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anderskev

Brainstorm Beagle

by Kevin Anderson · GitHub ↗ · v1.0.2 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install brainstorm-beagle
Description
Use when the user has a fuzzy idea and wants to shape it into a concrete project spec before planning or building. Triggers on: "brainstorm this", "I have an...
README (SKILL.md)

Brainstorm: Ideas Into Specs

Turn a fuzzy idea into a comprehensive, implementation-free project spec through collaborative dialogue.

The output is a standalone spec document — structured enough for any agentic system to consume, clear enough for a human to act on. It captures WHAT and WHY, never HOW.

\x3Chard_gate> Do NOT write any code, create implementation plans, scaffold projects, or take any implementation action. This skill produces a SPEC DOCUMENT only. Every project goes through this process regardless of perceived simplicity — "simple" projects are where unexamined assumptions waste the most work. \x3C/hard_gate>

Workflow

Complete these steps in order:

  1. Check for a concept brief — if .beagle/concepts/\x3Cslug>/brief.md exists for this idea, ingest it and skip most of steps 2-4 (see Concept brief ingestion below)
  2. Explore context — read project files, docs, git history, existing specs (lighter pass if a brief is present)
  3. Assess scope — is this one spec or does it need decomposition?
  4. Ask clarifying questions — one at a time, follow the thread (few to none if a brief is present)
  5. Propose 2-3 directions — high-level product approaches with tradeoffs
  6. Draft spec — write the structured spec document
  7. Self-review — check for completeness, contradictions, implementation leakage (see references/spec-reviewer.md)
  8. User review — present for approval, iterate if needed
  9. Write to disk — save to .beagle/concepts/\x3Cslug>/spec.md
Brief present? ──→ Yes → Ingest brief (skip most discovery) ──┐
                ──→ No  → Explore context → Assess scope       │
                                            ├─ Too large? → Decompose → Brainstorm first sub-project
                                            └─ Right size? → Clarifying questions ─┘
                                                                                   │
Both paths converge → Propose directions → Draft spec → Self-review (fix inline) → User review
                                                                                        ├─ Changes? → Revise
                                                                                        └─ Approved? → Write to concept folder

The terminal state is a written spec. This skill does not transition to implementation, planning, or any other skill. The user decides what to do with the spec.

Concept brief ingestion

If the user invokes brainstorm-beagle on a concept that already has .beagle/concepts/\x3Cslug>/brief.md (produced by prfaq-beagle on pass), ingest the brief at step 1 and skip most discovery:

  1. Read the brief. Customer, problem, solution concept, stakes, forged decisions, and research pointers are already codified. Do not re-interview the user on these.
  2. Skim the PRFAQ reference. Open .beagle/concepts/\x3Cslug>/prfaq.md for the Reasoning blocks — they explain what was challenged and why earlier decisions were made. This is context, not content to re-litigate.
  3. Open questions become your starting point. The brief's Open Questions section lists what PRFAQ surfaced but did not close. These are what you ask the user about — not customer, problem, or motivation, which are already decided.
  4. Proceed to Exploring Directions. Skip Clarifying Questions and Scope Assessment unless the brief is ambiguous about scope itself.

The brief is a context handoff, not a gate. Run your own Self-Review on the spec you produce — brainstorm-beagle remains responsible for implementation-leakage detection, requirement testability, and scope discipline regardless of how much discovery was pre-done upstream.

When there is no brief: proceed through steps 2-9 normally. Not every idea comes from PRFAQ.

Questioning

You are a thinking partner, not an interviewer. The user has a fuzzy idea — your job is to help them sharpen it.

How to question:

  • Start open. Let them dump their mental model. Don't interrupt with structure.
  • Follow energy. Whatever they emphasized, dig into that. What excited them? What problem sparked this?
  • Challenge vagueness. Never accept fuzzy answers. "Good" means what? "Users" means who? "Simple" means how?
  • Make the abstract concrete. "Walk me through using this." "What does that actually look like?"
  • Clarify ambiguity. "When you say Z, do you mean A or B?"
  • Know when to stop. When you understand what, why, who, and what done looks like — offer to proceed.

