mirror of
https://github.com/catlog22/Claude-Code-Workflow.git
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- Added new benchmark result files: compare_2026-02-09_score_fast3.json and compare_2026-02-09_score_fast4.json. - Implemented KeepAliveLspBridge to maintain a persistent LSP connection across multiple queries, improving performance. - Created unit tests for staged clustering strategies in test_staged_stage3_fast_strategies.py, ensuring correct behavior of score and dir_rr strategies.
14 KiB
14 KiB
Phase 2: Agent Execution (Parallel)
Spawn four specialized agents in parallel and wait for all to complete with timeout handling.
Objective
- Spawn RA, EP, CD, VAS agents simultaneously using Codex subagent pattern
- Pass cycle context, role references, and discovery protocol to each agent
- Wait for all agents with configurable timeout
- Handle timeout with convergence request
- Output: agentOutputs from all 4 agents
Shared Discovery Board
All agents share a discovery board at {progressDir}/coordination/discoveries.ndjson. Each agent reads it on start and writes discoveries during execution. This eliminates redundant codebase exploration across agents.
Agent reads board → skips covered areas → explores unknowns → writes new findings → other agents benefit
Discovery Protocol Snippet (injected into every agent prompt)
## SHARED DISCOVERY PROTOCOL
Board: ${progressDir}/coordination/discoveries.ndjson
**On Start**: Read board (if exists; if not, skip — you'll be the first writer).
Skip exploration for areas already covered.
**During Work**: Append discoveries as NDJSON entries via Bash `echo '...' >> discoveries.ndjson`.
**Format**: {"ts":"<ISO8601>","agent":"<role>","type":"<type>","data":{<required fields>}}
**Cross-iteration**: Board persists across iterations. Never clear it.
**You Write** (dedup key in parentheses):
- `<type>` (<dedup key>) → required data: <field1>, <field2>, ...
**You Read**: <comma-separated list of types from other agents>
**Rules**: Read before explore. Write via `echo >>`. Dedup by type+key. Append-only.
Agent Role References
Each agent reads its detailed role definition at execution time:
| Agent | Role File | Main Output |
|---|---|---|
| RA | roles/requirements-analyst.md | requirements.md |
| EP | roles/exploration-planner.md | exploration.md, architecture.md, plan.json |
| CD | roles/code-developer.md | implementation.md |
| VAS | roles/validation-archivist.md | summary.md |
Execution
Step 2.1: Spawn RA Agent (Requirements Analyst)
function spawnRAAgent(cycleId, state, progressDir) {
// Build source references section from prep-package
const sourceRefsSection = (state.source_refs && state.source_refs.length > 0)
? `## REQUIREMENT SOURCE DOCUMENTS
Read these original requirement documents BEFORE analyzing the task:
${state.source_refs
.filter(r => r.status === 'verified' || r.status === 'linked')
.map((r, i) => {
if (r.type === 'local_file' || r.type === 'auto_detected') {
return `${i + 1}. **Read**: ${r.path} (${r.type})`
} else if (r.type === 'url') {
return `${i + 1}. **Reference URL**: ${r.path} (fetch if accessible)`
}
return ''
}).join('\n')}
Use these documents as the primary source of truth for requirements analysis.
Cross-reference the task description against these documents for completeness.
`
: ''
// Build focus directive from prep-package
const focusDirective = getAgentFocusDirective('ra', state)
return spawn_agent({
message: `
## TASK ASSIGNMENT
### MANDATORY FIRST STEPS (Agent Execute)
1. **Read role definition**: ~/.codex/agents/requirements-analyst.md
2. Read: ${projectRoot}/.workflow/project-tech.json (if exists)
3. Read: ${projectRoot}/.workflow/project-guidelines.json (if exists)
4. Read: ${projectRoot}/.workflow/.cycle/${cycleId}.progress/coordination/feedback.md (if exists)
---
## SHARED DISCOVERY PROTOCOL
Board: ${progressDir}/coordination/discoveries.ndjson
**On Start**: Read board (if exists; if not, skip — you'll be the first writer). Skip exploration for areas already covered.
**During Work**: Append discoveries as NDJSON entries via Bash \`echo '...' >> discoveries.ndjson\`.
**Format**: {"ts":"<ISO8601>","agent":"ra","type":"<type>","data":{<see required fields>}}
**Cross-iteration**: Board persists across iterations. Never clear it.
**You Write** (dedup key in parentheses):
- \`tech_stack\` (singleton) → required data: language, framework, test, build
- \`project_config\` (data.path) → required data: path, key_deps[], scripts{}
- \`existing_feature\` (data.name) → required data: name, files[], summary
**You Read**: architecture, similar_impl, test_baseline, blocker
**Rules**: Read before explore. Write via \`echo >> \`. Dedup by type+key. Append-only.
---
${sourceRefsSection}
## CYCLE CONTEXT
- **Cycle ID**: ${cycleId}
- **Progress Dir**: ${progressDir}/ra/
- **Current Iteration**: ${state.current_iteration}
- **Task Description**: ${state.description}
## CURRENT REQUIREMENTS STATE
${state.requirements ? JSON.stringify(state.requirements, null, 2) : 'No previous requirements'}
## YOUR ROLE
Requirements Analyst - Analyze and refine requirements throughout the cycle.
