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Edward R. Gonzalez
2026-02-27 20:24:16 -05:00
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mma-orchestrator/SKILL.md
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@@ -26,12 +26,13 @@ If you run a test or command that fails with a significant error or large traceb
1. **DO NOT** analyze the raw logs in your own context window. 1. **DO NOT** analyze the raw logs in your own context window.
2. **DO** spawn a stateless Tier 4 agent to diagnose the failure. 2. **DO** spawn a stateless Tier 4 agent to diagnose the failure.
3. *Command:* `uv run python scripts/mma_exec.py --role tier4-qa "Analyze this failure and summarize the root cause: [LOG_DATA]"` 3. *Command:* `uv run python scripts/mma_exec.py --role tier4-qa "Analyze this failure and summarize the root cause: [LOG_DATA]"`
4. Avoid direct reads to files, use file summaries or ast skeletons for files if they are code and we have a tool for parsing them.
## 3. Persistent Tech Lead Memory (Tier 2) ## 3. Persistent Tech Lead Memory (Tier 2)
Unlike the stateless sub-agents (Tiers 3 & 4), the **Tier 2 Tech Lead** maintains persistent context throughout the implementation of a track. Do NOT apply "Context Amnesia" to your own session during track implementation. You are responsible for the continuity of the technical strategy. Unlike the stateless sub-agents (Tiers 3 & 4), the **Tier 2 Tech Lead** maintains persistent context throughout the implementation of a track. Do NOT apply "Context Amnesia" to your own session during track implementation. You are responsible for the continuity of the technical strategy.
## 4. AST Skeleton Views ## 4. AST Skeleton Views
To minimize context bloat for Tier 3, use "Skeleton Views" of dependencies (extracted via `mcp_client.py` or similar) instead of full file contents, unless the Tier 3 worker is explicitly modifying that specific file. To minimize context bloat for Tier 2 & 3, use "Skeleton Views" of dependencies (extracted via `mcp_client.py` or similar) instead of full file contents, unless the Tier 3 worker is explicitly modifying that specific file.
<examples> <examples>
### Example 1: Spawning a Tier 4 QA Agent ### Example 1: Spawning a Tier 4 QA Agent