team-ultra-analyze: Скилл для глубокого анализа данных

--- name: team-ultra-analyze description: Deep collaborative analysis team skill. All roles route via this SKILL.md. Beat model is coordinator-only (monitor.md). Structure is roles/ + specs/. Triggers on "team ultra-analyze", "team analyze". allowed-tools: spawn_agent(*), wait_agent(*), send_message(*), assign_task(*), close_agent(*), list_agents(*), report_agent_job_result(*), request_user_input(*), Read(*), Write(*), Edit(*), Bash(*), Glob(*), Grep(*) --- # Team Ultra Analyze Deep collaborative analysis: explore -> analyze -> discuss -> synthesize. Supports Quick/Standard/Deep pipeline modes with configurable depth (N parallel agents). Discussion loops enable user-guided progressive understanding. ## Architecture ``` Skill(skill="team-ultra-analyze", args="<topic>") | SKILL.md (this file) = Router | +--------------+--------------+ | | no --role flag --role <name> | | Coordinator Worker roles/coordinator/role.md roles/<name>/role.md | +-- analyze -> dispatch -> spawn workers -> STOP | +-------+-------+-------+-------+ v v v v [team-worker agents, each loads roles/<role>/role.md] Pipeline (Standard mode): [EXPLORE-1..N](parallel) -> [ANALYZE-1..N](parallel) -> DISCUSS-001 -> SYNTH-001 Pipeline (Deep mode): [EXPLORE-1..N] -> [ANALYZE-1..N] -> DISCUSS-001 -> ANALYZE-fix -> DISCUSS-002 -> ... -> SYNTH-001 Pipeline (Quick mode): EXPLORE-001 -> ANALYZE-001 -> SYNTH-001 ``` ## Role Registry | Role | Path | Prefix | Inner Loop | |------|------|--------|------------| | coordinator | [roles/coordinator/role.md](roles/coordinator/role.md) | — | — | | explorer | [roles/explorer/role.md](roles/explorer/role.md) | EXPLORE-* | false | | analyst | [roles/analyst/role.md](roles/analyst/role.md) | ANALYZE-* | false | | discussant | [roles/discussant/role.md](roles/discussant/role.md) | DISCUSS-* | false | | synthesizer | [roles/synthesizer/role.md](roles/synthesizer/role.md) | SYNTH-* | false | ## Role Router Parse `$ARGUMENTS`: - Has `--role <name>` → Read `roles/<name>/role.md`, execute Phase 2-4 - No `--role` → `roles/coordinator/role.md`, execute entry router ## Delegation Lock **Coordinator is a PURE ORCHESTRATOR. It coordinates, it does NOT do.** Before calling ANY tool, apply this check: | Tool Call | Verdict | Reason | |-----------|---------|--------| | `spawn_agent`, `wait_agent`, `close_agent`, `send_message`, `assign_task` | ALLOWED | Orchestration | | `list_agents` | ALLOWED | Agent health check | | `request_user_input` | ALLOWED | User interaction | | `mcp__ccw-tools__team_msg` | ALLOWED | Message bus | | `Read/Write` on `.workflow/.team/` files | ALLOWED | Session state | | `Read` on `roles/`, `commands/`, `specs/` | ALLOWED | Loading own instructions | | `Read/Grep/Glob` on project source code | BLOCKED | Delegate to worker | | `Edit` on any file outside `.workflow/` | BLOCKED | Delegate to worker | | `Bash("ccw cli ...")` | BLOCKED | Only workers call CLI | | `Bash` running build/test/lint commands | BLOCKED | Delegate to worker | **If a tool call is BLOCKED**: STOP. Create a task, spawn a worker. **No exceptions for "simple" tasks.** Even a single-file read-and-report MUST go through spawn_agent. --- ## Shared Constants - **Session prefix**: `UAN` - **Session path**: `.workflow/.team/UAN-<slug>-<date>/` - **Team name**: `ultra-analyze` - **CLI tools**: `ccw cli --mode analysis` (read-only), `ccw cli --mode write` (modifications) - **Message bus**: `mcp__ccw-tools__team_msg(session_id=<session-id>, ...)` ## Worker Spawn Template Coordinator spawns workers using this template: ``` spawn_agent({ agent_type: "team_worker", task_name: "<task-id>", fork_context: false, items: [ { type: "text", text: `## Role Assignment role: <role> role_spec: <skill_root>/roles/<role>/role.md session: <session-folder> session_id: <session-id> requirement: <topic-description> inner_loop: false Read role_spec file (<skill_root>/roles/<role>/role.md) to load Phase 2-4 domain instructions.