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Teknium e9c3317158
fix: improve Kimi model selection — auto-detect endpoint, add missing models (#1039)
* fix: /reasoning command output ordering, display, and inline think extraction

Three issues with the /reasoning command:

1. Output interleaving: The command echo used print() while feedback
   used _cprint(), causing them to render out-of-order under
   prompt_toolkit's patch_stdout. Changed echo to use _cprint() so
   all output renders through the same path in correct order.

2. Reasoning display not working: /reasoning show toggled a flag
   but reasoning never appeared for models that embed thinking in
   inline <think> blocks rather than structured API fields. Added
   fallback extraction in _build_assistant_message to capture
   <think> block content as reasoning when no structured reasoning
   fields (reasoning, reasoning_content, reasoning_details) are
   present. This feeds into both the reasoning callback (during
   tool loops) and the post-response reasoning box display.

3. Feedback clarity: Added checkmarks to confirm actions, persisted
   show/hide to config (was session-only before), and aligned the
   status display for readability.

Tests: 7 new tests for inline think block extraction (41 total).

* feat: add /reasoning command to gateway (Telegram/Discord/etc)

The /reasoning command only existed in the CLI — messaging platforms
had no way to view or change reasoning settings. This adds:

1. /reasoning command handler in the gateway:
   - No args: shows current effort level and display state
   - /reasoning <level>: sets reasoning effort (none/low/medium/high/xhigh)
   - /reasoning show|hide: toggles reasoning display in responses
   - All changes saved to config.yaml immediately

2. Reasoning display in gateway responses:
   - When show_reasoning is enabled, prepends a 'Reasoning' block
     with the model's last_reasoning content before the response
   - Collapses long reasoning (>15 lines) to keep messages readable
   - Uses last_reasoning from run_conversation result dict

3. Plumbing:
   - Added _show_reasoning attribute loaded from config at startup
   - Propagated last_reasoning through _run_agent return dict
   - Added /reasoning to help text and known_commands set
   - Uses getattr for _show_reasoning to handle test stubs

* fix: improve Kimi model selection — auto-detect endpoint, add missing models

Kimi Coding Plan setup:
- New dedicated _model_flow_kimi() replaces the generic API-key flow
  for kimi-coding. Removes the confusing 'Base URL' prompt entirely —
  the endpoint is auto-detected from the API key prefix:
    sk-kimi-* → api.kimi.com/coding/v1 (Kimi Coding Plan)
    other     → api.moonshot.ai/v1 (legacy Moonshot)

- Shows appropriate models for each endpoint:
    Coding Plan: kimi-for-coding, kimi-k2.5, kimi-k2-thinking, kimi-k2-thinking-turbo
    Moonshot:    full model catalog

- Clears any stale KIMI_BASE_URL override so runtime auto-detection
  via _resolve_kimi_base_url() works correctly.

Model catalog updates:
- Added kimi-for-coding (primary Coding Plan model) and kimi-k2-thinking-turbo
  to models.py, main.py _PROVIDER_MODELS, and model_metadata.py context windows.

