template-repo

🥈Silver

Template for agent orchestration and security. Enables agent2agent workflows, mechanistic interpretability, and integration via DLL injection and CLI wrappers. Benefits operations teams managing AI agents.

117250Updated 1w ago

Intermediate30min to implementautomation

Saves ~180 min per use

Quick InstallView Source

git clone https://github.com/AndrewAltimit/template-repo.git

Works with:

Claude

Overview

About This Skill

How to Use

1. **Set Up Dependencies:** Clone template-repo and install dependencies: `pip install -r requirements.txt` and `git submodule update --init`. Ensure Python 3.10+ and Docker (for DLL injection testing) are installed. 2. **Configure Agent2Agent:** Edit `config/agent_communication.yaml` to specify protocols (e.g., gRPC, REST) and ports. Use `template-repo/scripts/test_communication.py` to validate connectivity. 3. **Inject Security Modules:** Place DLLs in `security_modules/` and update `config/security_policies.json` to whitelist modules. Test with `template-repo/scripts/inject_dll.py --agent agent_b --module auth_check.dll`. 4. **Enable Mechanistic Interpretability:** Enable logging in `config/interpretability.json` and run `template-repo/scripts/generate_interpretability_report.py --agent agent_c --output report.json`. 5. **Deploy CLI Wrappers:** Symlink wrappers to `/usr/local/bin/` (e.g., `ln -s template-repo/wrappers/process_query /usr/local/bin/process_query`). Use `--help` flags to verify functionality.

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/AndrewAltimit/template-repo

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

Design a secure agent orchestration workflow for [AGENT_TYPE] using template-repo. Include steps for: 1) Setting up agent2agent communication via [PROTOCOL], 2) Implementing mechanistic interpretability checks for [AGENT_BEHAVIOR], 3) Integrating security policies via DLL injection for [SECURITY_MODULE], and 4) Exposing CLI wrappers for [OPERATIONS_TASK]. Provide a diagram of the workflow architecture.

Example Output

### Secure Agent Orchestration Workflow for Customer Support Agent

**Workflow Architecture:**
```
[Customer Query] → [CLI Wrapper: 'process_query'] → [Agent A: Intent Recognition]
    ↓
[Agent B: Security Validator (DLL Injection: 'auth_check.dll')]
    ↓
[Agent C: Knowledge Retrieval (Mechanistic Interpretability: 'retrieval_analysis.json')]
    ↓
[Agent D: Response Generation] → [CLI Wrapper: 'format_response'] → [Customer]
```

**Detailed Steps:**
1. **Agent2Agent Communication:** Configured using gRPC (port 50051) with TLS encryption. Agent A (intent recognition) sends structured JSON to Agent B (security validator) via bidirectional streaming.

2. **Mechanistic Interpretability:** Agent C logs retrieval patterns to `retrieval_analysis.json`. A weekly report highlights that 12% of queries trigger the 'high_risk' flag due to ambiguous intent, prompting a retraining cycle for Agent A.

3. **Security Integration:** The `auth_check.dll` module is injected into Agent B’s process space. It validates user permissions against Active Directory and blocks 8% of queries from unregistered devices (e.g., query from 'device-123' rejected with error code 403).

4. **CLI Wrappers:** The `process_query` CLI accepts `--priority high` flags and routes to Agent A’s queue. The `format_response` CLI enforces output sanitization (e.g., removes profanity via regex) and logs response time metrics.

**Security Policies Enforced:**
- All inter-agent traffic encrypted (AES-256).
- DLL injection restricted to whitelisted modules (e.g., `auth_check.dll`, `rate_limiter.dll`).
- CLI wrappers log all inputs/outputs to `/var/log/agent_orchestrator/audit.log`.