mirror of
https://github.com/catlog22/Claude-Code-Workflow.git
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61ea9d47a6
- Added detailed constraints for the Coordinator role in the team UX improvement skill, emphasizing orchestration responsibilities and workflow management. - Updated test cases in DashboardToolbar, useIssues, and useWebSocket to improve reliability and clarity. - Introduced new tests for configStore and ignore patterns in Codex Lens to ensure proper functionality and configuration handling. - Enhanced smart search functionality with improved embedding selection logic and added tests for various scenarios. - Updated installation and usage documentation to reflect changes in directory structure and role specifications.
726 lines
31 KiB
Markdown
726 lines
31 KiB
Markdown
---
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name: team-brainstorm
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description: Multi-agent brainstorming pipeline with Generator-Critic loop. Generates ideas, challenges assumptions, synthesizes themes, and evaluates proposals. Supports Quick, Deep, and Full pipeline modes.
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argument-hint: "[-y|--yes] [-c|--concurrency N] [--continue] \"topic description\""
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allowed-tools: spawn_agents_on_csv, spawn_agent, wait, send_input, close_agent, Read, Write, Edit, Bash, Glob, Grep, AskUserQuestion
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---
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## Auto Mode
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When `--yes` or `-y`: Auto-confirm task decomposition, skip interactive validation, use defaults.
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# Team Brainstorm
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## Usage
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```bash
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$team-brainstorm "How should we approach microservices migration?"
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$team-brainstorm -c 4 "Innovation strategies for AI-powered developer tools"
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$team-brainstorm -y "Quick brainstorm on naming conventions"
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$team-brainstorm --continue "brs-microservices-20260308"
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```
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**Flags**:
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- `-y, --yes`: Skip all confirmations (auto mode)
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- `-c, --concurrency N`: Max concurrent agents within each wave (default: 3)
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- `--continue`: Resume existing session
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**Output Directory**: `.workflow/.csv-wave/{session-id}/`
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**Core Output**: `tasks.csv` (master state) + `results.csv` (final) + `discoveries.ndjson` (shared exploration) + `context.md` (human-readable report)
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---
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## Overview
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Multi-agent brainstorming with Generator-Critic loop: generate ideas across multiple angles, challenge assumptions, synthesize themes, and evaluate proposals. Supports three pipeline modes (Quick/Deep/Full) with configurable depth and parallel ideation.
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**Execution Model**: Hybrid — CSV wave pipeline (primary) + individual agent spawn (secondary for Generator-Critic control)
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```
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┌─────────────────────────────────────────────────────────────────────────┐
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│ TEAM BRAINSTORM WORKFLOW │
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├─────────────────────────────────────────────────────────────────────────┤
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│ │
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│ Phase 0: Pre-Wave Interactive │
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│ ├─ Topic clarification + complexity scoring │
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│ ├─ Pipeline mode selection (quick/deep/full) │
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│ └─ Output: refined requirements for decomposition │
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│ │
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│ Phase 1: Requirement → CSV + Classification │
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│ ├─ Parse topic into brainstorm tasks per selected pipeline │
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│ ├─ Assign roles: ideator, challenger, synthesizer, evaluator │
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│ ├─ Classify tasks: csv-wave | interactive (exec_mode) │
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│ ├─ Compute dependency waves (topological sort → depth grouping) │
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│ ├─ Generate tasks.csv with wave + exec_mode columns │
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│ └─ User validates task breakdown (skip if -y) │
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│ │
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│ Phase 2: Wave Execution Engine (Extended) │
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│ ├─ For each wave (1..N): │
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│ │ ├─ Execute pre-wave interactive tasks (if any) │
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│ │ ├─ Build wave CSV (filter csv-wave tasks for this wave) │
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│ │ ├─ Inject previous findings into prev_context column │
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│ │ ├─ spawn_agents_on_csv(wave CSV) │
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│ │ ├─ Execute post-wave interactive tasks (if any) │
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│ │ ├─ Merge all results into master tasks.csv │
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│ │ └─ Check: any failed? → skip dependents │
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│ └─ discoveries.ndjson shared across all modes (append-only) │
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│ │
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│ Phase 3: Post-Wave Interactive │
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│ ├─ Generator-Critic (GC) loop control │
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│ ├─ If critique severity >= HIGH: trigger revision wave │
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│ └─ Max 2 GC rounds, then force convergence │
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│ │
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│ Phase 4: Results Aggregation │
