jiayaoqijia Self-Evolve
After completing a non-trivial task, check if the approach should become a reusable skill.
When to Trigger
Ask yourself after each completed task:
- Did I write a multi-step workflow from scratch?
- Did I write a script that could be reused?
- Did I figure out an API or tool pattern that wasn't obvious?
- Has the user asked for something similar before?
If yes to any, offer to save it as a skill.
Create a Skill
- Ask the user: "I can save this as a reusable skill for next time. Want me to?"
- If yes, create
workspace/skills/<name>/SKILL.mdwith:
---
name: <short-name>
description: "<what it does and when to use it>"
---
# <Title>
<Concise instructions the agent needs to reproduce this workflow>
- If scripts were involved, save them to
workspace/skills/<name>/scripts/
Keep skills minimal — only include what the agent can't figure out on its own.
Improve an Existing Skill
If a skill was used but had issues (wrong commands, missing steps, outdated API):
- Read the skill:
read_file(path="workspace/skills/<name>/SKILL.md") - Fix the specific issue
- Write the updated file
Don't rewrite working skills. Patch only what's broken.
Rules
- Ask first — never auto-create skills without user consent
- One skill per workflow — don't create overlapping skills
- No junk — skip trivial one-liners the agent already knows
- Check existing — read
workspace/skills/before creating duplicates