[Submission] AMAP-ML/SkillClaw — collective skill evolution companion for Hermes

[Upper9527]

Repo Submission

Field	Value
Repo	AMAP-ML/SkillClaw
Type	Tool / Skills infrastructure
Language	Python
License	MIT
Description	Collective skill evolution companion for Hermes that auto-evolves, deduplicates, and syncs ~/.hermes/skills from real session data

Suggested category

Tools & Utilities

What it does

SkillClaw runs alongside Hermes and adds a post-task evolution loop for skills:

• deduplicates overlapping skills
• merges complementary knowledge
• improves skill quality over time
• keeps skill libraries in sync across devices, agents, or teams

It has native Hermes integration, including:

• direct use of ~/.hermes/skills
• setup flow that configures Hermes to route through the local proxy
• skillclaw doctor hermes and skillclaw restore hermes for safe inspection and rollback

Why it belongs in the Atlas

• It is specifically built for Hermes and already tags hermes as a core topic.
• It addresses a real long-term Hermes pain point: skill libraries get noisy as usage grows.
• It is not just a static skill pack; it is infrastructure for improving the skill library itself.
• It is actively maintained and already has meaningful community traction:
  • 705 stars
  • created on 2026-04-10
  • recent pushes through 2026-04-17

Links

• Repo: https://github.com/AMAP-ML/SkillClaw
• Paper: https://arxiv.org/abs/2604.08377

[github-actions]

Automated Validation Report

Field	Value
Repo	AMAP-ML/SkillClaw
Stars	1103
Language	Python
License	MIT
Created	2026-04-10T03:25:47Z
Last push	2026-04-29T09:45:38Z
Fork	false
Description	Let Skills Evolve Collectively with Agentic Evolver

Warnings

• Description doesn't mention "hermes" or "nous" — may not be related

Result: PASS with warnings

No blocking issues, but please review the warnings above. A PR will be created.

[github-actions]

PR created: #135

Once merged, this repo will appear in the ecosystem map.

[ksimback]

Closing — repo is now live in the atlas via #146 (or #147 for plastic-labs/honcho's pairing). Project page will be at /projects/{owner}/{repo} once the next build-pages workflow run completes (typically <5 min after merge to main, or daily 06:30 UTC at the latest).