deepagents-architectur…
Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing…
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 idea for...\", \"help me think through this project\", \"what should I build\", \"spec this out\". Also catches vague
$ npx -y skills add existential-birds/beagle --skill brainstorm-beagle --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/brainstorm-beagleContext preview
The summary Claude sees to decide when to auto-load this skill.
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 idea for...\", \"help me think through this project\", \"what should I build\", \"spec this out\". Also catches vague
name: 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 idea for...\", \"help me think through this project\", \"what should I build\", \"spec this out\". Also catches vague feature descriptions needing structured questioning to clarify scope. Does NOT write code, plan implementation, review strategy docs, or run strategy interviews \u2014 produces a WHAT/WHY spec through dialogue, not a HOW plan."
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.
<hard_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. </hard_gate>
Complete these steps in order:
1. **Check for a concept brief** — if `.beagle/concepts/<slug>/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/<slug>/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 ─┘
│
Brownfield? ──→ Yes → Prior art check (neutral capability sweep) ─→ Already exists? ─→ surface, reshape/kill spec
──→ No → skip ─────────────────────────────────────────────────────────────────────┐
│
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.
If the user invokes brainstorm-beagle on a concept that already has `.beagle/concepts/<slug>/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/<slug>/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.
**The brief does not exempt you from the prior art check.** A brief (or the issue behind it) frames the feature as something to build — that framing is exactly the bias the *Prior Art Check* exists to neutralize. Run the sweep even when ingesting a brief.
This step exists because of a specific, expensive failure: drafting a spec that reinvents a capability the codebase already has. It applies whenever the idea is a feature being added to an **existing codebase** (brownfield). For greenfield ideas with no existing code, skip it.
**The failure mode it prevents:** An issue or brief frames a feature as new ("we removed the old truncation, design fresh") or simply omits that prior work exists. You — or a subagent you delegate exploration to — inherit that framing, look only where the framing points, confirm the framing, and spec a feature that duplicates code already shipped and tested. The spec then teaches the downstream planner and executor to rebuild something that exists.
**The discipline: search neutrally, independent of framing.**
1. **Run a capability-keyword sweep acro
Image: NASA, Public Domain. Source Beagle is an Agent Skills marketplace: framework-aware code review, documentation, testing, architectural analysis, and git workflows for any compatible coding agent.
Repo: existential-birds/beagle
Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing…
Reviews Deep Agents code for bugs, anti-patterns, and improvements. Use when reviewing code that uses create_deep_agent, backends, subagents, middleware, or…
Implements agents using Deep Agents. Use when building agents with create_deep_agent, configuring backends, defining subagents, adding middleware, or setting…
Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing…
Reviews LangGraph code for bugs, anti-patterns, and improvements. Use when reviewing code that uses StateGraph, nodes, edges, checkpointing, or other LangGraph…
Implements stateful agent graphs using LangGraph. Use when building graphs, adding nodes/edges, defining state schemas, implementing checkpointing, handling…