About loop-research
loop-research is a preset skill for teams comparing approaches with evidence. It interviews the owner, binds a research pack, and uses loop-graph to compile workflow artifacts without executing the generated nodes.
Key features
- 01Evidence-led approach comparison
- 02Owner interview with bounded choices
- 03Binds a research preset pack
- 04Compiles artifacts through loop-graph
Use cases
- 01Compare open-source projects using evidence
- 02Plan controlled benchmarks or A/B experiments
Install
Copy the command and run it in a terminal.
$
npx skills add https:/ / github.com/ levi-qiao/ longgraph-skill --skill loop-researchAfter installing, type/loop-researchin Claude Code to confirm it loaded.
Bundled files
References and scripts installed along with SKILL.md.
preset.mdREADME.mdREADME.zh-CN.mdDetails
From the project READMEloop-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.mdonce the approach is chosen, or../loop-converge/SKILL.mdfor 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.mdfrom When called from a preset skill through generate and deliver. Compile only from loop-graph'stemplates/. This skill never executes the generated nodes.
Comments
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