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│ ├─ Export final results.csv │
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│ ├─ Generate context.md with all findings │
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│ ├─ Display summary: completed/failed/skipped per wave │
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│ └─ Offer: view results | retry failed | done │
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│ │
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└─────────────────────────────────────────────────────────────────────────┘
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```
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---
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## Task Classification Rules
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Each task is classified by `exec_mode`:
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| exec_mode | Mechanism | Criteria |
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|-----------|-----------|----------|
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| `csv-wave` | `spawn_agents_on_csv` | One-shot, structured I/O, no multi-round interaction |
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| `interactive` | `spawn_agent`/`wait`/`send_input`/`close_agent` | Multi-round, clarification, inline utility |
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**Classification Decision**:
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| Task Property | Classification |
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|---------------|---------------|
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| Idea generation (single angle) | `csv-wave` |
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| Parallel ideation (Full pipeline, multiple angles) | `csv-wave` (parallel in same wave) |
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| Idea revision (GC loop) | `csv-wave` |
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| Critique / challenge | `csv-wave` |
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| Synthesis (theme extraction) | `csv-wave` |
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| Evaluation (scoring / ranking) | `csv-wave` |
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| GC loop control (severity check → decide revision or convergence) | `interactive` |
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| Topic clarification (Phase 0) | `interactive` |
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---
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## CSV Schema
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### tasks.csv (Master State)
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```csv
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id,title,description,role,angle,gc_round,deps,context_from,exec_mode,wave,status,findings,gc_signal,severity_summary,error
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"IDEA-001","Multi-angle idea generation","Generate 3+ ideas per angle with title, description, assumption, impact","ideator","Technical;Product;Innovation","0","","","csv-wave","1","pending","","","",""
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"CHALLENGE-001","Critique generated ideas","Challenge each idea across assumption, feasibility, risk, competition dimensions","challenger","","0","IDEA-001","IDEA-001","csv-wave","2","pending","","","",""
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"GC-CHECK-001","GC loop decision","Evaluate critique severity and decide: revision or convergence","gc-controller","","1","CHALLENGE-001","CHALLENGE-001","interactive","3","pending","","","",""
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```
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**Columns**:
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| Column | Phase | Description |
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|--------|-------|-------------|
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| `id` | Input | Unique task identifier (string) |
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| `title` | Input | Short task title |
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| `description` | Input | Detailed task description |
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| `role` | Input | Worker role: ideator, challenger, synthesizer, evaluator |
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| `angle` | Input | Brainstorming angle(s) for ideator tasks (semicolon-separated) |
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| `gc_round` | Input | Generator-Critic round number (0 = initial, 1+ = revision) |
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| `deps` | Input | Semicolon-separated dependency task IDs |
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| `context_from` | Input | Semicolon-separated task IDs whose findings this task needs |
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| `exec_mode` | Input | `csv-wave` or `interactive` |
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| `wave` | Computed | Wave number (computed by topological sort, 1-based) |
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| `status` | Output | `pending` → `completed` / `failed` / `skipped` |
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| `findings` | Output | Key discoveries or implementation notes (max 500 chars) |
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| `gc_signal` | Output | Generator-Critic signal: `REVISION_NEEDED` or `CONVERGED` (challenger only) |
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| `severity_summary` | Output | Severity count: e.g. "CRITICAL:1 HIGH:2 MEDIUM:3 LOW:1" |
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| `error` | Output | Error message if failed (empty if success) |
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### Per-Wave CSV (Temporary)
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Each wave generates a temporary `wave-{N}.csv` with extra `prev_context` column (csv-wave tasks only).
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---
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## Agent Registry (Interactive Agents)
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| Agent | Role File | Pattern | Responsibility | Position |
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|-------|-----------|---------|----------------|----------|
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| gc-controller | agents/gc-controller.md | 2.3 (wait-respond) | Evaluate critique severity, decide revision vs convergence | post-wave (after challenger wave) |
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| topic-clarifier | agents/topic-clarifier.md | 2.3 (wait-respond) | Clarify topic, assess complexity, select pipeline mode | standalone (Phase 0) |
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> **COMPACT PROTECTION**: Agent files are execution documents. When context compression occurs, **you MUST immediately `Read` the corresponding agent.md** to reload.
