Independently verify a computational result by RE-EXECUTING it to ground truth and recomputing the headline number from raw outputs - then prove or break the claim.
Cross-cutting contract for the test-readiness pipeline. Defines how canary-eligible test code runs in two modes — `local` (boot dependencies inline, hit localhost) and `canary`…
Build project timelines, milestone trackers, and Gantt-style dependency maps for carbon credit projects, covering the validation, monitoring, verification, and issuance cycle.
Monitors e-commerce product prices using Cheerio.js for server-side DOM parsing with got-scraping for stealth HTTP requests.
UNIFIED ARCHITECT - Strategic development orchestrator AND systematic project planner for personal productivity applications.
UNIFIED ARCHITECT - Strategic development orchestrator AND systematic project planner for personal productivity applications.
Use when a task needs the judgment of a Chief Technology Officer — deciding build vs buy for a core system, choosing whether an architecture bet is worth a full rewrite, sizing an…
Manage Chronicle project development using database-tracked milestones, next steps, and roadmap visualization. Works with MCP tools (fast, structured) or CLI commands (portable).
Question-led planning gate for implementation work. Use when the user wants a project plan, roadmap, feature plan, technical design, implementation plan, migration plan, product…
Acione este esquadrão para maestria total no próprio Claude Code — desenho de hooks, criação de skills/plugins, subagents e agent teams, integração MCP,…
When the user asks about ClickUp synchronization or syncing roadmaps with ClickUp
Use when every target-milestone task is closed and traceability is full to reconcile scope, run any still-required milestone regression/E2E, independently review the closure…
Use when exploring the CodyMaster skill ecosystem roadmap, marketplace, or distro validation.
Use when deciding which Chinese social-science/economics/management journal skill to invoke next, comparing fit across the 100-journal Chinese roadmap plus 中国社会科学 and 社会学研究, or…
Use this agent when you need a formal quality report with severity-scored findings and a prioritized refactoring roadmap.
Write a step-by-step implementation roadmap for a non-trivial coding task — Goal, Context, Constraints, 3-8 Steps (each with Files/What to do/Acceptance), Done Criteria, Status.
Audit a codebase from a user reference and produce a structured feature inventory, gap analysis, and build-plan PRD.
Wykonaj w kontrolowanej pętli wszystkie wykonalne milestone'y ze statusem planned z ROADMAP.md. Użyj, gdy użytkownik jawnie prosi o realizację całej roadmapy, wszystkich…
Kontextabhängige Coding-Anweisungen für Bug-Fixes, Features, Reviews, Refactoring, Sicherheits-Audits und Architektur-Analysen.
A framework for "working backward from the future" to build audacious products. Use this when kicking off new projects, setting multi-year roadmaps, or defining a company-wide…
Writes a user-benefit-focused external roadmap document from an existing ROADMAP.md. Use when the user says "communicate roadmap", "external roadmap", "roadmap announcement",…
Loads and exposes the organization's DNA (purpose, mission, values, north-star) in compact YAML for Tier 1 strategic context.
The meta-framework for how a company runs — the connective tissue between all C-suite roles. Covers operating system selection (EOS, Scaling Up, OKR-native, hybrid),…
Build a comparative feature matrix and gap analysis from a folder of competitor notes (md/txt). Works fully offline — no web access needed.
Performs regulatory gap analysis across 7 compliance frameworks with a scored report card and prioritized remediation roadmap.
Build a phased compliance roadmap with milestones, dependencies, and resource needs
Generates structured compliance summaries assessing regulatory posture, identifying gaps, and producing prioritized remediation roadmaps across finance (SEC, FINRA), healthcare…
Bootstraps and maintains a vectorless, layered documentation store for concepts, architecture, and decisions—without duplicating how code works.
Use when drafting or updating directives in docs (e.g., ROADMAP, AGENTS.md, CLAUDE.md, skills) as a gentle reminder to keep language cautious and flexible; avoid overly confident…
Cook the pre-made pies before the shop opens — transform a PRD into an ordered roadmap of 20–30 vertical-slice feature stages.