Question mechanics:

  • One question per message. If a topic needs more, break it into multiple messages.
  • Prefer multiple choice when possible — easier to react to concrete options than open-ended prompts.
  • When the user selects "other" or wants to explain freely, switch to plain text. Don't force them back into structured choices.
  • 2-4 options is ideal. Never use generic categories ("Technical", "Business", "Other").

What to ask about:

Ask about Examples
Motivation "What prompted this?" "What are you doing today that this replaces?"
Concreteness "Walk me through using this" "Give me an example"
Clarification "When you say X, do you mean A or B?"
Success "How will you know this is working?" "What does done look like?"
Boundaries "What is this explicitly NOT?"

What NOT to ask about:

  • Technical implementation details (that's for planning)
  • Architecture patterns (that's for planning)
  • User's technical skill level (irrelevant — the system builds)
  • Success metrics (inferred from the work)
  • Canned questions regardless of context ("What's your core value?", "Who are your stakeholders?")

Background checklist (check mentally, not out loud):

  • What they're building (concrete enough to explain to a stranger)
  • Why it needs to exist (the problem or desire driving it)
  • Who it's for (even if just themselves)
  • What "done" looks like (observable outcomes)

When all four are clear, offer to proceed. If the user wants to keep exploring, keep going.

Scope Assessment

Before diving into questions, assess whether the idea is one project or several.

Signs it needs decomposition:

  • Multiple independent subsystems ("build a platform with chat, file storage, billing, and analytics")
  • No clear ordering dependency between parts
  • Would take multiple months of work

When decomposition is needed:

  1. Help the user identify the independent pieces and their relationships
  2. Establish what order they should be built
  3. Brainstorm the first sub-project through the normal flow
  4. Each sub-project gets its own spec

For right-sized projects, proceed directly to clarifying questions.

Exploring Directions

After understanding the idea, propose 2-3 high-level directions. These are product directions, not technical architectures.

Good directions:

  • "A CLI tool that operates on single files vs. a daemon that watches directories"
  • "A focused MVP with just the core loop vs. a broader first version with supporting features"
  • "Optimized for speed of use (power users) vs. optimized for discoverability (new users)"

Bad directions (implementation leaking in):

  • "React with a REST API vs. HTMX with server-side rendering"
  • "PostgreSQL vs. SQLite for storage"
  • "Monorepo vs. polyrepo"

Lead with your recommendation and explain why. Present tradeoffs conversationally.

Scope Discipline

Brainstorming naturally generates ideas beyond the current scope. Handle this gracefully:

When the user expands scope mid-brainstorm:

"That's a great idea but it's its own project/phase. I'll capture it in Future Considerations so it's not lost. For now, let's focus on [current scope]."

The heuristic: Does this clarify what we're building, or does it add a new capability that could stand on its own?

Capture deferred ideas in the spec's "Future Considerations" section. Don't lose them, don't act on them.

Implementation Leakage

The spec must never prescribe implementation. This is the hardest discipline.

Allowed (WHAT) Not allowed (HOW)
"Users can filter results by date and category" "Add a /api/filter endpoint that accepts query params"
"Must support 10k concurrent users" "Use Redis for session caching"
"Data must persist across sessions" "Store in PostgreSQL with a users table"
"Must work offline" "Use a service worker with IndexedDB"
"Search must feel instant" "Use Elasticsearch with debounced queries"

Exception — constraints: When the user has genuine constraints ("must use PostgreSQL because that's what our infra runs"), those go in the Constraints section with rationale. A constraint is a boundary condition, not a design choice made during brainstorming.

