoid)/pitfalls and records knowledgeReferences.

shenchangmin/cairnkit

Agent

Verification role for the BUILDVERIFY, E2EVERIFY and TEST stages. Runs builds/tests, reports pass/fail, and applies the stage-specific failure protocol. Does not change business logic — only verifies. Queries the knowledge base for pitfalls/guidelines(avoid).

shenchangmin/cairnkit

Agent

Visual review role for the VISUALREVIEW stage (optional; full path only). Walks the rendered UI against the frontend design and design-quality guidelines, reporting issues. Queries the knowledge base for guidelines. Does not change code.

shenchangmin/cairnkit

Command

Review a pending evolve proposal and, only after human approval, apply it to the harness source.

shenchangmin/cairnkit

Command

Analyze a bug/issue and record a harness-improvement proposal (analysis only — never applied).

shenchangmin/cairnkit

Command

Cold-start import — extract baseline knowledge from an existing project (resumable).

shenchangmin/cairnkit

Command

Start or resume a cairnkit delivery run (the file-as-state-machine workflow).

shenchangmin/cairnkit

Command

Show the current cairnkit run — stage, history, pending approvals, artifacts.

shenchangmin/cairnkit

Command

Knowledge base utilities — sync (pull/push), lint, stats, decay.

shenchangmin/cairnkit

Command

Initialise cairnkit in this project — generate cairnkit.yaml (single-repo default).

shenchangmin/cairnkit

Skill Claude CodeCodex

Use when a user asks to initialize, run or resume, inspect, import, manage knowledge, evolve, or apply a cairnkit workflow proposal in a project.

shenchangmin/cairnkit

Skill Claude CodeCodex

Use when starting or resuming a cairnkit delivery workflow.