Validate · Scope & plan
Scope & plan
The scope & plan tools a solo builder reaches for in the Validate phase - every AI-coding skill, MCP server and workflow Skillselion tracks for scope & plan, ranked by community signal so you can pick the right one fast.
TypeDescription
1Grill MeDocs & PlanningskillStress-test a plan or design with a one-question-at-a-time interview before you commit to building or shipping.278k121k
2Grill With DocsDocs & PlanningskillStress-test an implementation plan against your repo’s CONTEXT.md, ADRs, and domain language before you commit the agent to coding.218k121k
3BrainstormingDocs & PlanningskillRun structured design dialogue and get explicit approval before your agent writes code or scaffolds anything.209k221k
4To PrdDocs & PlanningskillConvert existing chat and repo understanding into a structured PRD and publish it to the project issue tracker with ready-for-agent labeling.196k121k
5SimpleDocs & PlanningskillRun a lightweight brainstorm before features, components, or behavior changes until the user approves a direction.175k13
6Paper Context ResolverBackend & DataskillResolve narrow paper-backed gaps (splits, preprocessing, eval protocol, checkpoints, runtime) when README and repo files are insufficient for faithful ML paper reproduction.140k412
7Repo Intake And PlanBackend & DataskillScan an ML research repository, extract README commands, and recommend the smallest trustworthy inference or evaluation reproduction target.140k412
8Product Marketing ContextDocs & PlanningskillCreate `.agents/product-marketing-context.md` once so positioning, ICP, and product facts feed every later marketing skill without repeating yourself.61.5k32.4k
9Design An InterfaceDocs & PlanningskillExplore radically different API or module shapes in parallel before committing to one interface design.31.3k121k
10ShapeFrontend & DesignskillRun a structured UX/UI discovery interview and produce a design brief before any implementation code for a new feature.30.3k35.9k
11Baoyu ComicAI & AgentsskillStructure long-form source material into audience, narrative, and panel-ready beats before an agent drafts a comic.22.2k20.9k
12PrdDocs & PlanningskillTurn a vague product or AI feature idea into a stakeholder-ready PRD with user stories, technical specs, risks, and explicit non-goals after a structured discovery interview.19.1k34.6k
13Product MarketingDocs & PlanningskillCreate and maintain a shared product-marketing context file so every downstream marketing and analytics skill speaks with one voice about audience, differentiation, and proof.16k32.4k
14Security Requirement ExtractionSecurityskillTurn product specs and compliance goals into structured security requirements with domains, priorities, and acceptance criteria before you build.13.6k36.5k
15Firecrawl ShopDocs & PlanningskillCompare products, prices, reviews, and specs across the web with Firecrawl and get a budget-aware recommendation or cart-ready summary when explicitly authorized.11.6k29
16Create SpecificationDocs & PlanningskillAuthor a machine-readable spec in `/spec/` with the copilot naming template so agents implement `${input:SpecPurpose}` without ambiguous requirements.11.5k34.6k
17Create Implementation PlanDocs & PlanningskillInstall this skill when you need a deterministic, file-based implementation plan for a feature, refactor, package upgrade, or architecture change before agents execute work.10.9k34.6k
18Breakdown Feature PrdDocs & PlanningskillTurn an Epic-level feature idea into a structured PRD your agent and engineers can implement from.9.4k34.6k
19DbsDocs & PlanningskillInstall this as the single entry point that routes your business, content, and decision questions to the right dontbesilent diagnostic skill without mixing analyses.9.2k6.3k
20Boost PromptDocs & PlanningskillRun a structured Q&A to sharpen a task prompt, then copy final markdown to the clipboard—without the agent writing code.9k34.6k
21Dbs DiagnosisDocs & PlanningskillRun dontbesilent-style business model diagnosis in consultation or full checkup mode when a solo builder’s revenue, pricing, or growth question may be the wrong question.8.8k6.3k
22Power Bi Report Design ConsultationBackend & DataskillRun a structured Power BI visualization consultation so KPIs, audience, and chart choices are scoped before you build pages in the service.8.8k34.6k
23Breakdown Epic PmDocs & PlanningskillTurn a vague epic idea into a full Epic PRD markdown file that engineering can feed into a technical architecture spec.8.7k34.6k
24Create Technical SpikeDocs & PlanningskillTime-box a technical research spike with a named markdown file before you commit to an architecture or integration path.8.6k34.6k
25Structured Autonomy PlanDocs & PlanningskillTurn a vague feature request into a commit-scoped development plan saved as markdown before any code lands in a single PR branch.8.6k34.6k
26First AskDocs & PlanningskillClarify scope, deliverables, and constraints with structured human input before your agent starts implementation work.8.5k34.6k
27Gen Specs As IssuesDocs & PlanningskillTurn README promises and placeholder code into prioritized feature gaps and implementation-ready specs as GitHub issues.8.5k34.6k
28Dbs ActionDocs & PlanningskillDiagnose why you keep deferring work you already understand—using a structured Adler-inspired interview instead of motivational pep talks.8.1k6.3k
29Framework SelectionAI & AgentsskillChoose LangChain vs LangGraph vs Deep Agents (or a combo) before writing any agent code on a new LangChain-stack project.7.3k782
