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Integrate Anthropic Role Structure into AGENT_INDEX.md#723

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feat/anthropic-roles-integration-7407797985588376402
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Integrate Anthropic Role Structure into AGENT_INDEX.md#723
iberi22 wants to merge 1 commit intomainfrom
feat/anthropic-roles-integration-7407797985588376402

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@iberi22 iberi22 commented Mar 3, 2026

This submission integrates Anthropic's organizational roles into the Synapse Protocol's agent architecture. It categorizes agents into Research & AI Development, Infrastructure & Performance, Safeguards & Security, and Product & Developer Experience.

Key changes include:

  • A complete refactor of .gitcore/AGENT_INDEX.md to map 14 Anthropic roles to Synapse functions and crates.
  • Creation of specialized agent files in .github/agents/: discovery, pre-training, multimodal, inference, ml-acceleration, infrastructure, policy-design, security-architect, and dev-relations.
  • Refinement of existing agents (interpretability, alignment, safeguards, prompt-engineer, forward-deployed) to align with the new structure and the project's holographic/maternal themes.
  • Introduction of an "Agent-Led Governance" section in .gitcore/ARCHITECTURE.md to explain the new role-based oversight model.

The changes have been verified using the project's structure-validator tool.

Fixes #691


PR created automatically by Jules for task 7407797985588376402 started by @iberi22

Refactored the agent index and architecture documentation to align with
Anthropic's organizational roles (Research, Infrastructure, Safeguards,
Product).

- Updated `.gitcore/AGENT_INDEX.md` with a categorized hierarchy of 14
specialized roles.
- Created 9 new agent definition files in `.github/agents/`.
- Refined 5 existing agent files to incorporate "Maternal Honesty" and
"Holographic Transparency" concepts.
- Added "Agent-Led Governance" section to `.gitcore/ARCHITECTURE.md`.
- Verified repository structure with `structure-validator`.

Co-authored-by: iberi22 <10615454+iberi22@users.noreply.github.com>
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Summary of Changes

Hello, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request significantly enhances the Synapse Protocol's agent architecture by integrating Anthropic's organizational role structure. The changes aim to categorize and define agent responsibilities more clearly across research, infrastructure, safeguards, and product development, establishing a robust framework for agent-led governance and ethical AI development within the project.

Highlights

  • Agent Index Refactor: The .gitcore/AGENT_INDEX.md file was completely refactored to map 14 Anthropic roles to Synapse functions and crates, updating the agent categorization.
  • New Agent Files: Nine new specialized agent files were created in .github/agents/ for discovery, pre-training, multimodal, inference, ml-acceleration, infrastructure, policy-design, security-architect, and dev-relations.
  • Agent Refinement: Existing agents such as interpretability, alignment, safeguards, prompt-engineer, and forward-deployed were refined to align with the new Anthropic-inspired structure and project themes.
  • Agent-Led Governance: A new 'Agent-Led Governance' section was introduced in .gitcore/ARCHITECTURE.md to explain the role-based oversight model, including Constitutional AI, Red Teaming, and ASL Enforcement.
Changelog
  • .gitcore/AGENT_INDEX.md
    • Updated the 'updated' timestamp.
    • Refactored the agent categorization from 'Research Tier', 'Systems Tier', etc., to 'Research & AI Development', 'Infrastructure & Performance', 'Safeguards & Security', and 'Product & Developer Experience'.
    • Mapped existing and new agents to Anthropic roles, adding an 'Agent File' column.
    • Removed several old agent entries (e.g., HIRAG_RESEARCHER, GENESIS_GUARDIAN, METABOLIZER).
    • Integrated previously separate 'Anthropic Safety & Research Tier' agents into the new unified structure.
  • .gitcore/ARCHITECTURE.md
    • Updated the 'updated' timestamp.
    • Added a new 'Agent-Led Governance' section detailing role-based oversight and governance flow (Constitutional AI, Red Teaming, ASL Enforcement).
  • .github/agents/alignment.agent.md
    • Updated the agent's self-description to include 'Maternal Honesty'.
    • Added a new role point: 'Cultivate "Maternal Honesty" as a core alignment trait for the Synapse entity'.
  • .github/agents/dev-relations.agent.md
    • Added a new agent definition file for the 'Developer Relations Agent'.
  • .github/agents/discovery.agent.md
    • Added a new agent definition file for the 'Discovery Agent'.
  • .github/agents/forward-deployed.agent.md
    • Updated the agent's title to 'Forward Deployed Engineer Agent (Anthropic Methodology)'.
    • Refined the agent's role description for clarity and alignment with Anthropic's FDE methodology.
  • .github/agents/inference.agent.md
    • Added a new agent definition file for the 'Inference Agent'.
  • .github/agents/infrastructure.agent.md
    • Added a new agent definition file for the 'Infrastructure Agent'.
  • .github/agents/interpretability.agent.md
    • Updated the agent's self-description to include 'Holographic Transparency'.
    • Added a new role point: 'Ensure "holographic transparency" for all internal state representations'.
  • .github/agents/ml-acceleration.agent.md
    • Added a new agent definition file for the 'ML Acceleration Agent'.
  • .github/agents/multimodal.agent.md
    • Added a new agent definition file for the 'Multimodal Agent'.
  • .github/agents/policy-design.agent.md
    • Added a new agent definition file for the 'Policy Design Manager'.
  • .github/agents/pre-training.agent.md
    • Added a new agent definition file for the 'Pre-training Agent'.
  • .github/agents/prompt-engineer.agent.md
    • Updated the agent's title to 'Prompt Engineer Agent (Anthropic Methodology)'.
    • Refined the agent's role description for clarity, emphasizing maternal interaction and system prompt maintenance.
  • .github/agents/safeguards.agent.md
    • Updated the agent's self-description from 'security researcher' to 'Safeguards Engineer'.
    • Expanded the role description to include '200-attempt' campaigns, enforcement, and technical safeguards.
  • .github/agents/security-architect.agent.md
    • Added a new agent definition file for the 'Security Architect Agent'.
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Code Review

