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teknium1 975fd86dc4 fix: eliminate double LLM judge call and eval buffer pollution
evaluate() was calling _llm_judge twice per item (once via
compute_reward, once directly) — double the API cost for no benefit.
Now extracts correctness from compute_reward's buffer instead.

Also: compute_reward appends to training metric buffers during eval,
which would pollute wandb training charts. Now rolls back buffer
entries added during eval so training metrics stay clean.
2026-03-09 20:57:46 -07:00
.github ci: pin tests to Python 3.11 only 2026-03-05 07:55:01 -08:00
agent Merge: vision auto-detection fallback to local endpoints 2026-03-09 15:36:27 -07:00
assets Update banner image to new version 2026-02-25 11:53:44 -08:00
cron fix: Signal adapter parity pass — integration gaps, clawdbot features, env var simplification 2026-03-08 21:00:21 -07:00
datagen-config-examples feat: add WebResearchEnv RL environment for multi-step web research 2026-03-05 14:34:36 +00:00
environments fix: eliminate double LLM judge call and eval buffer pollution 2026-03-09 20:57:46 -07:00
gateway fix: gateway missing docker_volumes config bridge + list serialization bug 2026-03-09 17:24:00 -07:00
hermes_cli docs: document docker_volumes config for shared host directories 2026-03-09 15:29:34 -07:00
honcho_integration Merge PR #243: fix(honcho): auto-enable when API key is present 2026-03-02 05:13:33 -08:00
landingpage feat: add gateway setup wizard and update steps to landing page 2026-03-05 06:33:40 -08:00
mini-swe-agent@07aa6a7385 Update environment configuration and enhance terminal tool integration 2026-01-23 12:26:53 +00:00
optional-skills fix: correct agentmail skill — API key goes in config.yaml env block 2026-03-08 23:34:50 -07:00
scripts fix: first-time setup skips API key prompts + install.sh sudo on WSL 2026-03-08 21:59:39 -07:00
skills feat: find-nearby skill and Telegram location support 2026-03-09 05:31:10 -07:00
tests fix(security): prevent shell injection in tilde-username path expansion 2026-03-09 17:33:19 -07:00
tinker-atropos@65f084ee80 Add tinker-atropos submodule and update RL training tools 2026-02-04 10:36:01 -08:00
tools fix(security): prevent shell injection in tilde-username path expansion 2026-03-09 17:33:19 -07:00
website docs: document docker_volumes config for shared host directories 2026-03-09 15:29:34 -07:00
.env.example chore: remove all NOUS_API_KEY references 2026-03-08 17:45:38 -07:00
.gitignore chore: update .gitignore to include .worktrees directory 2026-03-08 03:01:46 -07:00
.gitmodules Add tinker-atropos submodule and update RL training tools 2026-02-04 10:36:01 -08:00
AGENTS.md docs: condense AGENTS.md from 927 to 242 lines 2026-03-08 21:33:10 -07:00
batch_runner.py feat: default reasoning effort from xhigh to medium 2026-03-07 10:14:19 -08:00
cli-config.yaml.example feat(mcp): add sampling support — server-initiated LLM requests (#753) 2026-03-09 03:37:38 -07:00
cli.py docs: document docker_volumes config for shared host directories 2026-03-09 15:29:34 -07:00
CONTRIBUTING.md docs: add session naming documentation across all doc files 2026-03-08 16:09:31 -07:00
hermes Add a claude code-like CLI 2026-01-31 06:30:48 +00:00
hermes_constants.py Cleanup time! 2026-02-20 23:23:32 -08:00
hermes_state.py fix: add title validation — sanitize, length limit, control char stripping 2026-03-08 15:54:51 -07:00
hermes_time.py fix(timezone): add timezone-aware clock across agent, cron, and execute_code 2026-03-03 18:23:40 +05:30
LICENSE fix: restore missing MIT license file 2026-03-07 13:43:08 -08:00
mini_swe_runner.py fix: allow Anthropic API URLs as custom OpenAI-compatible endpoints 2026-03-07 23:36:35 -08:00
model_tools.py fix: execute_code and delegate_task now respect disabled toolsets 2026-03-06 17:36:14 -08:00
package-lock.json chore: update package-lock.json with new dependencies and version upgrades 2026-02-21 00:32:26 -08:00
package.json chore: update agent-browser dependency and clean up stale daemon processes 2026-02-20 23:40:42 -08:00
pyproject.toml fix: add mcp to dev dependencies for test suite 2026-03-09 15:12:54 -07:00
README.md docs: add Signal messenger documentation across all doc surfaces 2026-03-08 20:42:04 -07:00
requirements.txt Cleanup time! 2026-02-20 23:23:32 -08:00
rl_cli.py fix: respect HERMES_HOME and add encoding fallback in rl_cli.py 2026-02-26 19:01:13 +11:00
run_agent.py fix: handle non-string content from OpenAI-compatible servers (#759) 2026-03-09 03:32:32 -07:00
setup-hermes.sh fix(setup): improve shell config detection for PATH setup 2026-03-03 14:39:46 +03:00
toolset_distributions.py Refactor BatchRunner and AIAgent for enhanced reasoning and tool management, improved tool definitions for fileops 2026-02-08 20:19:14 +00:00
toolsets.py fix: Signal adapter parity pass — integration gaps, clawdbot features, env var simplification 2026-03-08 21:00:21 -07:00
trajectory_compressor.py Add OpenRouter app attribution headers to skills_guard and trajectory_compressor 2026-03-08 14:23:18 -07:00
utils.py refactor: extract atomic_json_write helper, add 24 checkpoint tests 2026-03-06 05:50:12 -08:00
uv.lock merge: resolve conflict with main (add mcp + homeassistant extras) 2026-03-03 14:52:22 +03:00

