levi-qiao/longgraph-skill/loop-research
Claude Code and agent skill by levi-qiao/longgraph-skill
- community
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-researchSKILL.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.
- Use `../loop-deliver/SKILL.md` once the approach is chosen,
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
- 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.
- 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.
- 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.
- 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
- SKILL.md in the repositoryCheckingskills/loop-research/SKILL.md
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.
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