Spec Format

Use the template in references/spec-template.md. The spec has these sections:

  1. Core Value — ONE sentence, the most important thing
  2. Problem Statement — what problem, who has it, why now
  3. Requirements — must have, should have, out of scope (with reasons)
  4. Constraints — hard limits with rationale
  5. Key Decisions — decisions made during brainstorming with alternatives considered
  6. Reference Points — "I want it like X" moments, external docs, inspiration
  7. Open Questions — unresolved items needing future research
  8. Future Considerations — ideas that emerged but belong in later phases

Requirements must be concrete and testable:

Good requirement Bad requirement
"User can undo the last 10 actions" "Good undo support"
"Page loads in under 2 seconds on 3G" "Fast performance"
"Works with screen readers" "Accessible"
"Export to CSV and JSON" "Multiple export formats"

Self-Review

After drafting the spec, review it for:

  1. Placeholders — any TBD, TODO, vague requirements? Fix them.
  2. Contradictions — do any sections conflict? Resolve them.
  3. Implementation leakage — does any requirement prescribe HOW? Rewrite as WHAT.
  4. Untestable requirements — could someone verify this was met? Make it concrete.
  5. Missing rationale — do constraints and out-of-scope items explain WHY? Add reasons.
  6. Scope — is this focused enough for a single planning cycle?

Fix issues inline. Then present to the user for review.

See references/spec-reviewer.md for the detailed review checklist.

Pass before presenting the draft (user review step): Advance only when every item is honestly yes — not “feels fine.”

  1. Template: The draft follows the section structure in references/spec-template.md (or you note deliberate omissions and why).
  2. No honor-system completeness: Steps 1–6 above are satisfied; unresolved placeholders/TODOs are confined to Open Questions (not smuggled into must-haves).
  3. Leakage check: Every must-have / should-have passes the two-approach test under Implementation Leakage in references/spec-reviewer.md, except items explicitly listed under Constraints with rationale.
  4. Artifact: The draft text exists in the conversation (or a single attached buffer) so the user is reviewing concrete prose, not a summary.

Writing the Spec

Pass before creating or overwriting spec.md: Do not write until both are true.

  1. User gate: The user explicitly approved the draft or directed you to save/write the file (vague enthusiasm alone is not approval — confirm if unclear).
  2. Path gate: Target path is finalized — default .beagle/concepts/\x3Cslug>/spec.md, slug resolved (from brief frontmatter or agreed headline).
  • Default path: .beagle/concepts/\x3Cslug>/spec.md
  • Slug source: inherit from brief.md frontmatter if a brief was ingested; otherwise derive a kebab-case slug from the concept headline (≤40 chars, no dates). User preferences override the default path.
  • Companion outputs in-session: if brainstorm-beagle invokes web-research or artifact-analysis mid-session, pass output_dir: /abs/path/.beagle/concepts/\x3Cslug>/research/ or /abs/path/.beagle/concepts/\x3Cslug>/analysis/ so findings share the concept folder with anything PRFAQ produced upstream. This keeps the whole concept-forging audit trail in one place.
  • Commit to git with message: docs: add \x3Cslug> project spec
  • After writing, tell the user:

    "Spec written to \x3Cpath>. Review it and let me know if you want changes."

  • Wait for approval before considering the brainstorm complete.

