Hermes Agent Made Crystal Clear · chapter 6: Skills: The Agent That Writes Its Own Playbooks
The skill lifecycle: observe repeated success, draft a SKILL.md, reuse it, and let the...
2026-09-13
Below: the paragraph from the book that builds this idea, then the diagram itself (Figure 6.1.), and a recap. About a minute of reading.
This is the part that makes skills feel alive. The agent can autonomously create, update, and delete skills through the skill_manage tool. It drafts a new skill "after completing a complex task (5+ tool calls) successfully," or when it discovers a non-trivial workflow worth keeping. A one-time solve becomes a repeatable capability. Figure 6.1 shows the loop.
Recap
- The idea: The skill lifecycle: observe repeated success, draft a SKILL.md, reuse it, and let the self-improvement review refine it.
- The picture: Figure 6.1., from chapter 6 ("Skills: The Agent That Writes Its Own Playbooks") of Hermes Agent Made Crystal Clear.
- Go deeper: the chapter builds this step by step, with recipes and sources at the end.
This diagram is one of many in Hermes Agent Made Crystal Clear.
Every chapter opens with the gist, draws the hard ideas, and ends with recipes and sources.
Get the book