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---
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## Output Artifacts
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| File | Purpose | Lifecycle |
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|------|---------|-----------|
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| `tasks.csv` | Master state — all tasks with status/findings | Updated after each wave |
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| `wave-{N}.csv` | Per-wave input (temporary, csv-wave tasks only) | Created before wave, deleted after |
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| `results.csv` | Final export of all task results | Created in Phase 4 |
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| `discoveries.ndjson` | Shared exploration board (all agents, both modes) | Append-only, carries across waves |
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| `context.md` | Human-readable execution report | Created in Phase 4 |
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| `interactive/{id}-result.json` | Results from interactive tasks | Created per interactive task |
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---
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## Session Structure
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```
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.workflow/.csv-wave/{session-id}/
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├── tasks.csv # Master state (all tasks, both modes)
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├── results.csv # Final results export
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├── discoveries.ndjson # Shared discovery board (all agents)
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├── context.md # Human-readable report
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├── wave-{N}.csv # Temporary per-wave input (csv-wave only)
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└── interactive/ # Interactive task artifacts
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└── {id}-result.json # Per-task results
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```
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---
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## Implementation
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### Session Initialization
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```javascript
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const getUtc8ISOString = () => new Date(Date.now() + 8 * 60 * 60 * 1000).toISOString()
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// Parse flags
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const AUTO_YES = $ARGUMENTS.includes('--yes') || $ARGUMENTS.includes('-y')
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const continueMode = $ARGUMENTS.includes('--continue')
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const concurrencyMatch = $ARGUMENTS.match(/(?:--concurrency|-c)\s+(\d+)/)
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const maxConcurrency = concurrencyMatch ? parseInt(concurrencyMatch[1]) : 3
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// Clean requirement text (remove flags)
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const topic = $ARGUMENTS
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.replace(/--yes|-y|--continue|--concurrency\s+\d+|-c\s+\d+/g, '')
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.trim()
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const slug = topic.toLowerCase()
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.replace(/[^a-z0-9\u4e00-\u9fa5]+/g, '-')
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.substring(0, 40)
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const dateStr = getUtc8ISOString().substring(0, 10).replace(/-/g, '')
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let sessionId = `brs-${slug}-${dateStr}`
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let sessionFolder = `.workflow/.csv-wave/${sessionId}`
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// Continue mode: find existing session
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if (continueMode) {
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const existing = Bash(`ls -t .workflow/.csv-wave/brs-* 2>/dev/null | head -1`).trim()
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if (existing) {
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sessionId = existing.split('/').pop()
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sessionFolder = existing
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// Read existing tasks.csv, find incomplete waves, resume from Phase 2
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}
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}
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Bash(`mkdir -p ${sessionFolder}/interactive`)
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```
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---
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### Phase 0: Pre-Wave Interactive
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**Objective**: Clarify topic, assess complexity, and select pipeline mode.
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**Execution**:
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```javascript
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const clarifier = spawn_agent({
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message: `
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## TASK ASSIGNMENT
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### MANDATORY FIRST STEPS (Agent Execute)
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1. **Read role definition**: ~ or <project>/.codex/skills/team-brainstorm/agents/topic-clarifier.md (MUST read first)
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2. Read: .workflow/project-tech.json (if exists)
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---
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Goal: Clarify brainstorming topic and select pipeline mode
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Topic: ${topic}
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### Task
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1. Assess topic complexity using signal detection:
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- Strategic/systemic keywords (+3): strategy, architecture, system, framework, paradigm
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- Multi-dimensional keywords (+2): multiple, compare, tradeoff, versus, alternative
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- Innovation-focused keywords (+2): innovative, creative, novel, breakthrough
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- Simple/basic keywords (-2): simple, quick, straightforward, basic
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2. Score >= 4 → full, 2-3 → deep, 0-1 → quick
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3. Suggest divergence angles (e.g., Technical, Product, Innovation, Risk)
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4. Return structured result
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`
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})
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const clarifierResult = wait({ ids: [clarifier], timeout_ms: 120000 })
