idea-shotgun
Skill17 starsChanged 3 months agoMITView on GitHub
Generates 4-6 genuinely different angles on the same data or topic, carded by claim, contribution, identification, cost, and risk, then ranked. Use when the user has data or a topic but no committed question, wants alternatives before investing, or a red-light verdict sent them back to ideation.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- raphaelDkhn/worldbuildertheir own version, first seen Apr 10, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- raphaelDkhn/worldbuilder★ 3same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository38 other files it gives its agents.
- abstract-shotgunSkill
- analyzeSkill
- archiveSkill
- carefulSkill
- coauthor-reviewSkill
- codebookSkill
- cover-letterSkill
- data-acquireSkill
- data-cleanSkill
- design-researchSkill
- draft-sectionSkill
- freezeSkill
- guardSkill
- hypothesis-designSkill
- identification-reviewSkill
- journal-fitSkill
- learnSkill
- lit-mapSkill
- llm-checklistSkill
- mstack-initSkill
- mstack-upgradeSkill
- paper-statusSkill
- pdf-ingestSkill
- power-analysisSkill
- preregisterSkill
- r-and-rSkill
- referee-mockSkill
- research-questionSkill
- results-auditSkill
- retroSkill
- robustnessSkill
- scope-challengeSkill
- submission-packSkill
- survey-buildSkill
- theory-buildSkill
- title-shotgunSkill
- unfreezeSkill
- vizSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 0 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 36
Save: every angle, including the unsurfaced ones (next year's paper), to .mstack/idea-shotgun-<YYYY-MM-DD>.md.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
/mstack:idea-shotgun
Stage: ideate · Voice: generative
Produces variants so the user picks from a set instead of a hunch.
Procedure
- Load
.mstack/research-question.md(if a prior attempt exists) and any data documentation. - Get the seed. One paragraph from the user: what they have (data, theoretical interest), what the question might be, the audience they imagine. If the conversation or
.mstack/research-question.mdalready supplies these, do not re-ask. - Generate 4–6 angles, each varying along one axis:
- same data, different question;
- same question, different identification;
- same identification, different scope (population, time, treatment);
- same headline, different audience (IPE / comparative / methods / public).
Card each angle:
ANGLE N: <one-sentence claim> Contribution: <the new sentence this adds to the literature> Identification: <the design, the quantity it identifies, and how it separates the effect from the obvious confound> Cost: <data-acquire weeks | analysis weeks | total months> Risk: <highest single risk: data, identification, scoop, fit>- Rank qualitatively on
(contribution × tractability) / (cost × risk); surface the top 2. - Save every angle, including the unsurfaced ones (next year's paper), to
.mstack/idea-shotgun-<YYYY-MM-DD>.md.
Outputs
.mstack/idea-shotgun-<date>.md— full angle set with cards.- Summary block: top 2 with a one-line case each, and which to take to
/mstack:research-question.
Anti-patterns
- Variations on a theme. Five angles that swap one variable are not divergence.
- Defaulting to the seed. At least one angle should reframe the question entirely.
Next
/mstack:research-question on the chosen angle.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

