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SebastianElvisSebastianElvis/reaper/skills/brainstorm/SKILL.md

brainstorm

Skill9 starsChanged 2 months agoApache-2.0View on GitHub

This skill creates and ranks research hypotheses from current findings. You use it after formalization or between investigation batches.

189 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use playtest-report, team-polish and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • CoralGameSkill

    playtest-report

    Generates a structured playtest report template or analyzes existing playtest notes into a structured format. Use this to standardize playtest feedback collection and analysis.

    Also in 9 projects that use this

  • CoralGameSkill

    team-polish

    Orchestrate the polish team: coordinates performance-analyst, technical-artist, sound-designer, and qa-tester to optimize, polish, and harden a feature or area for release quality.

    Also in 11 projects that use this

  • lilangMaxSkill

    soak-test

    Generate a soak test protocol for extended play sessions. Defines what to observe, measure, and log during long play sessions to surface slow leaks, fatigue effects, and edge cases that only appear after sustained play. Primarily used in Polish and Release phases.

    Also in 6 projects that use this

  • lilangMaxSkill

    team-live-ops

    Orchestrate the live-ops team for post-launch content planning: coordinates live-ops-designer, economy-designer, analytics-engineer, community-manager, writer, and narrative-director to design and plan a season, event, or live content update.

    Also in 6 projects that use this

  • +8 more from CoralGame

The file

We split this skill into the rules it gives an agent

3 rules. 0 are common, 1 is distinctive, and 2 are very specific to this project.

  • 0

    Common

    Most of the 156 edited versions we read keep these.

  • 1

    Distinctive

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    If results.md has 20 or more rows, you read batch summaries instead of all rows.

    line 33
  2. Distinctive:

    After three or more cycles that suggest refutation, you propose a negative claim.

    line 56
  3. Very specific:

    If problem-statement.md or ideas.md is missing, you return an error to the orchestrator.

    line 91

“Common” is measured: kept by at least 6 in 10 of the 156 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Brainstorm

You must read and apply the language rules before you write any output.

This skill revises ideas without experiments, proof attempts, or literature searches.

Usage

You invoke this skill by name with an optional quoted direction. Slash-command hosts use /brainstorm "<hint>".

brainstorm
brainstorm "explore liveness under partial synchrony"

Inputs

You always read these files:

  • reaper-workspace/notes/problem-statement.md supplies the model and properties.
  • reaper-workspace/notes/ideas.md supplies ideas and their status.
  • reaper-workspace/notes/current-understanding.md supplies current findings.
  • reaper-workspace/notes/results.md supplies previous outcomes.

If results.md has 20 or more rows, you read batch summaries instead of all rows. You look for failure patterns across batches. You use the optional direction from the argument. You read these sources only when a specific idea needs them or progress stops:

  • reaper-workspace/notes/paper-summary.md
  • reaper-workspace/notes/literature.md
  • reaper-workspace/notes/clarified-goal.md
  • reaper-workspace/papers/

Process

1. Assess Current State

You identify resolved hypotheses and open hypotheses. You identify hypotheses with repeated inconclusive cycles. You look for common causes of discarded cycles. You check whether keep results suggest a new direction.

2. Generate Ideas

You select a method from the current evidence:

  • Failed attempts: You invert the claim, simplify the case, or change the model or property.
  • Confirmed results: You reuse a proof method, remove an assumption, or test a further implication.
  • Unexplored combinations: You use ../reaper/references/model.md to find gaps without a prior investigation result.

You assign each proposed idea to one source category.

After three or more cycles that suggest refutation, you propose a negative claim. You also propose a hypothesis about the weakest assumption that restores the property.

3. Check Impossibility Results

You check each candidate against ../reaper/references/impossibility-results.md. If a known result rules out a candidate, you identify the conflict. You change the candidate to specify additional assumptions or a weaker property. You do not pass a known impossible positive claim to investigate.

4. Set Priorities

You rank ideas by who needs their answers and why. You use the examples in ../reaper/references/model.md.

5. Write Output

You update reaper-workspace/notes/ideas.md. You add new ideas in a new round section. You edit existing ideas in place when their statements or priorities change. You mark ideas that another result already covers.

## Ideas — Brainstorm Round N

### H<next>: [Short title]
- **Statement**: [You state a precise claim that evidence can refute.]
- **Success condition**: [You state the evidence that confirms the claim.]
- **Failure condition**: [You state the evidence that refutes the claim.]
- **Priority**: High / Medium / Low
- **Rationale**: [You explain the effect of resolving this claim.]
- **Source**: [Brainstorm-N] [You identify the finding, failure pattern, gap, or prior hypothesis that suggested this idea.]

N is one greater than the highest existing brainstorm round, or 1 for the first round. Hypothesis numbers continue from the highest existing H number.

Quality Criteria

  • You add no more than 3-5 ideas per round.
  • Each idea tests one claim in one cycle. You split claims that combine properties such as safety and liveness.
  • Each idea has explicit success and failure conditions.
  • You do not duplicate an unresolved idea.
  • You give the user's direction high priority without excluding other useful ideas.
  • If problem-statement.md or ideas.md is missing, you return an error to the orchestrator.

Report

You report the number of new ideas and the most important new idea. You explain any lower priorities or ideas that other results now cover.

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