30Context Driven DevelopmentDocs & PlanningskillBootstrap Conductor-style context artifacts—product.md and tech-stack.md—from copy-paste templates so agents and humans share one project truth before building.7.2k36.5k
31Zhangxuefeng PerspectiveDocs & PlanningskillRole-play and decision framing as Zhang Xuefeng for education, career, and mobility choices before you commit time or money.7.2k7.6k
32Multi Cloud ArchitectureMonitoring & CloudskillCompare AWS, Azure, GCP, and OCI patterns to scope resilient multi-cloud or primary/DR architecture before you commit spend.6.9k36.5k
33Team Composition AnalysisDocs & PlanningskillModel who to hire, at what salary bands, across pre-seed, seed, and Series A so scope and runway stay realistic.6.7k36.5k
34ThinkDocs & PlanningskillTurn a fuzzy feature or architecture idea into an approved, decision-complete plan your agent can implement without re-litigating tradeoffs.6.6k5.6k
35Dbs SlowisfastDocs & PlanningskillDiagnose whether you are taking shortcuts that feel fast now but prevent compounding assets later.6.2k6.3k
36Gmgn TokenBackend & DataskillRun contract-level due diligence—price, liquidity, holders, smart money, and security flags—before buying a meme or crypto token.5.5k324
37Ask Questions If UnderspecifiedDocs & PlanningskillForce your coding agent to clarify ambiguous specs before it writes code or runs security work.5.2k5.6k
38Spec Driven DevelopmentDocs & PlanningskillTurn vague feature ideas into a human-reviewed spec before your agent writes implementation code.5.2k49.1k
39Dbs ReportDocs & PlanningskillMerge multiple confirmed dbs-save snapshot files into one deliverable, shareable markdown diagnosis report for a named project.4.8k6.3k
40Query Token AuditBackend & DataskillQuery Binance Web3 token security audit data before a swap or buy so you can spot honeypots, tax traps, and malicious contract behavior early.4.8k881
41Dbs SaveDocs & PlanningskillPersist dbskill diagnosis conclusions to disk so the next agent session continues instead of cold-starting.4.8k6.3k
42Investor MaterialsDocs & PlanningskillProduce pitch decks, memos, models, and accelerator answers that share one traction and fundraising source of truth.4.5k210k
43Dbs GoalDocs & PlanningskillTurn vague ambitions (“personal IP”, “more influence”, “be better”) into goals that name the next action and a clear done state before you build or ship.4.5k6.3k
44Investor OutreachDocs & PlanningskillDraft personalized cold emails, warm-intro asks, follow-ups, and process updates for angels, VCs, strategics, and accelerators without generic fundraising fluff.4.5k210k
45System DesignDocs & PlanningskillTurn a vague product idea into a structured architecture with APIs, data model, scale assumptions, and explicit trade-offs before you commit to build.4.2k19.6k
46Agent EvalAI & AgentsskillRun reproducible head-to-head benchmarks of Claude Code, Codex, Aider, and peers on your repo tasks before you standardize on one coding agent.4k210k
47Project PlannerDocs & PlanningskillTurn a fuzzy product idea into a work breakdown, dependencies, milestones, and time-bounded tasks your coding agent can execute.3.7k114k
48Ship Learn NextDocs & PlanningskillTurn a tutorial transcript or article into a small shippable rep cycle instead of another passive notebook.3.7k2k
49Domain Name BrainstormerDocs & PlanningskillGenerate brandable domain options and see which TLDs are free before you buy hosting or print collateral.3.7k2k
50Desktop ControlDocs & PlanningskillStart an OpenSpec change with a strict proposal-only gate so agents do not code before specs and tasks are approved.3.6k1
51Chinese NovelistAI & AgentsskillRun a structured Chinese long-fiction pipeline—briefing, outline, chapter plans, and serial or parallel chapter drafting with cliffhanger endings.3.6k1.9k
52Game Changing FeaturesDocs & PlanningskillRun a founder-style 10x strategy session that surfaces high-leverage product moves before you commit the roadmap.3.6k2k
53Write Product SpecDocs & PlanningskillDraft a behavior-first PRODUCT.md before a substantial Warp-facing feature so implementation and review share one consumer-level contract.3.5k18
54Write Tech SpecDocs & PlanningskillTurn an approved product idea into a codebase-aware TECH.md implementation plan before agents or you start multi-module work.3.5k18
55Ljg InvestBackend & DataskillTurn founder materials or meeting notes into a depth investment-style report centered on whether the project is an order-creation machine—not a spreadsheet of multiples.3.4k5.5k
56Product LensDocs & PlanningskillPressure-test whether a feature or launch is worth building before it becomes an implementation contract, and capture answers in a PRODUCT-BRIEF.md.3.4k210k
57CouncilDocs & PlanningskillRun a four-voice adversarial council when a product or shipping decision has credible alternatives and you want explicit dissent before committing.3.3k210k
58Ljg RelationshipDocs & PlanningskillGuide a questioning dialogue that maps structural and unconscious patterns in a tense work or personal relationship—without prescriptive advice—for founders facing co-founder, boss, or partner frictio3.3k5.5k
59Make PlanDocs & PlanningskillCreate structured, phased implementation plans with documentation discovery before executing multi-step projects.3.2k81.2k
60Explore DataBackend & DataskillProfile a new warehouse table or uploaded file so you know shape, nulls, duplicates, and which metrics to trust before building dashboards or models.3.1k19.6k
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