- Updated User-Agent from KimiCLI/1.0 to KimiCLI/1.3 (Kimi's coding
  endpoint whitelists known coding agents via User-Agent sniffing).
2026-03-12 05:58:48 -07:00
.github test: parallelize test suite with pytest-xdist 2026-03-09 20:47:34 -05:00
.plans Merge PR #724: feat: --yolo flag to bypass all approval prompts 2026-03-10 20:56:30 -07:00
agent fix: improve Kimi model selection — auto-detect endpoint, add missing models (#1039) 2026-03-12 05:58:48 -07:00
assets Update banner image to new version 2026-02-25 11:53:44 -08:00
cron merge: resolve conflicts with origin/main 2026-03-12 00:29:04 -07:00
datagen-config-examples feat: add WebResearchEnv RL environment for multi-step web research 2026-03-05 14:34:36 +00:00
docs/skins docs: comprehensive skin/theme system documentation 2026-03-10 00:51:27 -07:00
environments fix: guard all atroposlib imports for CI without atropos installed 2026-03-11 06:52:55 -07:00
gateway fix: /reasoning command — add gateway support, fix display, persist settings (#1031) 2026-03-12 05:38:19 -07:00
hermes_cli fix: improve Kimi model selection — auto-detect endpoint, add missing models (#1039) 2026-03-12 05:58:48 -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 proper favicon and logo for landing page and docs site 2026-03-10 05:51:45 -07:00
mini-swe-agent@07aa6a7385 Update environment configuration and enhance terminal tool integration 2026-01-23 12:26:53 +00:00
optional-skills feat: expand OpenClaw migration to cover all platform channels, provider keys, model/TTS config, shared skills, and daily memory 2026-03-10 00:35:14 -07:00
plans Merge PR #724: feat: --yolo flag to bypass all approval prompts 2026-03-10 20:56:30 -07:00
scripts feat: add versioning infrastructure and release script 2026-03-12 01:35:47 -07:00
skills docs: conditional skill activation — tag duckduckgo-search as web fallback and add documentation 2026-03-11 08:47:01 -07:00
tests fix: /reasoning command — add gateway support, fix display, persist settings (#1031) 2026-03-12 05:38:19 -07:00
tinker-atropos@65f084ee80 Add tinker-atropos submodule and update RL training tools 2026-02-04 10:36:01 -08:00
tools merge: resolve conflicts with origin/main 2026-03-12 00:29:04 -07:00
website docs: conditional skill activation — tag duckduckgo-search as web fallback and add documentation 2026-03-11 08:47:01 -07:00
.env.example feat: add email gateway platform (IMAP/SMTP) 2026-03-11 06:32:01 -07:00
.gitignore feat: add versioning infrastructure and release script 2026-03-12 01:35:47 -07:00
.gitmodules Add tinker-atropos submodule and update RL training tools 2026-02-04 10:36:01 -08:00
AGENTS.md docs: update AGENTS.md with new files and test count 2026-03-11 00:54:49 -07:00
batch_runner.py Merge PR #608: fix: remove unused imports and unnecessary f-strings 2026-03-10 04:16:23 -07:00
cli-config.yaml.example Merge pull request #921 from NousResearch/hermes/hermes-ece5a45c 2026-03-11 06:30:20 -07:00
cli.py feat: include session ID in system prompt via --pass-session-id flag 2026-03-12 05:51:31 -07:00
CONTRIBUTING.md docs: conditional skill activation — tag duckduckgo-search as web fallback and add documentation 2026-03-11 08:47:01 -07:00
hermes Add a claude code-like CLI 2026-01-31 06:30:48 +00:00
hermes_constants.py feat: add Nous Portal API key provider (#644) 2026-03-10 06:28:00 -07:00
hermes_state.py Merge PR #565: fix: sanitize FTS5 queries and close mirror DB connections 2026-03-09 23:59:26 -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 refactor: route ad-hoc LLM consumers through centralized provider router 2026-03-11 20:02:36 -07:00
model_tools.py fix: improve read-loop detection — consecutive-only, correct thresholds, fix bugs 2026-03-10 16:25:41 -07:00
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 chore: bump version to v0.2.0 + add curated first-release changelog 2026-03-12 01:52:53 -07:00
README.md docs: list individual config commands first, then hermes setup as all-in-one 2026-03-11 07:30:28 -07:00
RELEASE_v0.2.0.md chore: rebuild changelog with correct time window (Feb 25 12PM PST onwards) 2026-03-12 02:33:50 -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: improve Kimi model selection — auto-detect endpoint, add missing models (#1039) 2026-03-12 05:58:48 -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 feat: add email gateway platform (IMAP/SMTP) 2026-03-11 06:32:01 -07:00
trajectory_compressor.py feat: call_llm/async_call_llm + config slots + migrate all consumers 2026-03-11 20:52:19 -07:00
utils.py fix(config): atomic write for config.yaml to prevent data loss on crash 2026-03-10 06:48:37 -07:00
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              # start chatting!

Getting Started

hermes              # Interactive CLI — start a conversation
hermes model        # Choose your LLM provider and model
hermes tools        # Configure which tools are enabled
hermes config set   # Set individual config values
hermes gateway      # Start the messaging gateway (Telegram, Discord, etc.)
hermes setup        # Run the full setup wizard (configures everything at once)
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.