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if (clarifierResult.timed_out) {
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send_input({ id: clarifier, message: "Please finalize and output current findings." })
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const retry = wait({ ids: [clarifier], timeout_ms: 60000 })
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}
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// Parse result for pipeline_mode, angles
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close_agent({ id: clarifier })
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// Store result
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Write(`${sessionFolder}/interactive/topic-clarifier-result.json`, JSON.stringify({
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task_id: "topic-clarification",
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status: "completed",
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pipeline_mode: parsedMode, // "quick" | "deep" | "full"
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angles: parsedAngles, // ["Technical", "Product", "Innovation", "Risk"]
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complexity_score: parsedScore,
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timestamp: getUtc8ISOString()
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}))
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```
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If not AUTO_YES, present user with pipeline mode selection for confirmation:
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```javascript
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if (!AUTO_YES) {
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const answer = AskUserQuestion({
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questions: [{
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question: `Topic: "${topic}"\nRecommended pipeline: ${pipeline_mode} (complexity: ${complexity_score})\nAngles: ${angles.join(', ')}\n\nApprove?`,
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header: "Pipeline Selection",
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multiSelect: false,
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options: [
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{ label: "Approve", description: `Use ${pipeline_mode} pipeline` },
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{ label: "Quick", description: "3 tasks: generate → challenge → synthesize" },
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{ label: "Deep", description: "6 tasks: generate → challenge → revise → re-challenge → synthesize → evaluate" },
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{ label: "Full", description: "7 tasks: 3x parallel generation → challenge → revise → synthesize → evaluate" }
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]
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}]
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})
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// Update pipeline_mode based on user choice
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}
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```
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**Success Criteria**:
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- Refined requirements available for Phase 1 decomposition
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- Interactive agents closed, results stored
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---
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### Phase 1: Requirement → CSV + Classification
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**Objective**: Build tasks.csv from selected pipeline mode with proper wave assignments.
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**Decomposition Rules**:
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| Pipeline | Tasks | Wave Structure |
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|----------|-------|---------------|
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| quick | IDEA-001 → CHALLENGE-001 → SYNTH-001 | 3 waves, serial |
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| deep | IDEA-001 → CHALLENGE-001 → IDEA-002 → CHALLENGE-002 → SYNTH-001 → EVAL-001 | 6 waves, serial with GC loop |
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| full | IDEA-001,002,003 (parallel) → CHALLENGE-001 → IDEA-004 → SYNTH-001 → EVAL-001 | 5 waves, fan-out + GC |
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**Classification Rules**:
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All brainstorm work tasks (ideation, challenging, synthesis, evaluation) are `csv-wave`. The GC loop controller between challenger and next ideation revision is `interactive` (post-wave, spawned by orchestrator to decide the GC outcome).
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**Wave Computation**: Kahn's BFS topological sort with depth tracking (csv-wave tasks only).
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**User Validation**: Display task breakdown with wave + exec_mode assignment (skip if AUTO_YES).
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**Pipeline Task Definitions**:
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#### Quick Pipeline (3 csv-wave tasks)
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| Task ID | Role | Wave | Deps | Description |
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|---------|------|------|------|-------------|
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| IDEA-001 | ideator | 1 | (none) | Generate multi-angle ideas: 3+ ideas per angle with title, description, assumption, impact |
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| CHALLENGE-001 | challenger | 2 | IDEA-001 | Challenge each idea across 4 dimensions (assumption, feasibility, risk, competition). Assign severity per idea. Output GC signal |
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| SYNTH-001 | synthesizer | 3 | CHALLENGE-001 | Synthesize ideas and critiques into 1-3 integrated proposals with feasibility and innovation scores |
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#### Deep Pipeline (6 csv-wave tasks + 1 interactive GC check)
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Same as Quick plus:
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| Task ID | Role | Wave | Deps | Description |
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|---------|------|------|------|-------------|
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| IDEA-002 | ideator | 4 | CHALLENGE-001 | Revise ideas based on critique feedback (GC Round 1). Address HIGH/CRITICAL challenges |
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| CHALLENGE-002 | challenger | 5 | IDEA-002 | Validate revised ideas (GC Round 2). Re-evaluate previously challenged ideas |
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| SYNTH-001 | synthesizer | 6 | CHALLENGE-002 | Synthesize all ideas and critiques |
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| EVAL-001 | evaluator | 7 | SYNTH-001 | Score and rank proposals: Feasibility 30%, Innovation 25%, Impact 25%, Cost 20% |
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GC-CHECK-001 (interactive) runs post-wave after CHALLENGE-001 to decide whether to proceed with revision or skip to synthesis.
