Hermes Atlas
Developer tools & SDKs · works with Hermes Agent

SkillHone

Tencent/SkillHone

Repairs failing agent skills from real runs and leaves a tested local PR for review

In short

SkillHone is a harness from Tencent that turns skill failures met during real agent work into tested repairs. It captures the failure, repairs the whole skill repository, runs a regression test and leaves a local pull request for review.

What SkillHone does

When a coding agent such as Codex, Claude Code, Cursor, Pi or ZCode, or any CLI-capable agent, hits a reproducible skill problem, it can report it to SkillHone while it works. SkillHone queues a repair that can touch SKILL.md, scripts, references, assets and repository tests in one change. Every repair is tied to an issue, a regression test, a Git diff, a run record and a local PR, and failed or untested changes do not enter the review queue.

Each skill has its own repository and decision history, so the next agent can see what failed and why a candidate was accepted or rejected. Review mode waits for your merge decision, automatic local merge is opt-in and still needs the linked tests to pass, and SkillHone never pushes a skill for you. Quick mode starts from a failure found during work, while Full mode uses a frozen dataset and verifier in a separate Eval repository. It installs straight from GitHub, with no registry account or hosted service.

Key features

  • Captures reproducible skill failures while an agent is working
  • Repairs SKILL.md, scripts, references, assets and tests in one change
  • Each repair is tied to an issue, regression test, Git diff and local PR
  • Per-skill repository with decision history
  • Review mode by default, with opt-in automatic local merge
  • Quick mode for field failures and Full mode with a frozen Eval repository

When to use it

  • Fix a skill whose referenced script or document is missing
  • Update skill instructions after an API changes
  • Keep a reviewable history of why each skill change was accepted

Who it is for: Authors and maintainers of agent skills who want fixes driven by real failures and gated by tests.

How it fits with Hermes Agent

Hermes is named as one of the agentskills.io runtimes SkillHone works with, alongside Claude Code, Codex and OpenClaw; it is not specific to Hermes.

FAQ

What is SkillHone?

SkillHone is a harness for continual agent skill evolution. It records skill failures during real work, repairs the full skill repository, and returns a tested local pull request.

Does SkillHone work with Hermes Agent?

Yes. The repository description says it runs on any agentskills.io runtime, including Hermes, Claude Code, Codex and OpenClaw.

Does SkillHone push changes automatically?

No. SkillHone never pushes a skill for you. Review mode waits for your merge decision, and automatic local merge is opt-in and still requires the linked tests to pass.

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Related guides: How to install Hermes Agent · Run multiple Hermes agents with profiles