My New Skill

SkillAI & models

One sentence that describes WHEN to invoke this skill. Write it as a trigger phrase, not a summary — include the words a user would say ("fix bug", "add feature", "review diff"). The agent routes on this field.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the My New Skill skill

What this skill tells your AI

The instructions your AI receives, as published by archive228/loopkit in template/SKILL.md and read by ahel’s review.

Without this skill, the agent tends to . This skill enforces .

Steps

Red flags — STOP

ThoughtReality
"I've done this before, I don't need the checklist"Skills evolve; re-read the current SKILL.md.
"This case is simple"Simple cases become complex mid-task.
"The user didn't ask for this rigor"The user asked for a working result. Rigor is how you get one.

Evidence

Every skill ships with a real before/after pair proving it changes agent behaviour on a concrete task. Without this, the skill is a claim, not a tool.

  • evidence/before.md — a verbatim snippet of what the agent does on a representative task WITHOUT this skill loaded. Include the prompt, the agent's response, and what went wrong (or what got skipped).
  • evidence/after.md — the same prompt with this skill loaded. Show the changed behaviour and why it is better.

If you cannot produce a before/after pair, the skill is not ready to ship. Land it as a draft in a branch, gather the evidence, then merge.

References

  • references/<topic>.md (only if needed; keep the body lightweight)

Signals

GitHub stars
755
Forks
125
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
my-new-skill
Source
github.com/archive228/loopkit