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#### Full Pipeline (7 csv-wave tasks + GC control)
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| Task ID | Role | Wave | Deps | Description |
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|---------|------|------|------|-------------|
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| IDEA-001 | ideator | 1 | (none) | Generate ideas from angle 1 |
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| IDEA-002 | ideator | 1 | (none) | Generate ideas from angle 2 |
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| IDEA-003 | ideator | 1 | (none) | Generate ideas from angle 3 |
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| CHALLENGE-001 | challenger | 2 | IDEA-001;IDEA-002;IDEA-003 | Critique all generated ideas |
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| IDEA-004 | ideator | 3 | CHALLENGE-001 | Revise ideas based on critique |
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| SYNTH-001 | synthesizer | 4 | IDEA-004 | Synthesize all ideas and critiques |
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| EVAL-001 | evaluator | 5 | SYNTH-001 | Score and rank proposals |
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**Success Criteria**:
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- tasks.csv created with valid schema, wave, and exec_mode assignments
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- No circular dependencies
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- User approved (or AUTO_YES)
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---
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### Phase 2: Wave Execution Engine (Extended)
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**Objective**: Execute tasks wave-by-wave with hybrid mechanism support and cross-wave context propagation.
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```javascript
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const failedIds = new Set()
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const skippedIds = new Set()
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const MAX_GC_ROUNDS = 2
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let gcRound = 0
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for (let wave = 1; wave <= maxWave; wave++) {
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console.log(`\n## Wave ${wave}/${maxWave}\n`)
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// 1. Read current master CSV
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const masterCsv = parseCsv(Read(`${sessionFolder}/tasks.csv`))
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// 2. Separate csv-wave and interactive tasks for this wave
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const waveTasks = masterCsv.filter(row => parseInt(row.wave) === wave)
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const csvTasks = waveTasks.filter(t => t.exec_mode === 'csv-wave')
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const interactiveTasks = waveTasks.filter(t => t.exec_mode === 'interactive')
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// 3. Skip tasks whose deps failed
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const executableCsvTasks = []
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for (const task of csvTasks) {
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const deps = task.deps.split(';').filter(Boolean)
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if (deps.some(d => failedIds.has(d) || skippedIds.has(d))) {
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skippedIds.add(task.id)
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updateMasterCsvRow(sessionFolder, task.id, {
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status: 'skipped',
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error: 'Dependency failed or skipped'
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})
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continue
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}
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executableCsvTasks.push(task)
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}
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// 4. Build prev_context for each csv-wave task
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for (const task of executableCsvTasks) {
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const contextIds = task.context_from.split(';').filter(Boolean)
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const prevFindings = contextIds
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.map(id => {
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const prevRow = masterCsv.find(r => r.id === id)
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if (prevRow && prevRow.status === 'completed' && prevRow.findings) {
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return `[Task ${id}: ${prevRow.title}] ${prevRow.findings}`
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}
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return null