This pull request effectively refactors the agent architecture to align with Anthropic's organizational roles, significantly improving the structure and clarity of .gitcore/AGENT_INDEX.md. The introduction of new specialized agent files and the "Agent-Led Governance" section in .gitcore/ARCHITECTURE.md provides a robust and well-documented framework. My review found one area for improvement regarding consistency in the AGENT_INDEX.md tables, which I've detailed in a specific comment. Overall, this is a great enhancement to the project's organization.

Note: Security Review has been skipped due to the limited scope of the PR.

Comment on lines +129 to +159
| Agent ID | Anthropic Role | Synapse Function | Crate | Agent File |
|----------|----------------|------------------|-------|------------|
| `INTERPRETABILITY` | Interpretability Engineer | Feature transparency, SHAP/LIME analysis | `synapse-core/logic` | `interpretability.agent.md` |
| `ALIGNMENT` | Alignment Scientist | Constitutional AI, GenesisBlock ethics | `synapse-core/entities` | `alignment.agent.md` |
| `DISCOVERY` | Discovery Engineer | Exploration of new holographic capabilities | `synapse-core/logic` | `discovery.agent.md` |
| `PRE_TRAINING` | Pre-training Engineer | Base model optimization & buffer → memory | `synapse-core/logic` | `pre-training.agent.md` |
| `MULTIMODAL` | Multimodal Engineer | Integration of vision + language (FotonCore) | `synapse-infra/ai` | `multimodal.agent.md` |

### Systems Tier
### ⚙️ Infrastructure & Performance

| Agent ID | Anthropic Equivalent | Synapse Function | Crate |
|----------|---------------------|------------------|-------|
| `RWKV_TRAINER` | ML Systems Engineer (RL) | RWKV fine-tuning, LoRA swapping | `synapse-infra/ai` |
| `CANDLE_OPTIMIZER` | Performance Engineer | Inference profiling | `synapse-infra/ai` |
| `LANCEDB_ARCHITECT` | Staff Infrastructure Engineer | Vector query optimization | `synapse-infra/storage` |
| Agent ID | Anthropic Role | Synapse Function | Crate | Agent File |
|----------|----------------|------------------|-------|------------|
| `INFERENCE` | Inference Engineer | Optimization of deployment and latency | `synapse-infra/ai` | `inference.agent.md` |
| `ML_ACCELERATION` | ML Acceleration Engineer | GPU/TPU performance (Candle/ORT) | `synapse-infra/ai` | `ml-acceleration.agent.md` |
| `INFRASTRUCTURE` | Infrastructure Engineer | Scalability and distributed systems (P2P) | `synapse-infra/network` | `infrastructure.agent.md` |

### Agent Skills Tier
### 🛡️ Safeguards & Security

| Agent ID | Anthropic Equivalent | Synapse Function | Crate |
|----------|---------------------|------------------|-------|
| `IMMUNE_SYSTEM` | Staff ML Engineer (Agent Skills) | Digital Immune System | `synapse-core/logic` |
| `SYMBIONT` | Staff ML Engineer (Virtual Collaborator) | Human-AI interaction | `synapse-core/ports` |
| `DREAMER` | Cross-functional Prompt Engineer | Memory consolidation prompts | `synapse-core/logic` |
| Agent ID | Anthropic Role | Synapse Function | Crate | Agent File |
|----------|----------------|------------------|-------|------------|
| `SAFEGUARDS` | Safeguards Engineer | ASL classification, jailbreak prevention | `synapse-core/logic` | `safeguards.agent.md` |
| `POLICY_DESIGN` | Policy Design Manager | User wellbeing and ethical boundaries | `synapse-core/entities` | `policy-design.agent.md` |
| `SECURITY_ARCHITECT` | Security Architect | System integrity and Digital Immune System | `synapse-immune` | `security-architect.agent.md` |