Key Principles

  • One question at a time — don't overwhelm
  • Follow the thread — don't walk a checklist
  • YAGNI ruthlessly — remove anything that isn't clearly needed
  • Concrete decisions only — "card-based layout" not "modern and clean"
  • No implementation — WHAT and WHY, never HOW
  • Capture everything — ideas outside scope go to Future Considerations, never lost
  • Incremental validation — confirm understanding before moving on
  • The spec stands alone — anyone should be able to read it and understand the project
Usage Guidance
This skill appears coherent and matches its description, but it will read repository files and git history and write the resulting spec to .beagle/concepts/<slug>/spec.md. Before enabling: (1) run the agent only in repositories or workspaces you trust (avoid repos with secrets or private credentials), (2) if you don't want specs written automatically, ensure the agent's process lacks write permission to the .beagle path or run the skill in a disposable workspace, and (3) confirm you want an autonomous agent to be able to read project files — if not, restrict invocation or review activity in a sandbox. If you want greater assurance, request the skill declare the expected config paths or add an explicit confirmation step before any file write.
Capability Analysis
Type: OpenClaw Skill Name: brainstorm-beagle Version: 1.0.2 The brainstorm-beagle skill bundle is a well-structured tool designed to assist users in converting project ideas into formal specifications. It features a clear workflow, strict constraints against generating code or implementation plans, and comprehensive self-review checklists (references/spec-reviewer.md) to ensure quality and scope discipline. The file operations are limited to reading project context and writing specification documents to a dedicated directory (.beagle/concepts/), with no evidence of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
Purpose & Capability
Name and description match the runtime instructions: the skill is explicitly about eliciting requirements and producing a WHAT/WHY spec. The included templates and reviewer checklist align with that purpose and there are no unrelated dependencies, binaries, or credentials requested.
Instruction Scope
The SKILL.md tells the agent to read project files, docs, and git history and to ingest/skip based on .beagle/concepts/<slug>/brief.md and .beagle/concepts/<slug>/prfaq.md. It also instructs the agent to write the final spec to .beagle/concepts/<slug>/spec.md. Reading repository files and git history is coherent with brainstorming context-gathering, but this behavior gives the agent access to any files in the workspace (including potential secrets) and will modify repo files by writing specs.
Install Mechanism
No install spec and no code files — instruction-only. This minimizes supply-chain risk and nothing will be written to disk by an installer.
Credentials
The skill requests no environment variables, credentials, or declared config paths. However, it expects and will use repository-local paths (.beagle/...) and git history; the fact that no config paths are declared is reasonable for a simple instruction-only skill but users should be aware the skill will access and modify files in the agent's working directory.
Persistence & Privilege
always:false and no special privileges are requested. The skill can be invoked autonomously (platform default), but that is not combined with broad credential access or install behavior that would increase risk. The only persistent action is writing spec files under .beagle/ in the current workspace, which is expected for this skill.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install brainstorm-beagle
  3. After installation, invoke the skill by name or use /brainstorm-beagle
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
**brainstorm-beagle 1.0.2 Changelog** - Adds support for ingesting concept briefs (`.beagle/concepts/<slug>/brief.md`) to streamline and shorten the discovery process when present. - Updates workflow to conditionally skip context exploration and questioning if a brief is available, focusing only on unresolved questions. - Specifies new file locations for spec outputs (`.beagle/concepts/<slug>/spec.md`). - Introduces detailed instructions for handling handoffs from upstream systems (such as `prfaq-beagle`). - Leaves core questioning and spec-generation methodology unchanged for non-briefed ideas.
v1.0.1
- Updated skill description to clarify triggering phrases and intended use cases. - Added explicit negatives: skill will not write code, plan implementation, review strategy docs, or run strategy interviews. - Improved guidance on when to use the skill (fuzzy ideas, vague specs needing scope clarification). - No changes made to workflow or questioning processes. - No functional or behavioral changes; documentation and trigger clarification only.
v1.0.0
brainstorm-beagle 1.0.0 — Initial release - Enables turning fuzzy project ideas into clear, system-agnostic specification documents through collaborative dialogue. - Structured workflow covers context gathering, scope assessment, clarifying Q&A, proposing high-level product directions, drafting specs, self- and user-review, and saving output. - Strongly enforces non-implementation: output is always a spec, never code or planning. - Detailed guidance for effective clarification and brainstorming questioning strategies. - Handles scope management, ensuring ambiguous or oversized projects are decomposed as needed. - Delivers specs using a robust, standardized template covering value, problem, requirements, constraints, key decisions, reference points, open questions, and future considerations.
Metadata
Slug brainstorm-beagle
Version 1.0.2
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 3
Frequently Asked Questions

What is Brainstorm Beagle?

Use when the user has a fuzzy idea and wants to shape it into a concrete project spec before planning or building. Triggers on: "brainstorm this", "I have an... It is an AI Agent Skill for Claude Code / OpenClaw, with 132 downloads so far.

How do I install Brainstorm Beagle?

Run "/install brainstorm-beagle" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Brainstorm Beagle free?

Yes, Brainstorm Beagle is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Brainstorm Beagle support?

Brainstorm Beagle is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Brainstorm Beagle?

It is built and maintained by Kevin Anderson (@anderskev); the current version is v1.0.2.

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