levi-qiao/longgraph-skill/loop-research

Claude Code and agent skill by levi-qiao/longgraph-skill

Trust tier 3
  • community
Source check pending

Checking that the SKILL.md file is still in the repository.

Use only when the user explicitly invokes /loop-research or names this skill. Authors a loop-research run. Do not use unless named. Do not execute or resume generated runtime node files.

Install

npx vskill@latest install levi-qiao/longgraph-skill/loop-research

SKILL.md

loop-research — a loop-graph preset for evidence-led choices

A thin authoring entry. It binds a research-and-selection pack, starts the owner interview, then follows `loop-graph` to compile the normal executor, ledger, directives, ops, and supervisor artifacts. It is not a research node, a second runtime, or a second template set.

Fit check

  • Use this when the approach is undecided and a decision needs comparative evidence from

open-source projects, primary research, and a controlled benchmark or A/B experiment.

or `../loop-converge/SKILL.md` for code consolidation.

  • For a short answer, one source lookup, or non-comparative literature summary, use the

host's ordinary research task instead of a graph.

On invoke

  1. Inspect the workspace, existing evidence, experiment harnesses, data policy, and

current host the same way loop-graph does. Never ask which client this is when context already identifies it.

  1. Read and bind `preset.md`. That pack is the North Star, supervisor

requirement, interview, evidence shape, method guards, knob overrides, and artifact emphasis. Do not redesign them.

  1. Start the owner interview immediately. Ask only the pack's unresolved choices —

decision/scope, evidence budget and data authority, and launch — as recommended A/B (or A/B/C) choices. Do not ask the owner to invent evaluation criteria.

  1. Read and follow `../loop-graph/SKILL.md` from **When called

from a preset skill** through generate and deliver. Compile only from loop-graph's `templates/`. This skill never executes the generated nodes.

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

Repository stars
76
Repository forks
9
7-day trend score
22

Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.

Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Windsurf
  • Codex
  • Gemini CLI
  • Cline
  • Amp
  • Roo Code
  • Goose
  • Continue
  • Kilo Code
  • Junie
  • Trae
  • OpenHands
  • Qwen Code
  • AI Agent
  • Tabnine Chat
  • Sourcegraph Cody
  • Amazon Q
  • Firebase Genkit
  • Sweep
  • Devin
  • Phind
  • Mentat
  • Claude Desktop
  • Aider
  • GPT Pilot
  • Plandex
  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
  • Pieces
  • Fig AI
Embed badge
vskill VERIFIED badge
[![vskill VERIFIED](https://verified-skill.com/api/v1/skills/levi-qiao/longgraph-skill/loop-research/badge)](https://verified-skill.com/skills/levi-qiao/longgraph-skill/loop-research)

Something wrong with this skill or its page? Tell us.