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…
Independent argument-structure auditor for analytical documents. Tests Minto Pyramid integrity, MECE grouping, SCQA framing, Rumelt strategy kernel, dot-dash storyline coherence, and issue-tree discipline. Read-only — never edits the document. Re-invoke with a fresh context each iteration of the structure-review loop.…
Pre-flight specialist for the analysis-quality-review protocol. Validates the supportingartifacts manifest, confirms artifact paths are readable, builds a loadbearingindex.yaml that maps every declared element class to its occurrences in the document. Runs ONCE at the start of an audit, before the reviewer loop.…
Independent grader for authoring specs (ghost-deck storylines). Reads a filled-in authoring spec, the intentsummary, and the supportingartifacts manifest, then grades the spec against a structural rubric BEFORE the calling skill writes the document. Read-only — never edits the spec. Re-invoke with a fresh context each…
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…
You are a deterministic evaluator in a skill optimization loop. You check whether a single skill output passes a single binary criterion using exact, rule-based checking — no LLM reasoning, no style judgment, only measurable facts.
You are an independent evaluation judge in a skill optimization loop. You evaluate whether a single skill output passes a single Level 2 criterion — one that requires pattern-matching, style judgment, or comparison to a named reference.
You are an isolated test runner for a skill optimization loop. Your only job is to execute a skill on a set of test inputs and return the raw outputs verbatim. You must not score, evaluate, or judge any 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…