Adds optional delegation of agent-queue tasks to the SecuAAS secutools
AI platform (GPU / Gemini / Claude API) instead of dispatching to a
local Claude Code tmux session. Per-task opt-in via YAML frontmatter
fields preferred_ai, allow_delegation, complexity_hint — absence keeps
the Phase 1 behaviour exactly (zero breaking change).
Go side:
- internal/secutools: HTTP client with exponential-backoff retries
(SubmitJob/GetJob/WaitForResult), DecideProvider map adapter for CLI
use, table tests.
- internal/router: struct-typed Decide() with strict precedence
(needs_claude_code > preferred_ai=claude-code > allow_delegation=false
> preferred_ai > fail-safe local on unknown).
- internal/delegation: Manager submits jobs, writes .md.delegated
markers for on-restart recovery, runs a periodic reaper that moves
completed jobs into done/ with provider/cost footer and failed jobs
into failed/.
- internal/dispatcher: WithDelegation() opt-in, routeTask hook before
findFreeSession, skips .md.delegated in assignNextTask.
- internal/api: /api/delegated/status (active jobs + counters),
/watchdog/status extended with delegation counters.
- cmd/ccl-delegate: small CLI exposing submit/get/result/decide so the
bash dispatcher can call the same contract without duplicating logic.
- cmd/claude-failover: delegation wired opt-in via SECUTOOLS_API_KEY.
Tests:
- 29+ new unit tests across router, secutools, delegation, dispatcher,
api packages. go test -race -count=1 clean.
- tests/phase2-E-integration.sh: bash end-to-end against a Python
stdlib mock HTTP server, exercising the dev-management scripts.
Forward-compat with watchdog (Phase 1 B1 already ignores
state=delegated_to_secutools) so delegated tasks aren't flagged stale.
