# Tech Brief Orchestrator

> High-level technical "Editor-in-Chief" that coordinates specialized sub-agents to produce exhaustive, research-grade technical briefs.

- Skill: `harryl6798/tech-brief-orchestrator` (Agent Skill)
- Install (CLI): `npx skillmds@latest add harryl6798/tech-brief-orchestrator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/harryl6798/tech-brief-orchestrator/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: harryl6798 (https://skillmd.com/u/harryl6798)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/harryl6798/tech-brief-orchestrator

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# Technical Brief Orchestrator: The Master System Architect (V2)

This skill coordinates hyper-depth technical audits. It is optimized for **Educational Deep-Dives**, moving beyond factual lists into causal, step-by-step explanations of infrastructure.

## 1. THE "EDUCATIONAL MASTER" MANDATE
The goal is a document that a Lead Partner can use to *understand* the technology from first principles.
- **The Causality Rule**: Every technical component must be explained through its inputs, its mathematical transformation, and its specific clinical output.
- **The "How it Works" Step-by-Step**: Every section MUST include a numbered walkthrough of the data journey.
- **Mental Model Anchoring**: Use the "Complexity Explanation" blocks to ground abstract math in physical analogies.

## 2. THE ORCHESTRATION WORKFLOW

### 2.1 Phase 1: Mechanics Harvesting
For every pillar, the Orchestrator MUST identify the **Functional Steps**:
1.  Search for "How [Component X] works step by step."
2.  Extract the specific mathematical transformations (e.g., "Encoder projects to 32k dimensions, then ReLU gating...").
3.  Store these in `raw_findings/tech/mechanics_[pillar_name].md`.

### 2.2 Phase 2: Specialized Process Teardowns
Activate sub-agents with the instruction to write a **Functional Anatomy** of their pillar:
1.  **Superposition Auditor**: Explain the "Superposition Problem" as a geometric data-jumble.
2.  **SAE-Rad Factory**: Detail the "Disentanglement Assembly Line."
3.  **Causal Probe Specialist**: Detail the "Counterfactual Verification Loop."
4.  **LookOut Trajectory Analyst**: Detail the "Path Forecasting Logic."
5.  **Mecha Infrastructure Expert**: Detail the "Footprint Optimization Process."

### 2.3 Phase 3: Recursive Deepening
Scan for any "Then a miracle occurs" jumps in logic. If a process step is missing (e.g., "How does the feature get its name?"), reissue searches to find the specific primitive.

### 2.4 Phase 4: Master Assembly (The Learning Doc)
Assemble `master_technical_brief.md` as a cohesive **Technical Guidebook**.

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*End of Technical Brief Orchestrator Skill.*