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…
@levi-qiaoView SkillDevelopment
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 a requested feature, integration, migration, or behavior change needs multiple rounds, durable acceptance proof, and
Install
$ npx -y skills add levi-qiao/longgraph-skill --skill loop-deliver --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-deliver
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 for implementing a product or engineering requirement through verified vertical slices. Use when a requested feature, integration, migration, or behavior change needs multiple rounds, durable acceptance proof, and
SKILL.md
loop-deliver.SKILL.mdname: loop-deliver
description: Use only when the user explicitly invokes /loop-deliver or names this skill. Authors a loop-deliver run. Do not use unless named. Do not execute or resume generated runtime node files.
disable-model-invocation: true
loop-deliver — a loop-graph preset for requirements
A thin authoring entry. It binds a requirement-delivery pack, starts the owner interview, then follows [`loop-graph`](../loop-graph/SKILL.md) to compile the normal executor, ledger, directives, ops, and supervisor artifacts. It is not a second runtime and it does not ship a second template set.
Fit check
- Use this when a feature, integration, migration, or behavior change needs several
verified slices and an independent acceptance audit.
- Use [`../loop-converge/SKILL.md`](../loop-converge/SKILL.md) when the goal is code
cleanup or consolidation. Use [`../loop-research/SKILL.md`](../loop-research/SKILL.md) when the decision between approaches is still open.
- If the requirement fits one normal host task, say so and send it directly. Do not wrap
it in a graph.
On invoke
1. Inspect the workspace and 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, supervisor requirement, interview, shape, method guards, knob overrides, and artifact emphasis. Do not redesign them. 3. Start the owner interview immediately. Ask only the pack's unresolved choices — outcome/acceptance, authority, and launch — as recommended A/B (or A/B/C) choices. Do not ask the owner to invent a plan. 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-deliver description: Use only when the user explicitly invokes /loop-deliver or names this skill. Authors a loop-deliver run. Do not use unless named. Do not execute or resume generated runtime node files. disable-model-invocation: true
loop-deliver — a loop-graph preset for requirements
A thin authoring entry. It binds a requirement-delivery pack, starts the owner interview, then follows [`loop-graph`](../loop-graph/SKILL.md) to compile the normal executor, ledger, directives, ops, and supervisor artifacts. It is not a second runtime and it does not ship a second template set.
Fit check
- Use this when a feature, integration, migration, or behavior change needs several
verified slices and an independent acceptance audit.
- Use [`../loop-converge/SKILL.md`](../loop-converge/SKILL.md) when the goal is code
cleanup or consolidation. Use [`../loop-research/SKILL.md`](../loop-research/SKILL.md) when the decision between approaches is still open.
- If the requirement fits one normal host task, say so and send it directly. Do not wrap
it in a graph.
On invoke
1. Inspect the workspace and 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, supervisor requirement, interview, shape, method guards, knob overrides, and artifact emphasis. Do not redesign them. 3. Start the owner interview immediately. Ask only the pack's unresolved choices — outcome/acceptance, authority, and launch — as recommended A/B (or A/B/C) choices. Do not ask the owner to invent a plan. 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-longgraph
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.
Get the whole plugin
Other skills on levi-qiao-longgraph.
@levi-qiaoView SkillSkill
loop-graph
Compile one durable loop-graph run into executor, ledger, directives, ops, and supervisor artifacts under a dated `.longgraph` directory, then present…
@levi-qiaoView SkillSkill
loop-research
Author and optionally direct-launch a two-node loop-graph run that compares feasible technical approaches with open-source evidence, primary research, and…
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