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})
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.filter(Boolean)
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.join('\n')
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task.prev_context = prevFindings || 'No previous context available'
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}
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// 5. Write wave CSV and execute csv-wave tasks
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if (executableCsvTasks.length > 0) {
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const waveHeader = 'id,title,description,role,angle,gc_round,deps,context_from,exec_mode,wave,prev_context'
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const waveRows = executableCsvTasks.map(t =>
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[t.id, t.title, t.description, t.role, t.angle, t.gc_round, t.deps, t.context_from, t.exec_mode, t.wave, t.prev_context]
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.map(cell => `"${String(cell).replace(/"/g, '""')}"`)
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|
.join(',')
|
|
)
|
|
Write(`${sessionFolder}/wave-${wave}.csv`, [waveHeader, ...waveRows].join('\n'))
|
|
|
|
const waveResult = spawn_agents_on_csv({
|
|
csv_path: `${sessionFolder}/wave-${wave}.csv`,
|
|
id_column: "id",
|
|
instruction: buildBrainstormInstruction(sessionFolder, wave),
|
|
max_concurrency: maxConcurrency,
|
|
max_runtime_seconds: 600,
|
|
output_csv_path: `${sessionFolder}/wave-${wave}-results.csv`,
|
|
output_schema: {
|
|
type: "object",
|
|
properties: {
|
|
id: { type: "string" },
|
|
status: { type: "string", enum: ["completed", "failed"] },
|
|
findings: { type: "string" },
|
|
gc_signal: { type: "string" },
|
|
severity_summary: { type: "string" },
|
|
error: { type: "string" }
|
|
},
|
|
required: ["id", "status", "findings"]
|
|
}
|
|
})
|
|
// Blocks until wave completes
|
|
|
|
// Merge results into master CSV
|
|
const waveResults = parseCsv(Read(`${sessionFolder}/wave-${wave}-results.csv`))
|
|
for (const result of waveResults) {
|
|
updateMasterCsvRow(sessionFolder, result.id, {
|
|
status: result.status,
|
|
findings: result.findings || '',
|
|
gc_signal: result.gc_signal || '',
|
|
severity_summary: result.severity_summary || '',
|
|
error: result.error || ''
|
|
})
|
|
if (result.status === 'failed') failedIds.add(result.id)
|
|
}
|
|
|
|
Bash(`rm -f "${sessionFolder}/wave-${wave}.csv"`)
|
|
}
|
|
|
|
// 6. Execute post-wave interactive tasks (GC controller)
|
|
for (const task of interactiveTasks) {
|
|
if (task.status !== 'pending') continue
|
|
const deps = task.deps.split(';').filter(Boolean)
|
|
if (deps.some(d => failedIds.has(d) || skippedIds.has(d))) {
|
|
skippedIds.add(task.id)
|
|
continue
|
|
}
|
|
|
|
// Spawn GC controller agent
|
|
const gcAgent = spawn_agent({
|
|
message: `
|
|
## TASK ASSIGNMENT
|
|
|
|
### MANDATORY FIRST STEPS (Agent Execute)
|
|
1. **Read role definition**: ~ or <project>/.codex/skills/team-brainstorm/agents/gc-controller.md (MUST read first)
|
|
2. Read: ${sessionFolder}/discoveries.ndjson (shared discoveries)
|
|
|
|
---
|
|
|
|
Goal: Evaluate critique severity and decide revision vs convergence
|
|
Session: ${sessionFolder}
|
|
GC Round: ${gcRound}
|
|
Max GC Rounds: ${MAX_GC_ROUNDS}
|
|
|
|
### Context
|
|
Read the latest critique file and determine the GC signal.
|
|
If REVISION_NEEDED and gcRound < maxRounds: output "REVISION"
|
|
If CONVERGED or gcRound >= maxRounds: output "CONVERGE"
|
|
`
|
|
})
|
|
|
|
const gcResult = wait({ ids: [gcAgent], timeout_ms: 120000 })
|
|
if (gcResult.timed_out) {
|
|
send_input({ id: gcAgent, message: "Please finalize your decision now." })
|
|
wait({ ids: [gcAgent], timeout_ms: 60000 })
|
|
}
|
|
close_agent({ id: gcAgent })
|
|
|
|
// Parse GC decision and potentially create/skip revision tasks
|
|
Write(`${sessionFolder}/interactive/${task.id}-result.json`, JSON.stringify({
|
|
task_id: task.id, status: "completed",
|
|
gc_decision: gcDecision, gc_round: gcRound,
|
|
timestamp: getUtc8ISOString()
|
|
}))
|
|
|
|
if (gcDecision === "CONVERGE") {
|
|
// Skip remaining GC tasks, mark revision tasks as skipped
|
|
// Unblock SYNTH directly
|
|
} else {
|
|
gcRound++
|
|
// Let the revision wave proceed naturally
|
|
}
|
|
|
|
updateMasterCsvRow(sessionFolder, task.id, { status: 'completed', findings: `GC decision: ${gcDecision}` })
|
|
}
|
|
}
|
|
```
|
|
|
|
**Success Criteria**:
|
|
- All waves executed in order
|
|
- Both csv-wave and interactive tasks handled per wave
|
|
- Each wave's results merged into master CSV before next wave starts
|
|
- Dependent tasks skipped when predecessor failed
|
|
- discoveries.ndjson accumulated across all waves and mechanisms
|
|
- GC loop controlled with max 2 rounds
|
|
|
|
---
|
|
|
|
### Phase 3: Post-Wave Interactive
|
|
|
|
**Objective**: Handle any final GC loop convergence and prepare for synthesis.
|
|
|
|
If the pipeline used GC loops and the final GC decision was CONVERGE or max rounds reached, ensure SYNTH-001 is unblocked and all remaining GC-related tasks are properly marked.