Hermes Agent

Hermes Agent ⚕

Documentation Discord License: MIT Built by Nous Research

The self-improving AI agent built by Nous Research. It's the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, searches its own past conversations, and builds a deepening model of who you are across sessions. Run it on a $5 VPS, a GPU cluster, or serverless infrastructure that costs nearly nothing when idle. It's not tied to your laptop — talk to it from Telegram while it works on a cloud VM.

Use any model you want — Nous Portal, OpenRouter (200+ models), z.ai/GLM, Kimi/Moonshot, MiniMax, OpenAI, or your own endpoint. Switch with hermes model — no code changes, no lock-in.

A real terminal interfaceFull TUI with multiline editing, slash-command autocomplete, conversation history, interrupt-and-redirect, and streaming tool output.
Lives where you doTelegram, Discord, Slack, WhatsApp, Signal, and CLI — all from a single gateway process. Voice memo transcription, cross-platform conversation continuity.
A closed learning loopAgent-curated memory with periodic nudges. Autonomous skill creation after complex tasks. Skills self-improve during use. FTS5 session search with LLM summarization for cross-session recall. Honcho dialectic user modeling. Compatible with the agentskills.io open standard.
Scheduled automationsBuilt-in cron scheduler with delivery to any platform. Daily reports, nightly backups, weekly audits — all in natural language, running unattended.
Delegates and parallelizesSpawn isolated subagents for parallel workstreams. Write Python scripts that call tools via RPC, collapsing multi-step pipelines into zero-context-cost turns.
Runs anywhere, not just your laptopSix terminal backends — local, Docker, SSH, Daytona, Singularity, and Modal. Daytona and Modal offer serverless persistence — your agent's environment hibernates when idle and wakes on demand, costing nearly nothing between sessions. Run it on a $5 VPS or a GPU cluster.
Research-readyBatch trajectory generation, Atropos RL environments, trajectory compression for training the next generation of tool-calling models.

Quick Install

curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash

Works on Linux, macOS, and WSL2. The installer handles everything — Python, Node.js, dependencies, and the hermes command. No prerequisites except git.

Windows: Native Windows is not supported. Please install WSL2 and run the command above.

After installation:

source ~/.bashrc    # reload shell (or: source ~/.zshrc)
hermes setup        # configure your LLM provider
hermes              # start chatting!

Getting Started

hermes              # Interactive CLI — start a conversation
hermes model        # Switch provider or model
hermes setup        # Re-run the setup wizard
hermes gateway      # Start the messaging gateway (Telegram, Discord, etc.)
hermes update       # Update to the latest version
hermes doctor       # Diagnose any issues

📖 Full documentation →


Documentation

All documentation lives at hermes-agent.nousresearch.com/docs:

Section What's Covered
Quickstart Install → setup → first conversation in 2 minutes
CLI Usage Commands, keybindings, personalities, sessions
Configuration Config file, providers, models, all options
Messaging Gateway Telegram, Discord, Slack, WhatsApp, Signal, Home Assistant
Security Command approval, DM pairing, container isolation
Tools & Toolsets 40+ tools, toolset system, terminal backends
Skills System Procedural memory, Skills Hub, creating skills
Memory Persistent memory, user profiles, best practices
MCP Integration Connect any MCP server for extended capabilities
Cron Scheduling Scheduled tasks with platform delivery
Context Files Project context that shapes every conversation
Architecture Project structure, agent loop, key classes
Contributing Development setup, PR process, code style
CLI Reference All commands and flags
Environment Variables Complete env var reference

Contributing

We welcome contributions! See the Contributing Guide for development setup, code style, and PR process.

Quick start for contributors:

git clone --recurse-submodules https://github.com/NousResearch/hermes-agent.git
cd hermes-agent
curl -LsSf https://astral.sh/uv/install.sh | sh
uv venv .venv --python 3.11
source .venv/bin/activate
uv pip install -e ".[all,dev]"
uv pip install -e "./mini-swe-agent"
python -m pytest tests/ -q

Community


License

MIT — see LICENSE.

Built by Nous Research.