Automatically activated when user mentions multi-project coordination, cross-project dependencies, portfolio management, roadmap planning, resource allocation across projects, or…
Product leadership for scaling companies. Product vision, portfolio strategy, product-market fit, and product org design.
Conduct a CPO-perspective product strategy review of a codebase. Evaluates feature completeness against core value proposition, time-to-value for new users, user journey quality,…
Generate detailed implementation plans for complex tasks. Creates comprehensive strategic plans in Markdown format with objectives, step-by-step implementation tasks using…
Create hierarchical project plans optimized for solo agentic development. Use when planning projects, phases, or tasks that Claude will execute.
Create hierarchical project plans optimized for solo agentic development. Use when planning projects, phases, or tasks that Claude will execute.
Turn a short product or project description into a motivating vision doc covering three angles — motivation (the why and the shift it creates), practical (what using it actually…
Build a product roadmap with sequenced bets and explicit tradeoffs. Use when asked to "build a roadmap", "prioritize the backlog strategically", "what do we build next quarter",…
Analyzes how multiple regulations interact for a specific product, service, or business model. Identifies where obligations overlap, reinforce, complement, duplicate, or — from…
Use when deciding which computer-science or AI conference skill to invoke next, comparing fit across the 155-conference CS roadmap, or routing an AI/ML/CS manuscript before…
Goal 自主达成。触发：明确终点/验收/预算、持续迭代到完成，或 grill me 后开工。不要用于单个功能的规划与实现(cs-feat)、大需求端到端拆解(cs-epic)、bug 诊断修复(cs-issue)、行为等价重构(cs-refactor)、对外文档(cs-docs)；也不用于没有实现终点的纯 design / roadmap /…
Designs incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps, and generates API facade designs for aging codebases.
Product management agent for feature prioritization, customer discovery, PRD development, and roadmap planning using RICE framework
Expert methodology for creating strategic technology roadmaps aligned with business goals, including multi-horizon planning, capacity planning, and OKR frameworks.
Gathering, analyzing, and acting on user input through surveys, feedback widgets, rating systems, sentiment analysis, and integration with product roadmap to improve products and…
Analyzes customer feedback from surveys, reviews, support tickets, and interviews to identify themes, prioritize improvements, and quantify sentiment.
Comprehensive audit of all construction data sources and systems. Map data flows, identify silos, assess quality, and create integration roadmap.
Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strate — from…
Break a plan or milestone brief into independently-grabbable vertical slices (tracer bullets). Produces slices in `M###-ROADMAP.md` by default, or GitHub issues only with explicit…
Creates step-by-step decomposition plans and migration roadmaps for breaking apart monolithic applications.
Identify and validate your North Star Metric. Aligns product strategy with key business metric.
Helps define and stress-test a product strategy — the "why we will win" behind the roadmap. Challenges the user's assumptions about differentiation, positioning, and competitive…
Define or refresh a product vision and produce a shareable Product Vision Pack (vision statement, narrative, pillars, strategic choices, rollout).
Help users create compelling product visions. Use when someone is writing a vision statement, defining a long-term product direction, aligning teams on the future state, or…
Delivery status tracking and progress reporting. Analyzes repository against delivery roadmap to calculate actual vs planned progress, identify delays, and provide insights on…
End-to-end develop the next task with care and minimal rework. Read the surrounding code first, understand context fully, then decide the order yourself.
Create dex task from markdown planning documents (plans, specs, design docs, roadmaps)
PM skill for Claude Code, Codex, Cursor, and Windsurf. Diagnoses SaaS metrics, critiques PRDs, plans roadmaps, runs discovery, coaches PM career transitions, pressure-tests AI…
Use when a product idea, business problem, platform initiative, strategy item, or vague roadmap request needs customer outcome framing, value stream boundaries, flow steps,…
Use when the user asks about plan drift, reality check, comparing docs to code, project state analysis, roadmap alignment, implementation gaps, or needs guidance on identifying…