loop-converge — a loop-graph preset for slimming code
SkillDev toolsAuthor and optionally direct-launch a two-node loop-graph run whose North Star is code convergence — delete unused code, merge duplicates, reuse, slim. Use when the user invokes /loop-converge, or asks to loop on dead code, duplication, unused exports, DRY cleanup, or merging twin implementations. Starts the owner interview (scope / authority / launch) immediately; supervisor is required. Not for adding features or a one-shot tidy. Do not execute or resume existing runtime node files from this authoring skill.
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Then ask your AI: use the loop-converge — a loop-graph preset for slimming code skill
What this skill tells your AI
The instructions your AI receives, as published by levi-qiao/longgraph-skill in skills/loop-converge/SKILL.md and read by ahel’s review.
A thin authoring entry. It binds a code-convergence pack, starts the owner
interview, then follows loop-graph to compile a
normal two-node run (executor + supervisor). It is not a third runtime node
and it does not ship a second template set.
Fit check
- Use this when unused or duplicate code will take many verified rounds to remove, merge, or reuse, and an independent audit should keep the bar from sliding into a rewrite.
- If the request is a one-shot tidy that fits a normal host task, say so and send the task directly. Do not wrap it in a graph.
On invoke
- Inspect the workspace and the current host the same way loop-graph does. Never ask which client this is when context already identifies it.
- Read and bind
preset.md. That pack is the North Star, the supervisor requirement, the method guards, the knob overrides, the recommended shape, and the detector hints. Do not redesign them. - Start the owner interview immediately. With this pack bound, ask at most the three questions the pack names — scope, authority, launch mode — each as a recommended A/B (or A/B/C) choice. Do not ask for a North Star. Do not offer to omit the supervisor.
- Read and follow
../loop-graph/SKILL.mdfrom When called from a preset skill through generate and deliver. Compile only from loop-graph'stemplates/. This skill never executes the generated nodes.
Signals
- GitHub stars
- 76
- Forks
- 9
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
loop-converge- Source
- github.com/levi-qiao/longgraph-skill