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AINL + Hermes Agent Skills Pack

This folder is the Hermes Agent companion skill pack for AINL.

Package: ainativelang v1.8.0 (this tree; PyPI after publish — docs/RELEASING.md). Optional extras: [mcp], [solana].

Token economics (reproducible): docs/CLAIMS_AND_EVIDENCE.md · BENCHMARK.md.

Gold standard integration:

  • AINL compiles AI-authored workflows into deterministic graphs (canonical IR).
  • Hermes Agent runs a closed learning loop (skill evolution) on top of stable tool surfaces.
  • A small bidirectional bridge lets you feed AINL execution/audit tapes into Hermes memory, and export Hermes-evolved behavior back into .ainl for strict validation.

Quick usage

  1. Install and register AINL MCP for Hermes:
ainl install-mcp --host hermes
  1. Then say in Hermes:

Import the morning briefing using AINL

Hermes should discover the AINL MCP server and the installed AINL skill pack under ~/.hermes/skills/.

ArmaraOS A2A bridge (optional)

To expose an ArmaraOS-compatible A2A listener under ~/.hermes (Agent Card + tasks/send + HTTP message:send), run:

chmod +x install_armaraos_a2a_bridge.sh
./install_armaraos_a2a_bridge.sh

Then start ~/.hermes/skills/ainl/armaraos-a2a-bridge/run-bridge.sh and point ArmaraOS at ~/.hermes/a2a.json (written by the installer). See armaraos-a2a-bridge/README.md.

What this pack installs

  • A Hermes skill folder under ~/.hermes/skills/ainl/ containing:
    • SKILL.md — Hermes-facing skill instructions and install hints
    • example_ainl_to_hermes_skill.ainl — small deterministic example workflow
    • ainl_hermes_bridge.py — utility bridge (AINL trajectories ↔ Hermes memory / evolved skill export)

Install

From this directory:

chmod +x install.sh
./install.sh

You can pass ainl install-mcp flags through:

./install.sh --dry-run
./install.sh --verbose

Files

File Role
SKILL.md Skill manifest + Hermes-facing agent instructions
install.sh Idempotent installer for ~/.hermes/skills/ainl/ (and optional MCP bootstrap)
ainl_hermes_bridge.py Bridge helper for trajectories and export
example_ainl_to_hermes_skill.ainl Minimal strict-safe workflow sample

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