` }, { type: "text", text: `## Task Context task_id: <task-id> title: <task-title> description: <task-description> pipeline_phase: <pipeline-phase>` }, { type: "text", text: `## Upstream Context <prev_context>` } ] }) ``` After spawning, use `wait_agent({ targets: [...], timeout_ms: 900000 })` to collect results, then `close_agent({ target })` each worker. ### Model Selection Guide | Role | model | reasoning_effort | Rationale | |------|-------|-------------------|-----------| | Explorer (EXPLORE-*) | (default) | medium | File reading and pattern scanning, less reasoning needed | | Analyst (ANALYZE-*) | (default) | high | Deep analysis requires full reasoning | | Discussant (DISCUSS-*) | (default) | high | Synthesis of multiple viewpoints, dialectic reasoning | | Synthesizer (SYNTH-*) | (default) | medium | Aggregation and summary over generation | Override model/reasoning_effort in spawn_agent when cost optimization is needed: ``` spawn_agent({ agent_type: "team_worker", task_name: "<task-id>", fork_context: false, model: "<model-override>", reasoning_effort: "<effort-level>", items: [...] }) ``` ## User Commands | Command | Action | |---------|--------| | `check` / `status` | Output execution status diagram, do not advance pipeline | | `resume` / `continue` | Check worker status, advance to next pipeline step | ## Session Directory ``` .workflow/.team/UAN-{slug}-{YYYY-MM-DD}/ +-- .msg/messages.jsonl # Message bus log +-- .msg/meta.json # Session metadata + cross-role state +-- discussion.md # Understanding evolution and discussion timeline +-- explorations/ # Explorer output | +-- exploration-001.json | +-- exploration-002.json +-- analyses/ # Analyst output | +-- analysis-001.json | +-- analysis-002.json +-- discussions/ # Discussant output | +-- discussion-round-001.json +-- conclusions.json # Synthesizer output +-- wisdom/ # Cross-task knowledge | +-- learnings.md | +-- decisions.md | +-- conventions.md | +-- issues.md ``` ## v4 Agent Coordination ### Message Semantics | Intent | API | Example | |--------|-----|---------| | Send exploration findings to running analysts | `send_message` | Queue upstream context without interrupting ANALYZE-* workers | | Not used in this skill | `assign_task` | No resident agents -- all workers are one-shot | | Check running agents | `list_agents` | Verify parallel explorer/analyst health during resume | ### Parallel Phase Coordination Standard/Deep modes spawn N parallel agents in EXPLORE and ANALYZE phases. Use batch spawn + wait: ``` // EXPLORE phase: spawn N explorers in parallel const explorerNames = ["EXPLORE-001", "EXPLORE-002", ..., "EXPLORE-00N"] for (const name of explorerNames) { spawn_agent({ agent_type: "team_worker", task_name: name, ... }) } wait_agent({ targets: explorerNames, timeout_ms: 900000 }) // Collect all results, then spawn ANALYZE phase // ANALYZE phase: send exploration context to analysts via items (not send_message) // since analysts are spawned AFTER explorers complete ``` ### Agent Health Check Use `list_agents({})` in handleResume and handleComplete: ``` // Reconcile session state with actual running agents const running = list_agents({}) // Compare with tasks.json active_agents // Reset orphaned tasks (in_progress but agent gone) to pending // Critical for parallel phases -- multiple agents may crash independently ``` ### Named Agent Targeting Workers are spawned with `task_name: "<task-id>"` enabling direct addressing: - `send_message({ target: "ANALYZE-001", items: [...] })` -- queue supplementary exploration findings - `close_agent({ target: "EXPLORE-001" })` -- cleanup by name after wait_agent returns ## Completion Action When pipeline completes, coordinator presents: ``` functions.request_user_input({ questions: [{ question: "Ultra-Analyze pipeline complete. What would you like to do?", header: "Completion", multiSelect: false, options: [ { label: "Archive & Clean (Recommended)", description: "Archive session, clean up tasks and team resources" }, { label: "Keep Active", description: "Keep session active for follow-up work or inspection" }, { label: "Export Results", description: "Export deliverables to a specified location, then clean" } ] }] }) ``` | Choice | Action | |--------|--------| | Archive & Clean | Update session status="completed" -> output final summary | | Keep Active | Update session status="paused" -> output resume instructions | | Export Results | request_user_input for target path -> copy deliverables -> Archive & Clean | ## Specs Reference - [specs/team-config.json](specs/team-config.json) — Team configuration and pipeline settings ## Error Handling | Scenario | Resolution | |----------|------------| | Unknown --role value | Error with role registry list | | Role file not found | Error with expected path (roles/{name}/role.md) | | Discussion loop stuck >5 rounds | Force synthesis, offer continuation | | CLI tool unavailable | Fallback chain: gemini -> codex -> manual analysis | | Explorer agent fails | Continue with available context, note limitation | | Fast-advance conflict | Coordinator reconciles on next callback | | Completion action fails | Default to Keep Active |