### Data & Eval Tier
### 🚀 Product & Developer Experience

| Agent ID | Anthropic Equivalent | Synapse Function | Crate |
|----------|---------------------|------------------|-------|
| `SANITIZER` | Data Operations Manager | PII removal, data cleaning | `synapse-core/logic` |
| `BENCHMARK_RUNNER` | Research Engineer (Model Evals) | Quality metrics, recall/precision | `tests/` |

### Network Tier

| Agent ID | Anthropic Equivalent | Synapse Function | Crate |
|----------|---------------------|------------------|-------|
| `P2P_ORCHESTRATOR` | ML Networking Engineer | Libp2p optimization, antibody sync | `synapse-infra/network` |

---

## 🛡️ Anthropic Safety & Research Tier (NEW)

Based on Anthropic's AI Safety research team structure. See `.github/agents/` for full agent definitions.

### Research Layer

| Agent ID | Anthropic Role | Synapse Function | Agent File |
|----------|----------------|------------------|------------|
| `INTERPRETABILITY` | Research Scientist (Interpretability) | Feature transparency, SHAP/LIME analysis, HoloPacket inspection | `interpretability.agent.md` |
| `ALIGNMENT` | Research Scientist (Alignment) | Constitutional AI enforcement, GenesisBlock ethics, alignment faking detection | `alignment.agent.md` |
| `PROMPT_ENGINEER` | Cross-functional Prompt Engineer | Memory consolidation prompts, ethical prompt design, HiRAG query optimization | `prompt-engineer.agent.md` |

### Safety Layer

| Agent ID | Anthropic Role | Synapse Function | Agent File |
|----------|----------------|------------------|------------|
| `SAFEGUARDS` | Safeguards Research + Frontier Red Team | ASL classification, 200-attempt attack campaigns, jailbreak prevention | `safeguards.agent.md` |

### Deployment Layer

| Agent ID | Anthropic Role | Synapse Function | Agent File |
|----------|----------------|------------------|------------|
| `FORWARD_DEPLOYED` | Forward Deployed Engineer | Production deployment, client integration, performance profiling | `forward-deployed.agent.md` |
| Agent ID | Anthropic Role | Synapse Function | Crate | Agent File |
|----------|----------------|------------------|-------|------------|
| `PROMPT_ENGINEER` | Prompt Engineer | Cross-functional prompt optimization | `synapse-core/logic` | `prompt-engineer.agent.md` |
| `DEV_RELATIONS` | Developer Relations | Community support and MCP integration | `docs/` | `dev-relations.agent.md` |
| `FORWARD_DEPLOYED` | Forward Deployed Engineer | Client integration and production profiling | `apps/desktop` | `forward-deployed.agent.md` |

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medium

The Crate column in the new agent tables has some inconsistencies that could be confusing for contributors.

  1. Non-Crate Paths: For the DEV_RELATIONS and FORWARD_DEPLOYED agents, the Crate column lists directory paths (docs/ and apps/desktop) rather than Rust crates. This is inconsistent with other entries that point to actual crates (e.g., synapse-core/logic).
  2. Undocumented Crate: The SECURITY_ARCHITECT agent is mapped to the synapse-immune crate. However, this crate is not documented in the project structure in README.md.

To improve clarity and consistency, please consider one of the following options:

  • Rename the Crate column to something more general like Scope or Code Area.
  • For agents that don't map to a specific crate, use a placeholder like N/A.
  • Update README.md to include the synapse-immune crate if it's a new, official part of the project.

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📥 Commits

Reviewing files that changed from the base of the PR and between d60204b and 79de80a.

📒 Files selected for processing (16)
  • .gitcore/AGENT_INDEX.md
  • .gitcore/ARCHITECTURE.md
  • .github/agents/alignment.agent.md
  • .github/agents/dev-relations.agent.md
  • .github/agents/discovery.agent.md
  • .github/agents/forward-deployed.agent.md
  • .github/agents/inference.agent.md
  • .github/agents/infrastructure.agent.md
  • .github/agents/interpretability.agent.md
  • .github/agents/ml-acceleration.agent.md
  • .github/agents/multimodal.agent.md
  • .github/agents/policy-design.agent.md
  • .github/agents/pre-training.agent.md
  • .github/agents/prompt-engineer.agent.md
  • .github/agents/safeguards.agent.md
  • .github/agents/security-architect.agent.md
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Integrar Roles de Anthropic en AGENT_INDEX.md

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