## RESPONSIBILITIES
1. Analyze initial task description
2. Generate comprehensive requirements specification
3. Identify edge cases and implicit requirements
4. Track requirement changes across iterations
5. Maintain requirements.md and changes.log
6. **Share discoveries** to coordination/discoveries.ndjson
${focusDirective}
## DELIVERABLES
Write files to ${progressDir}/ra/:
- requirements.md: Full requirements specification
- edge-cases.md: Edge case analysis
- changes.log: NDJSON format change tracking
## OUTPUT FORMAT
\`\`\`
PHASE_RESULT:
- phase: ra
- status: success | failed
- files_written: [list]
- summary: one-line summary
- issues: []
\`\`\`
`
})
}
Step 2.2: Spawn EP Agent (Exploration & Planning)
function spawnEPAgent(cycleId, state, progressDir) {
return spawn_agent({
message: `
## TASK ASSIGNMENT
### MANDATORY FIRST STEPS (Agent Execute)
1. **Read role definition**: ~/.codex/agents/exploration-planner.md
2. Read: ${projectRoot}/.workflow/project-tech.json
3. Read: ${projectRoot}/.workflow/project-guidelines.json
4. Read: ${progressDir}/ra/requirements.md
---
## SHARED DISCOVERY PROTOCOL
Board: ${progressDir}/coordination/discoveries.ndjson
**On Start**: Read board (if exists; if not, skip — you'll be the first writer). Skip exploration for areas already covered.
**During Work**: Append discoveries as NDJSON entries via Bash \`echo '...' >> discoveries.ndjson\`.
**Format**: {"ts":"<ISO8601>","agent":"ep","type":"<type>","data":{<see required fields>}}
**Cross-iteration**: Board persists across iterations. Never clear it.
**You Write** (dedup key in parentheses):
- \`architecture\` (singleton) → required data: pattern, layers[], entry
- \`code_pattern\` (data.name) → required data: name, description, example_file
- \`integration_point\` (data.file) → required data: file, description, exports[]
- \`similar_impl\` (data.feature) → required data: feature, files[], relevance
**You Read**: tech_stack, project_config, existing_feature, test_command, test_baseline
**Rules**: Read before explore. Write via \`echo >> \`. Dedup by type+key. Append-only.
---
## CYCLE CONTEXT
- **Cycle ID**: ${cycleId}
- **Progress Dir**: ${progressDir}/ep/
- **Requirements**: See requirements.md
- **Current Plan**: ${state.plan ? 'Existing' : 'None - first iteration'}
## YOUR ROLE
Exploration & Planning Agent - Explore architecture and generate implementation plan.
## RESPONSIBILITIES
1. Explore codebase architecture
2. Map integration points
3. Design implementation approach
4. Generate plan.json with task breakdown
5. Update or iterate on existing plan
6. **Share discoveries** to coordination/discoveries.ndjson
## DELIVERABLES
Write files to ${progressDir}/ep/:
- exploration.md: Codebase exploration findings
- architecture.md: Architecture design
- plan.json: Implementation plan (structured)
## OUTPUT FORMAT
\`\`\`
PHASE_RESULT:
- phase: ep
- status: success | failed
- files_written: [list]
- summary: one-line summary
- plan_version: X.Y.Z
\`\`\`
`
})
}
Step 2.3: Spawn CD Agent (Code Developer)
function spawnCDAgent(cycleId, state, progressDir) {
return spawn_agent({
message: `
## TASK ASSIGNMENT
### MANDATORY FIRST STEPS (Agent Execute)
1. **Read role definition**: ~/.codex/agents/code-developer.md
2. Read: ${progressDir}/ep/plan.json
3. Read: ${progressDir}/ra/requirements.md
---
## SHARED DISCOVERY PROTOCOL
Board: ${progressDir}/coordination/discoveries.ndjson
**On Start**: Read board (if exists; if not, skip — you'll be the first writer). Skip exploration for areas already covered.
**During Work**: Append discoveries as NDJSON entries via Bash \`echo '...' >> discoveries.ndjson\`.
**Format**: {"ts":"<ISO8601>","agent":"cd","type":"<type>","data":{<see required fields>}}
**Cross-iteration**: Board persists across iterations. Never clear it.
**You Write** (dedup key in parentheses):
- \`code_convention\` (singleton) → required data: naming, imports, formatting
- \`utility\` (data.name) → required data: name, file, usage
- \`test_command\` (singleton) → required data: unit, integration(opt), coverage(opt)
- \`blocker\` (data.issue) → required data: issue, severity, impact
**You Read**: tech_stack, architecture, code_pattern, integration_point, similar_impl, test_baseline, test_command
**Rules**: Read before explore. Write via \`echo >> \`. Dedup by type+key. Append-only.
---
## CYCLE CONTEXT
- **Cycle ID**: ${cycleId}
- **Progress Dir**: ${progressDir}/cd/
- **Plan Version**: ${state.plan?.version || 'N/A'}
- **Previous Changes**: ${state.changes?.length || 0} files
## YOUR ROLE
Code Developer - Implement features based on plan and requirements.
