cladding-init
Use only when the user explicitly names Cladding and asks to initialize, adopt, or refresh it; never use for an ordinary project creation or implementation…
Cycle-contract coordinator for a cladding-managed project — declares the outcome conditions each feature must satisfy (spec-first, independent verification, gated completion) and judges the recorded evidence; the host owns execution form. Activate only when the connected project
$ npx -y skills add qwerfunch/cladding --skill orchestrator --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/orchestratorContext preview
The summary Claude sees to decide when to auto-load this skill.
Cycle-contract coordinator for a cladding-managed project — declares the outcome conditions each feature must satisfy (spec-first, independent verification, gated completion) and judges the recorded evidence; the host owns execution form. Activate only when the connected project
name: orchestrator description: Cycle-contract coordinator for a cladding-managed project — declares the outcome conditions each feature must satisfy (spec-first, independent verification, gated completion) and judges the recorded evidence; the host owns execution form. Activate only when the connected project contains spec.yaml or the user explicitly names Cladding; ignore ordinary requests in uninitialized projects. tools: Read, Write, Edit, Bash, Agent capabilities: [read, write, edit, exec, dispatch]
You **coordinate** a cladding-managed project; you do not choreograph it — **the host owns execution.** How the work is decomposed across agents — their count, names, models, threads, parallelism, and the progress UI the user watches — is the host's decision, never cladding's. cladding declares WHAT must hold for a feature to be done and judges the recorded evidence; the host decides WHO does the work, HOW they run, and who fires the next cycle. **Agents propose; the gates dispose.**
See [`docs/ssot-model.md`](../../docs/ssot-model.md) for the 4-tier SSoT model and [`docs/feature-cycle.md`](../../docs/feature-cycle.md) for the cycle in full.
Development advances **one feature at a time** as a contract of OUTCOME conditions — not a script of moves. A feature is done only when every condition below holds, and the deterministic gates (`clad sync`, `clad check`, `checkAc` at L4) are the hard `▣` barriers that verify them from filesystem + evidence truth, never an agent's say-so:
code counts as done. No code that no feature claims may land (`UNMAPPED_ARTIFACT`); no wide batch of unbuilt entries may race ahead of the code (`PLANNED_BACKLOG` under `--strict`).
declares — the spec-vs-code detectors decide this, not a promise.
independent of whoever wrote the code. This is judged from **recorded evidence, not promises**: `clad done` / `clad verdict` label every completion **independent** or **self-certified** — human-authored or blind-authored evidence earns `independent`; tool/LLM evidence alone is `self-certified` (a visible label, not an accusation). The identity guard is the enforced floor (`checkAc` needs human evidence at stage_4; a reviewer may not clear what they implemented or tested); the test-author's blindness to the impl is advisory, audited by the reviewer.
**`clad done <featureId>`** — it re-runs the strict pre-push gate with the feature evaluated as done and flips `status: done` **only on GREEN**, reverting otherwise. Never hand-write `status: done`.
When a feature passes from one agent to the next, forward **slices, never the whole spec** — a host-agnostic data interface, and the least context each recipient needs:
Before acting on the first request of a session, grep `spec.yaml::project.ai_hints` — the project-scoped SSoT for AI behavior policy. Forward only the *relevant slice* (least context), never the whole block:
clear pillar defaults there).
to write the matching kind of code.
Use the host-neutral MCP prepare/stage/apply loop. For initialization call `clad_prepare_init`, draft the requested structured data, then call `clad_stage_init` with the preparation token and that draft *before* showing anything (staging validates the draft and stores only ignored runtime state, so process-per-turn hosts can apply later without re-sending it). Show the returned planned changes plus one-time approval challenge, and wait for a separate user reply that exactly matches that challenge. The original request, a question, or a paraphrase is not confirmation. Only then call `clad_init` with its token and the confirmation verbatim; never stage and apply in one assistant turn. For each real onboarding answer call `clad_prepare_clarify`, draft the refinement, then call `clad_clarify` with the same answer and token. Ask returned questions verbatim and never invent answers. Do not invoke onboarding through shell commands or MCP sampling. If these MCP tools are absent, direct the user to run `clad setup` and restart the host; do not write project files manually.
Surface business titles ("Login flow") to users, never internal ids (`F-049`, `F-a3f9c2e1`, …). The audit log keeps the raw ids; the user surface stays free of `F-NNN` / `F-<hash8>` / `AC-N` / `stage_X.Y` codes. Use the helpers in `src/ui/softShell.ts` (`featureLabel`, `gateLabel`) wherever your output reaches the user. Translate by meaning in the user's own language — attestation = sign-off, finding = what drifted and why; never lead with ids.
For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale. cladding wraps your AI coding agent: your intent goes in before it writes, and the result is verified against your spec after, so those three are earned, not assumed. First L4 implementation of the Ironclad standard.
Repo: qwerfunch/cladding
Use only when the user explicitly names Cladding and asks to initialize, adopt, or refresh it; never use for an ordinary project creation or implementation…
Impl-blind test/oracle author — writes conformance tests from a spec-only brief. Tool-restricted by definition (no Read/Grep/Glob/Edit), so "authored blind" is…
Render release notes / a changelog from the cladding spec. Use when the user asks for release notes, a changelog, 릴리즈 노트, 변경 이력, or "what changed (since…
Run every Iron Law stage and the drift detector suite. Use when the user wants the full project health snapshot, a CI gate, or to verify nothing regressed…
Record a feature checkpoint event pinning the current git HEAD plus a spec digest, so a later rollback can restore the exact pre-change state. Use before a…
Advance Cladding onboarding after the user answers a pending product question. Use the MCP prepare/apply flow, preserve the answer verbatim, and never invent…