Skill
loop-deliver
Author and optionally direct-launch a two-node loop-graph run for implementing a product or engineering requirement through verified vertical slices. Use when…
@levi-qiaoView SkillDevelopment
Skill
/loop-converge
Author 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
Install
$ npx -y skills add levi-qiao/octopus-skill --skill loop-converge --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/loop-converge
Context preview
The summary Claude sees to decide when to auto-load this skill.
Author 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
SKILL.md
loop-converge.SKILL.mdname: loop-converge
description: Use only when the user explicitly invokes /loop-converge or names this skill. Authors a loop-converge run. Do not use unless named. Do not execute or resume generated runtime node files.
disable-model-invocation: true
loop-converge — a loop-graph preset for slimming code
A thin authoring entry. It binds a code-convergence pack, starts the owner interview, then follows [`loop-graph`](../loop-graph/SKILL.md) 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
1. Inspect the workspace and the current host the same way loop-graph does. Never ask which client this is when context already identifies it. 2. Read and bind [`preset.md`](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. 3. 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. 4. Read and follow [`../loop-graph/SKILL.md`](../loop-graph/SKILL.md) from **When called from a preset skill** through generate and deliver. Compile only from loop-graph's [`templates/`](../loop-graph/templates/). This skill never executes the generated nodes.
Read more
name: loop-converge description: Use only when the user explicitly invokes /loop-converge or names this skill. Authors a loop-converge run. Do not use unless named. Do not execute or resume generated runtime node files. disable-model-invocation: true
loop-converge — a loop-graph preset for slimming code
A thin authoring entry. It binds a code-convergence pack, starts the owner interview, then follows [`loop-graph`](../loop-graph/SKILL.md) 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
1. Inspect the workspace and the current host the same way loop-graph does. Never ask which client this is when context already identifies it. 2. Read and bind [`preset.md`](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. 3. 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. 4. Read and follow [`../loop-graph/SKILL.md`](../loop-graph/SKILL.md) from **When called from a preset skill** through generate and deliver. Compile only from loop-graph's [`templates/`](../loop-graph/templates/). This skill never executes the generated nodes.
Ships withlevi-qiao-octopus-skill
Long-horizon agent skill for Claude Code, Cursor, Codex & Grok Build. Stop agent drift with a durable ledger, a clean-context supervisor, and verified gates.
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