thebrightnest/hermes-advisor-skill/hermes-advisor

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Advisor and systems architecture engine for building applications, workflows, tools, and clients with Hermes Agent. Uses a self-contained hybrid RAG engine over 660+ verified community projects, 480+ skills/plugins, and architectural patterns to brainstorm high-leverage ideas, recommend proven technical stacks, and generate complete build blueprints.

Install

npx vskill@latest install thebrightnest/hermes-advisor-skill/hermes-advisor

SKILL.md

Hermes Agent Idea & Systems Architecture Advisor (hermes-advisor)

This skill equips agents with deep domain intelligence across 660+ verified Hermes Agent projects, 480+ community plugins, and architectural patterns mined from the official Nous Research community archives (May 10 – August 18, 2026).


🎯 When to Use This Skill

Activate this skill whenever the user:

  • Asks for ideas, use cases, or project architectures to build with Hermes Agent (e.g., "How can I build a tool for memory persistence?", "Give me ideas for a terminal client or smart home integration").
  • Asks for architecture or tech stack recommendations for an AI agent system (e.g., "What memory layer should I use?", "How should I structure an MCP tool server?").
  • Inquires about existing community plugins, skills, or tools (e.g., "Is there a skill for Telegram/WhatsApp?", "What tools exist for tool schema slimming or prompt injection defense?").
  • Asks about engineering economics, token efficiency, or local vs. cloud inference for agent applications.

🚀 How to Execute the RAG Workflow

The skill is 100% self-contained and includes its own bundled SQLite database and scripts in scripts/.

Step 1: Run the RAG Query Engine

Execute the bundled Python search script to find top matching precedent cases and plugins:

bash
# General search:
python3 scripts/query_knowledge.py "<user query>" --limit 5
# Filter for projects with verified GitHub repositories:
python3 scripts/query_knowledge.py "<user query>" --has-repo --limit 5
# Or for structured JSON:
python3 scripts/query_knowledge.py "<user query>" --limit 5 --format json
Step 2: (Optional) Generate a Quick Systems Architecture Blueprint via CLI
bash
python3 scripts/advisor_cli.py "<domain or user topic>"
Step 3: Consult Reference Guides in references/

📋 Standard Output Format: "Hermes Systems Architecture Blueprint"

When advising the user on an idea or architecture, synthesize your response into the following structured format focusing on how the project brings value and its technical implementation:

markdown
### 🏛️ Hermes Agent Systems Architecture Blueprint: [Project / Concept Name]
> **Domain:** [1 of 11 Taxonomy Categories] | **Ecosystem Role:** [Architectural Function]
#### 🎯 1. Core Value Proposition & Problem Solved
-**Value Unlocked:** [How this project delivers practical value and workflows to users/builders]
-**Friction Addressed:** [Exact technical or workflow bottleneck solved]
#### 💡 2. Recommended Hermes Architecture & Tech Stack
-**Reasoning Model:** Hermes 3 (8B / 70B via local GGUF/vLLM or OpenRouter/Nous API)
-**Memory & Context:** [e.g., Observational memory sidecar, SQLite BM25 retrieval, tool schema trimmer]
-**Tooling & Protocols:** [e.g., Model Context Protocol (MCP) servers, sandboxed execution]
-**Client & Interface:** [e.g., Rust/Ratatui TUI, WebUI dashboard, IDE integration]
#### 🏆 3. Verified Community Precedents & Code Proofs
-**[Project Name](Canonical GitHub URL):** [Author, real features built, and community discussion context]
-**Matching Community Plugins:** [Installed skills / MCP bridges to reuse from the 487-plugin index]
#### ⚡ 4. Engineering & Operational Economics
-**Token Budgeting:** [Schema trimming, token caching, prompt compression strategies]
-**Inference Profile:** [Local quantized GGUF (zero marginal cost) vs. cloud API streaming]
#### 🚀 5. Day-1 MVP Implementation Roadmap
-**Step 1:** [Config & System Prompt schemas in SOUL.md]
-**Step 2:** [MCP / Tool connectors]
-**Step 3:** [Memory & Context integration]
-**Step 4:** [Client frontend & benchmark validation]

Security

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Source

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