|
|
|
|
**Success Criteria**:
|
|
- Post-wave interactive processing complete
|
|
- Interactive agents closed, results stored
|
|
|
|
---
|
|
|
|
### Phase 4: Results Aggregation
|
|
|
|
**Objective**: Generate final results and human-readable report.
|
|
|
|
```javascript
|
|
const masterCsv = Read(`${sessionFolder}/tasks.csv`)
|
|
Write(`${sessionFolder}/results.csv`, masterCsv)
|
|
|
|
const tasks = parseCsv(masterCsv)
|
|
const completed = tasks.filter(t => t.status === 'completed')
|
|
const failed = tasks.filter(t => t.status === 'failed')
|
|
const skipped = tasks.filter(t => t.status === 'skipped')
|
|
|
|
const contextContent = `# Team Brainstorm Report
|
|
|
|
**Session**: ${sessionId}
|
|
**Topic**: ${topic}
|
|
**Pipeline**: ${pipeline_mode}
|
|
**Completed**: ${getUtc8ISOString()}
|
|
|
|
---
|
|
|
|
## Summary
|
|
|
|
| Metric | Count |
|
|
|--------|-------|
|
|
| Total Tasks | ${tasks.length} |
|
|
| Completed | ${completed.length} |
|
|
| Failed | ${failed.length} |
|
|
| Skipped | ${skipped.length} |
|
|
| GC Rounds | ${gcRound} |
|
|
|
|
---
|
|
|
|
## Wave Execution
|
|
|
|
${waveDetails}
|
|
|
|
---
|
|
|
|
## Task Details
|
|
|
|
${taskDetails}
|
|
|
|
---
|
|
|
|
## Brainstorm Artifacts
|
|
|
|
- Ideas: discoveries with type "idea" in discoveries.ndjson
|
|
- Critiques: discoveries with type "critique" in discoveries.ndjson
|
|
- Synthesis: discoveries with type "synthesis" in discoveries.ndjson
|
|
- Evaluation: discoveries with type "evaluation" in discoveries.ndjson
|
|
`
|
|
|
|
Write(`${sessionFolder}/context.md`, contextContent)
|
|
```
|
|
|
|
If not AUTO_YES and there are failed tasks, offer retry or view report.
|
|
|
|
**Success Criteria**:
|
|
- results.csv exported (all tasks, both modes)
|
|
- context.md generated
|
|
- All interactive agents closed
|
|
- Summary displayed to user
|
|
|
|
---
|
|
|
|
## Shared Discovery Board Protocol
|
|
|
|
All agents across all waves share `discoveries.ndjson`. This enables cross-role knowledge sharing.
|
|
|
|
**Discovery Types**:
|
|
|
|
| Type | Dedup Key | Data Schema | Description |
|
|
|------|-----------|-------------|-------------|
|
|
| `idea` | `data.title` | `{title, angle, description, assumption, impact}` | Generated idea |
|
|
| `critique` | `data.idea_title` | `{idea_title, dimension, severity, challenge, rationale}` | Critique of an idea |
|
|
| `theme` | `data.name` | `{name, strength, supporting_ideas[]}` | Extracted theme from synthesis |
|
|
| `proposal` | `data.title` | `{title, source_ideas[], feasibility, innovation, description}` | Integrated proposal |
|
|
| `evaluation` | `data.proposal_title` | `{proposal_title, weighted_score, rank, recommendation}` | Proposal evaluation |
|
|
| `gc_decision` | `data.round` | `{round, signal, severity_counts}` | GC loop decision |
|
|
|
|
**Format**: NDJSON, each line is self-contained JSON:
|
|
|
|
```jsonl
|
|
{"ts":"2026-03-08T10:00:00+08:00","worker":"IDEA-001","type":"idea","data":{"title":"API Gateway Pattern","angle":"Technical","description":"Centralized API gateway for microservice routing","assumption":"Services need unified entry point","impact":"Simplifies client integration"}}
|
|
{"ts":"2026-03-08T10:05:00+08:00","worker":"CHALLENGE-001","type":"critique","data":{"idea_title":"API Gateway Pattern","dimension":"feasibility","severity":"MEDIUM","challenge":"Single point of failure","rationale":"Requires high availability design"}}
|
|
```
|
|
|
|
**Protocol Rules**:
|
|
1. Read board before own work → leverage existing context
|
|
2. Write discoveries immediately via `echo >>` → don't batch
|
|
3. Deduplicate — check existing entries by type + dedup key
|
|
4. Append-only — never modify or delete existing lines
|
|
|
|
---
|
|
|
|
## Consensus Severity Routing
|
|
|
|
When the challenger returns critique results with severity-graded verdicts:
|
|
|
|
| Severity | Action |
|
|
|----------|--------|
|
|
| HIGH | Trigger revision round (GC loop), max 2 rounds total |
|
|
| MEDIUM | Log warning, continue pipeline |
|
|
| LOW | Treat as consensus reached |
|
|
|
|
**Constraints**: Max 2 GC rounds (revision cycles). If still HIGH after 2 rounds, force convergence to synthesizer.
|
|
|
|
---
|
|
|
|
## Error Handling
|
|
|
|
| Error | Resolution |
|
|
|-------|------------|
|
|
| Circular dependency | Detect in wave computation, abort with error message |
|
|
| CSV agent timeout | Mark as failed in results, continue with wave |
|
|
| CSV agent failed | Mark as failed, skip dependent tasks in later waves |
|
|
| Interactive agent timeout | Urge convergence via send_input, then close if still timed out |
|
|
| Interactive agent failed | Mark as failed, skip dependents |
|
|
| All agents in wave failed | Log error, offer retry or abort |
|
|
| CSV parse error | Validate CSV format before execution, show line number |
|
|
| discoveries.ndjson corrupt | Ignore malformed lines, continue with valid entries |
|
|
| GC loop exceeds 2 rounds | Force convergence to synthesizer |
|
|
| No ideas generated | Report failure, suggest refining topic |
|
|
| Continue mode: no session found | List available sessions, prompt user to select |
|
|
|
|
---
|
|
|
|
## Core Rules
|
|
|
|
1. **Start Immediately**: First action is session initialization, then Phase 0/1
|
|
2. **Wave Order is Sacred**: Never execute wave N before wave N-1 completes and results are merged
|
|
3. **CSV is Source of Truth**: Master tasks.csv holds all state (both csv-wave and interactive)
|
|
4. **CSV First**: Default to csv-wave for tasks; only use interactive when interaction pattern requires it
|
|
5. **Context Propagation**: prev_context built from master CSV, not from memory
|
|
6. **Discovery Board is Append-Only**: Never clear, modify, or recreate discoveries.ndjson — both mechanisms share it
|
|
7. **Skip on Failure**: If a dependency failed, skip the dependent task (regardless of mechanism)
|
|
8. **Lifecycle Balance**: Every spawn_agent MUST have a matching close_agent
|
|
9. **Cleanup Temp Files**: Remove wave-{N}.csv after results are merged
|
|
10. **DO NOT STOP**: Continuous execution until all waves complete or all remaining tasks are skipped
|
|
|
|
|
|
---
|
|
|
|
## Coordinator Role Constraints (Main Agent)
|
|
|
|
**CRITICAL**: The coordinator (main agent executing this skill) is responsible for **orchestration only**, NOT implementation.
|
|
|
|
15. **Coordinator Does NOT Execute Code**: The main agent MUST NOT write, modify, or implement any code directly. All implementation work is delegated to spawned team agents. The coordinator only:
|
|
- Spawns agents with task assignments
|
|
- Waits for agent callbacks
|
|
- Merges results and coordinates workflow
|
|
- Manages workflow transitions between phases
|
|
|
|
16. **Patient Waiting is Mandatory**: Agent execution takes significant time (typically 10-30 minutes per phase, sometimes longer). The coordinator MUST:
|
|
- Wait patiently for `wait()` calls to complete
|
|
- NOT skip workflow steps due to perceived delays
|
|
- NOT assume agents have failed just because they're taking time
|
|
- Trust the timeout mechanisms defined in the skill
|
|
|
|
17. **Use send_input for Clarification**: When agents need guidance or appear stuck, the coordinator MUST:
|
|
- Use `send_input()` to ask questions or provide clarification
|
|
- NOT skip the agent or move to next phase prematurely
|
|
- Give agents opportunity to respond before escalating
|
|
- Example: `send_input({ id: agent_id, message: "Please provide status update or clarify blockers" })`
|
|
|
|
18. **No Workflow Shortcuts**: The coordinator MUST NOT:
|
|
- Skip phases or stages defined in the workflow
|
|
- Bypass required approval or review steps
|
|
- Execute dependent tasks before prerequisites complete
|
|
- Assume task completion without explicit agent callback
|
|
- Make up or fabricate agent results
|
|
|
|
19. **Respect Long-Running Processes**: This is a complex multi-agent workflow that requires patience:
|
|
- Total execution time may range from 30-90 minutes or longer
|
|
- Each phase may take 10-30 minutes depending on complexity
|
|
- The coordinator must remain active and attentive throughout the entire process
|
|
- Do not terminate or skip steps due to time concerns
|