## RESPONSIBILITIES
1. Implement features from plan
2. Track code changes
3. Handle integration issues
4. Maintain code quality
5. Report implementation progress and issues
6. **Share discoveries** to coordination/discoveries.ndjson
## DELIVERABLES
Write files to ${progressDir}/cd/:
- implementation.md: Implementation progress and decisions
- changes.log: NDJSON format, each line: {file, action, timestamp}
- issues.md: Development issues and blockers
## OUTPUT FORMAT
\`\`\`
PHASE_RESULT:
- phase: cd
- status: success | failed | partial
- files_changed: [count]
- summary: one-line summary
- blockers: []
\`\`\`
`
})
}
Step 2.4: Spawn VAS Agent (Validation & Archival)
function spawnVASAgent(cycleId, state, progressDir) {
return spawn_agent({
message: `
## TASK ASSIGNMENT
### MANDATORY FIRST STEPS (Agent Execute)
1. **Read role definition**: ~/.codex/agents/validation-archivist.md
2. Read: ${progressDir}/cd/changes.log
---
## SHARED DISCOVERY PROTOCOL
Board: ${progressDir}/coordination/discoveries.ndjson
**On Start**: Read board (if exists; if not, skip — you'll be the first writer). Skip exploration for areas already covered.
**During Work**: Append discoveries as NDJSON entries via Bash \`echo '...' >> discoveries.ndjson\`.
**Format**: {"ts":"<ISO8601>","agent":"vas","type":"<type>","data":{<see required fields>}}
**Cross-iteration**: Board persists across iterations. Never clear it.
**You Write** (dedup key in parentheses):
- \`test_baseline\` (singleton) → required data: total, passing, coverage_pct, framework, config
- \`test_pattern\` (singleton) → required data: style, naming, fixtures
- \`test_command\` (singleton) → required data: unit, e2e(opt), coverage(opt)
- \`blocker\` (data.issue) → required data: issue, severity, impact
**You Read**: tech_stack, architecture, code_pattern, code_convention, test_command, utility, integration_point
**Rules**: Read before explore. Write via \`echo >> \`. Dedup by type+key. Append-only.
---
## CYCLE CONTEXT
- **Cycle ID**: ${cycleId}
- **Progress Dir**: ${progressDir}/vas/
- **Changes Count**: ${state.changes?.length || 0}
- **Iteration**: ${state.current_iteration}
## YOUR ROLE
Validation & Archival Specialist - Validate quality and create documentation.
## RESPONSIBILITIES
1. Run tests on implemented features
2. Generate coverage reports
3. Create archival documentation
4. Summarize cycle results
5. Generate version history
6. **Share discoveries** to coordination/discoveries.ndjson
## DELIVERABLES
Write files to ${progressDir}/vas/:
- validation.md: Test validation results
- test-results.json: Detailed test results
- coverage.md: Coverage report
- summary.md: Cycle summary and recommendations
## OUTPUT FORMAT
\`\`\`
PHASE_RESULT:
- phase: vas
- status: success | failed
- test_pass_rate: X%
- coverage: X%
- issues: []
\`\`\`
`
})
}
Step 2.5: Launch All Agents & Wait
// Spawn all 4 agents in parallel
console.log('Spawning agents...')
const agents = {
ra: spawnRAAgent(cycleId, state, progressDir),
ep: spawnEPAgent(cycleId, state, progressDir),
cd: spawnCDAgent(cycleId, state, progressDir),
vas: spawnVASAgent(cycleId, state, progressDir)
}
// Wait for all agents to complete
console.log('Waiting for all agents...')
const results = wait({
ids: [agents.ra, agents.ep, agents.cd, agents.vas],
timeout_ms: 1800000 // 30 minutes
})
Step 2.6: Timeout Handling
if (results.timed_out) {
console.log('Some agents timed out, sending convergence request...')
Object.entries(agents).forEach(([name, id]) => {
if (!results.status[id].completed) {
send_input({
id: id,
message: `
## TIMEOUT NOTIFICATION
Execution timeout reached. Please:
1. Output current progress to markdown file
2. Save all state updates
3. Return completion status
`
})
}
})
}
Output
- Variable:
agents- Map of agent names to agent IDs - Variable:
results- Wait results with completion status for each agent - Variable:
agentOutputs- Collected outputs from all 4 agents - TodoWrite: Mark Phase 2 completed, Phase 3 in_progress
Next Phase
Return to main flow, then auto-continue to Phase 3: Result Aggregation & Iteration.