feat(capabilities): add claude-orchestration capability (Workflow backend) (#1143)
Default-off, BETA, claude-only capability adopting Claude Code's Workflow tool (/effort ultracode, Agent SDK >= v0.3.149) as an optional parallel-execution backend for the GSD loop. Restores the wave parallelism + plan-checker + verifier that #853 forces inline on Claude Code, and folds gsd-ultraplan-phase under one runtime gate. - Pure fail-closed core (src/claude-orchestration.cts): detectWorkflowBackend (gate ladder: enabled -> Claude -> backend != inline -> nested+background host -> valid Agent SDK -> SDK >= floor; every miss degrades to inline) and emitWorkflowScript (waves -> parallel() barriers, plans -> gsd-executor + worktree, files_modified overlap -> separate stages, resumeFromRunId, budget). All interpolated identifiers validated script-safe; briefs JSON-quoted. - claude-orchestration command family (gsd-tools claude-orchestration detect-backend|emit-workflow) for orchestrator invocation. - Two gated loop contributions at wired points (execute:wave:post, plan:post); federated config keys (enabled/execution_backend/min_agent_sdk_version). - ADR-1143 implementation amendment; CONTEXT.md glossary entry; explanation doc. On any runtime lacking the Workflow tool, behaviour is byte-identical to today. closes #1143
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**A default-off, BETA, claude-only "Claude orchestration" capability** — adopts Claude Code's Workflow tool (`/effort ultracode`, Agent SDK ≥ v0.3.149) as an optional parallel-execution backend for the GSD loop, restoring the wave parallelism + plan-checker + verifier that the #853 backgrounded-agent nesting limitation forces inline on Claude Code, and folding the existing `gsd-ultraplan-phase` plan-offload under the same runtime gate. When `claude_orchestration.enabled` is on AND the runtime is Claude AND the Workflow tool is detected AND the Agent SDK meets the floor (`claude_orchestration.min_agent_sdk_version`, default `0.3.149`), `execute-phase` emits a generated Workflow script (`waves → parallel() barriers`, `plans → agent({ agentType: 'gsd-executor', isolation: 'worktree' })`, `files_modified overlap → separate sequential stages`, `resumeFromRunId` wired to the phase run id, shared `budget` pool) that composes the SAME executor agent + worktree isolation the inline path uses, so artifacts/commits are produced identically. Detection is pure and fail-closed (any miss → inline), so on any runtime lacking the Workflow tool behaviour is byte-identical to today. Adds a pure module `gsd-core/bin/lib/claude-orchestration.cjs` (`detectWorkflowBackend`, `emitWorkflowScript`), the `capabilities/claude-orchestration/` declaration with two gated loop contributions (`execute:wave:post`, `plan:post`) and a `claude-orchestration` command family (`gsd-tools claude-orchestration detect-backend|emit-workflow`), federated config keys, and an ADR-1143 implementation amendment. (#1143)
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