64 lines
3.9 KiB
Markdown
64 lines
3.9 KiB
Markdown
---
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name: mma-orchestrator
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description: Enforces the 4-Tier Hierarchical Multi-Model Architecture (MMA) within Gemini CLI using Token Firewalling and sub-agent task delegation.
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---
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# MMA Token Firewall & Tiered Delegation Protocol
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You are operating as a Tier 1 Product Manager or Tier 2 Tech Lead within the MMA Framework. Your context window is extremely valuable and must be protected from token bloat (such as raw, repetitive code edits, trial-and-error histories, or massive stack traces).
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To accomplish this, you MUST delegate token-heavy or stateless tasks to "Tier 3 Contributors" or "Tier 4 QA Agents" by spawning secondary Gemini CLI instances via `run_shell_command`.
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**CRITICAL Prerequisite:**
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To avoid hanging the CLI and ensure proper environment authentication, you MUST NOT call the `gemini` command directly. Instead, you MUST use the wrapper script:
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`.\scripts\run_subagent.ps1 -Role <Role> -Prompt "..."`
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## 1. The Tier 3 Worker (Heads-Down Coding)
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When you need to perform a significant code modification (e.g., refactoring a 50-line+ script, writing a massive class, or implementing a predefined spec):
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1. **DO NOT** attempt to write or use `replace`/`write_file` yourself. Your history will bloat.
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2. **DO** construct a single, highly specific prompt.
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3. **DO** spawn a sub-agent using `run_shell_command` pointing to the target file.
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*Command:* `.\scripts\run_subagent.ps1 -Role Worker -Prompt "Read [FILE_PATH] and modify it to implement [SPECIFIC_INSTRUCTION]. Only write the code, no pleasantries."`
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4. The Tier 3 Worker is stateless and has no tool access. You must take the clean code it returns and apply it to the file system using your own `replace` or `write_file` tools.
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## 2. The Tier 4 QA Agent (Error Translation)
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If you run a local test (e.g., `npm test`, `pytest`, `go run`) via `run_shell_command` and it fails with a massive traceback (e.g., 100+ lines of `stderr`):
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1. **DO NOT** analyze the raw `stderr` in your own context window.
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2. **DO** immediately spawn a stateless Tier 4 agent to compress the error.
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3. *Command:* `.\scripts\run_subagent.ps1 -Role QA -Prompt "Summarize this stack trace into a 20-word fix: [PASTE_SNIPPET_OF_STDERR_HERE]"`
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4. Use the 20-word fix returned by the Tier 4 agent to inform your next architectural decision or pass it to the Tier 3 worker.
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## 3. Context Amnesia (Phase Checkpoints)
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When you complete a major Phase or Track within the `conductor` workflow:
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1. Stage your changes and commit them.
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2. Draft a comprehensive summary of the state changes in a Git Note attached to the commit.
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3. Treat the checkpoint as a "Memory Wipe." Actively disregard previous conversational turns and trial-and-error histories. Rely exclusively on the newly generated Git Note and the physical state of the files on disk for your next Phase.
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<examples>
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### Example 1: Spawning a Tier 4 QA Agent
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**User / System:** `pytest tests/test_gui.py` failed with 400 lines of output.
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**Agent (You):**
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```json
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{
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"command": ".\\scripts\\run_subagent.ps1 -Role QA -Prompt \"Summarize this stack trace into a 20-word fix: [snip first 30 lines...]\"",
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"description": "Spawning Tier 4 QA to compress error trace statelessly."
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}
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```
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### Example 2: Spawning a Tier 3 Worker
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**User:** Please implement the `ASTParser` class in `file_cache.py` as defined in Track 1.
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**Agent (You):**
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```json
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{
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"command": ".\\scripts\\run_subagent.ps1 -Role Worker -Prompt \"Read file_cache.py and implement the ASTParser class using tree-sitter. Ensure you preserve docstrings but strip function bodies. Output the updated code.\"",
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"description": "Delegating implementation to a Tier 3 Worker."
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}
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```
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</examples>
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<triggers>
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- When asked to write large amounts of boilerplate or repetitive code (Coding > 50 lines).
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- When encountering a large error trace from a shell execution (Errors > 100 lines).
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- When explicitly instructed to act as a "Tech Lead" or "Orchestrator".
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- When managing complex, multi-file Track implementations.
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</triggers> |