Renders complex information as a single self-contained HTML file — dashboards, analytical reports, comparison tables, timelines, flow/sequence diagrams, and data explainers — using Antony Evans's brand tokens (forest green / off-white / amber, Space Grotesk + Inter). Triggers on "build/render/make this as HTML"…
Creates MARP presentation decks (.md files rendered to PDF/HTML/PPTX via marp CLI) with custom CSS themes, SVG inline charts, dashboard components, and speaker notes. Use when asked to create slides, build a deck, make a presentation, generate MARP output, design a theme, edit existing slides, or convert content into…
Debriefs a developer after an AI-assisted coding session by inspecting git diffs or commits, explaining the actual architecture decisions, design patterns, tradeoffs, caveats, and learning concepts with file/function references, then generating a practical quiz and follow-up study notes. Use when the user says they…
Diagnoses bugs from raw error logs, stack traces, or CI failure output — triages and clusters errors, localizes root cause (file → function → line), enters plan mode with a structured fix + test proposal for human approval, writes a typed pytest regression test using mocks first, then implements a targeted code fix…
Activate when implementing or modifying API endpoints, authentication or authorization logic, database queries or ORM calls, user input handling, session/token management, file uploads, webhooks, or any feature that stores or transmits user data — gates implementation with threat surface analysis, secure defaults…
Assesses US regulatory compliance likelihood for any consumer product before listing for US sale. Accepts a CJ product PID/URL, Amazon ASIN, or product name/description as input. Classifies the product into a regulatory category (children's toys, electronics, cosmetics, supplements, pet products, apparel…
Use when the user provides a DTC or ecommerce store URL and asks for a teardown, breakdown, brand analysis, competitor teardown, investor memo, store audit, deep dive, or 'what's going on with [brand]'. Produces an investor-grade markdown teardown report covering brand, market, unit economics, supply chain, channel…
Audits and evolves brand positioning, voice consistency, and messaging for an existing brand. Works across personal brands and DTC/ecommerce store brands. Runs a structured audit across positioning, voice, visual direction, and content pillars, then produces a scorecard with specific fix recommendations. Also develops…
Develops a full go-to-market marketing plan for a new online business, product, or idea — covering beachhead market, ICP, competitive landscape, Dunford positioning with messaging, channel strategy with buyer journey mapping, budget allocation, pricing, content strategy with retention, 90-day launch timeline, PMF…
Review-only multi-mode quality grader for reader-facing analytical deliverables (typically HTML reports with prose + charts/diagrams inline). Supports four modes: (1) spec returns a doc-type-specific authoring template the caller fills in; (2) spec-judge grades a filled-in authoring spec (storyline) BEFORE the caller…
Autonomously optimizes any Claude skill (SKILL.md) or CLAUDE.md file through a closed hypothesis→test→evaluate→keep/discard loop, producing an updated skill file and an iteration dashboard (baseline score, each hypothesis, keep/discard decision, improvement delta). Use when a user wants to improve a skill's output…
Removes AI writing patterns and injects human quality (specificity, burstiness, precise emotional language) into drafted content. Includes an optional personal-brand mode (voice reference + deterministic eval gate) you can adapt to your own voice. Use when editing drafts so they don't sound like AI. NOT for generating…
Generates a structured morning brief and writes it to the daily review file. Pulls from: current priorities (goals summary), active task board, latest competitor digest, and content pipeline status. Fires automatically on weekdays. Output is the morning intention section of your daily review file.
Creates robust long-form task prompts and agent briefs using production prompt engineering patterns (layered XML architecture, trust boundaries, anti-rationalization rules, numeric anchors). Invoke when the user needs to create an agent system prompt, write a complex task prompt, design a multi-agent workflow prompt…
Parses raw customer feedback (app reviews, support tickets, interview transcripts) into categorized severity-ranked themes, scans the codebase to identify affected files and components, and proposes 3 structural edit options per theme (minimal/refactor/architectural) with rationale tied directly to the original…
Guides a founder interactively from "no idea" through idea generation, rapid validation, and commitment to a business — synthesizing PG, YC, Lean Startup, Mom Test, JTBD, and gstack office-hours methodology updated for the AI era. Produces founder profiles, scored idea candidates, validation sprint results, conviction…
Structural demand-side analysis for a defined industry: JTBD (Christensen/Ulwick — functional + emotional + social), JTBD-based segmentation (NOT demographic), substitution risk per segment (named cross-category candidates + switching cost + likelihood), WTP drivers per segment, and named leading demand signals.…
Produces a forward-looking industry trajectory analysis: dual S-curve (market-adoption + technology lifecycle with diagnostic signals), Three Horizons overlay on G3 sub-segments (consumes size-market when present), discontinuities catalog (regulatory/tech/behavioral with year-range timing windows), Helmer Power…
Assesses which of Helmer's 7 Powers (scale economies, network economies, counter-positioning, switching costs, branding, cornered resource, process power) protect incumbents in a defined industry, how durable each is over the analysis horizon, and which Power combination the winning archetype must hold. Output…
Diagnoses competitive environment for an industry using BCG's Strategy Palette (Reeves) — Classical / Adaptive / Visionary / Shaping / Renewal — via the three-question discipline (predictability, malleability, harshness). Output: strategic-environment.md classifying the environment, evidencing the 3 dimensions with…
Produces a Porter strategic-group map overlaid with McKinsey Arenas framing for an industry. Identifies ≥3 strategic groups via 2-axis visualization, profiles each (size, members, basis of competition, profitability), names a winner archetype (consolidator / innovator-specialist / platform-orchestrator /…