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refactor: orchestrator pre-selects features for all agents
Replace agent-initiated feature selection with orchestrator pre-selection for both coding and testing agents. This ensures Mission Control displays correct feature numbers for testing agents (previously showed "Feature #0"). Key changes: MCP Server (mcp_server/feature_mcp.py): - Add feature_get_by_id tool for agents to fetch assigned feature details - Remove obsolete tools: feature_get_next, feature_claim_next, feature_claim_for_testing, feature_get_for_regression - Remove helper functions and unused imports (text, OperationalError, func) Orchestrator (parallel_orchestrator.py): - Change running_testing_agents from list to dict[int, Popen] - Add claim_feature_for_testing() with random selection - Add release_testing_claim() method - Pass --testing-feature-id to spawned testing agents - Use unified [Feature #X] output format for both agent types Agent Entry Points: - autonomous_agent_demo.py: Add --testing-feature-id CLI argument - agent.py: Pass testing_feature_id to get_testing_prompt() Prompt Templates: - coding_prompt.template.md: Update to use feature_get_by_id - testing_prompt.template.md: Update workflow for pre-assigned features - prompts.py: Update pre-claimed headers for both agent types WebSocket (server/websocket.py): - Simplify tracking with unified [Feature #X] pattern - Remove testing-specific parsing code Assistant (server/services/assistant_chat_session.py): - Update help text with current available tools Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -29,9 +29,6 @@ Then use MCP tools to check feature status:
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```
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# 6. Get progress statistics (passing/total counts)
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Use the feature_get_stats tool
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# 7. Get the next feature to work on
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Use the feature_get_next tool
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```
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Understanding the `app_spec.txt` is critical - it contains the full requirements
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@@ -48,7 +45,7 @@ chmod +x init.sh
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Otherwise, start servers manually and document the process.
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### STEP 3: CHOOSE ONE FEATURE TO IMPLEMENT
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### STEP 3: GET YOUR ASSIGNED FEATURE
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#### TEST-DRIVEN DEVELOPMENT MINDSET (CRITICAL)
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@@ -63,19 +60,16 @@ Features are **test cases** that drive development. This is test-driven developm
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- WRONG: "Flashcard page doesn't exist yet" → skip feature
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- RIGHT: "Flashcard page doesn't exist yet" → build flashcard page → implement filter → test feature
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Get the next feature to implement:
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**Note:** Your feature has been pre-assigned by the orchestrator. Use `feature_get_by_id` with your assigned feature ID to get the details.
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Once you've retrieved the feature, **mark it as in-progress** (if not already):
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```
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# Get the highest-priority pending feature
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Use the feature_get_next tool
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# Mark feature as in-progress
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Use the feature_mark_in_progress tool with feature_id={your_assigned_id}
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```
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Once you've retrieved the feature, **immediately mark it as in-progress**:
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```
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# Mark feature as in-progress to prevent other sessions from working on it
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Use the feature_mark_in_progress tool with feature_id=42
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```
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If you get "already in-progress" error, that's OK - continue with implementation.
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Focus on completing one feature perfectly and completing its testing steps in this session before moving on to other features.
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It's ok if you only complete one feature in this session, as there will be more sessions later that continue to make progress.
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@@ -337,10 +331,10 @@ The feature tools exist to reduce token usage. **DO NOT make exploratory queries
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# 1. Get progress stats (passing/in_progress/total counts)
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feature_get_stats
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# 2. Get the NEXT feature to work on (one feature only)
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feature_get_next
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# 2. Get your assigned feature details
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feature_get_by_id with feature_id={your_assigned_id}
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# 3. Mark a feature as in-progress (call immediately after feature_get_next)
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# 3. Mark a feature as in-progress
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feature_mark_in_progress with feature_id={id}
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# 4. Mark a feature as passing (after verification)
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@@ -349,7 +343,7 @@ feature_mark_passing with feature_id={id}
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# 5. Mark a feature as failing (if you discover it's broken)
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feature_mark_failing with feature_id={id}
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# 6. Skip a feature (moves to end of queue) - ONLY when blocked by dependency
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# 6. Skip a feature (moves to end of queue) - ONLY when blocked by external dependency
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feature_skip with feature_id={id}
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# 7. Clear in-progress status (when abandoning a feature)
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@@ -361,8 +355,9 @@ feature_clear_in_progress with feature_id={id}
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- Do NOT try to fetch lists of all features
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- Do NOT query features by category
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- Do NOT list all pending features
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- Your feature is pre-assigned by the orchestrator - use `feature_get_by_id` to get details
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**You do NOT need to see all features.** The feature_get_next tool tells you exactly what to work on. Trust it.
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**You do NOT need to see all features.** Work on your assigned feature only.
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---
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