AI Skills Library · plain Markdown · load them anywhere

Ninety-four skills. Plain Markdown. Loadable by any agent.

Every file here is a working method, not a plugin — what the task is, what it is not, the step-by-step method, a quality bar, and guardrails that route regulated judgment to licensed professionals. Because it is plain text, a skill loads into Claude, any chat assistant, or a local open-weight model with zero integration. Two kits: a consumer kit bound to the Consumer Design System's machine contracts and an institutional kit from the regulated-finance design system.

94 skills 54 consumer kit 40 institutional kit 0 integrations required
Runs in

Machine-readable index for agents: cds/components.json (skills enumerated with URLs) · drop-in brief: cds/AGENTS.md · compile a custom pack with the AI-Ready Export. Skills are methods with honest guardrails — not licensed legal, tax, securities, medical or clinical advice.

Consumer kitGenerative Media

AI Asset Integration

Take generated images and video into a real product pipeline — provenance, licensing, C2PA, naming and versioning, alt text, and the CDS surfaces (AI-made badges, artifact cards) that present synthetic media honestly.

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Consumer kitResearch & Craft

Ant Design Adoption

Decide whether Ant Design fits a project before adopting it, then deploy it coherently — design tokens, ConfigProvider theming, component-vs-custom decisions, and adherence checks — so the whole system is used as intended rather than half-applied and drifting. For designers and React developers building data-dense enterprise and admin products.

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Consumer kitResearch & Craft

Apple HIG Adherence

Keep a product on the rails of Apple's Human Interface Guidelines from the moment a project decides to target Apple platforms — enforce the non-negotiable rules, earn a premium feel through restraint and native conventions, and protect performance and App Store review readiness. For designers and developers building for iOS, iPadOS, macOS, watchOS, or visionOS.

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Consumer kitProduct Tools

AWS Cloud Architect

Design, deploy, and operate AWS infrastructure with an agent — infrastructure-as-code, least-privilege IAM, cost guardrails, and the Well-Architected discipline — so a coding agent can build real cloud systems fast without leaving a security hole or a surprise bill. For developers and platform teams shipping on AWS.

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Consumer kitResearch & Craft

Awwwards Site Analysis

Analyse award-winning web design from Awwwards — Site of the Day, Site of the Month, Developer Award — rating design difficulty and build difficulty on a 1–5 star scale, inferring the tech stack, reading the jury criteria, and pulling 3–5 competitor sites relevant to the project you're building. For designers and front-end developers benchmarking ambition against what actually ships.

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Consumer kitCDS UI

CDS Accessibility Verification

Verify a consumer surface against the accessibility contracts every CDS entry carries — WCAG 2.2 AA as the floor: target sizes, reduced motion, live regions, focus order, accessible authentication.

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Consumer kitCDS UI

CDS AI Surface Kit

Design and build AI features with the 22-entry AI & Agents domain — gates that sign exact payloads, traces that record blocks, streaming that stays accessible, honest capability disclosure.

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Consumer kitCDS UI

CDS Component Author

Add a new component to the Consumer Design System the way the existing 142 were built — four-cell register first, tokens only, delegated events, reduced-motion contract, and a platform anchor it answers to.

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Consumer kitCDS UI

CDS Dark-Pattern Audit

Audit a consumer flow against the system's hard rules and the public rulebooks behind them — consent symmetry, honest pricing, click-to-cancel, review integrity, engagement pressure — with findings a regulator would recognise.

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Consumer kitCDS UI

CDS Design Review

Review a mockup, prototype, or PR against the Consumer Design System's registers — a structured pass that cites entries instead of taste, for design crits and code review alike.

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Consumer kitCDS UI

CDS Framework Port

Port CDS components to React, SwiftUI, Compose, or Vue while keeping the contract — the register travels, the tokens map, the accessibility behaviour survives the translation.

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Consumer kitCDS UI

CDS Motion Choreography

Apply the system's motion contract — one spring, three durations, self-terminating loops, reduced-motion as a contract — including the Text Animations domain's usage limits.

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Consumer kitCDS UI

CDS Product Design Kit

Analyse any product surface — or specify a new one — into a complete, tokenized Design Kit document: YAML tokens, component specs with token references, do/don'ts, responsive behaviour, and an honest Known Gaps section. The universal method behind a full-site design teardown.

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Consumer kitCDS UI

CDS Screen Composer

Compose a complete consumer screen from the Consumer Design System catalogue — selection, bundles, hard rules, tokens, sign-off — for designers and developers working from a product brief.

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Consumer kitCDS UI

CDS Token & Theming

Extend, re-brand, or add themes to the token layer without breaking its contracts — light/dark in lock-step, AA on every pairing, semantic names, components never touching raw hex.

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Consumer kitCDS UI

CDS UX Writing

Write microcopy to the Consumer Design System's voice — honest states, the error formula, consent in plain language, buttons that name outcomes — so the words carry the same contract as the components.

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Consumer kitAgents & Coding

Cline VS Code Agent

Get reliable work out of Cline — the autonomous coding agent inside VS Code with Plan and Act modes and MCP support — by using Plan mode as the checkpoint, approving edits deliberately, and wiring MCP tools like the CDS contract so the agent builds to a real system. For developers working in VS Code.

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Consumer kitProduct Tools

Cloudflare Edge Platform

Ship and defend at the edge with an agent — Workers, Pages, R2/D1/KV, caching, WAF, and Zero Trust — with DNS and security changes gated because they take effect globally in seconds. For developers building on Cloudflare's edge and CDN.

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Consumer kitGenerative Media

ComfyUI Pipeline Architect

Design ComfyUI node graphs like production pipelines — planned stages, pinned seeds and versions, VRAM budgets, reproducible workflow JSON — for image and video generation that a team can rerun, not just a lucky pull.

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Consumer kitProduct Tools

Confluence Knowledge Base

Build a Confluence space people actually find and trust — an information architecture that matches how the team looks for things, page templates that make good docs the default, a single source of truth per topic, and a maintenance rhythm that fights rot. For teams running product, engineering, or ops documentation on Confluence.

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Consumer kitProduct Tools

Databricks Lakehouse

Build analytics and data pipelines on Databricks that stay correct, governed, and cost-controlled — medallion architecture with Delta Lake, jobs and workflows with real failure handling, Unity Catalog governance and PII protection, and cluster/cost discipline. Irreversible data operations gate on a human. For data engineers and analysts working in the lakehouse.

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Consumer kitProduct Tools

Datadog Observability

Get the full value out of Datadog — a coherent observability system across metrics, logs, traces, and monitors, with SLOs, dashboards, and alerting that a person or an agent can operate and manage on the team's behalf, while keeping cost and PII under control. For teams running production systems who want observability that answers questions instead of generating noise.

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Consumer kitOperating Mode

Design Agent Mode

An adversarial six-persona operating mode for product strategy work — gap diagnosis, stress-tested architecture, empathy refinement, and a quantified delivery lock. Load it into any capable agent to turn a raw idea, brief, or competitor teardown into a defensible product plan.

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Consumer kitResearch & Craft

Design System Analysis (Ed Chen's lens)

An objective read of a design system — no hype, no hate, only what's true. Ed Chen's analysis method: separate fact from judgment, reconstruct the build logic and the context it was made in, then anchor every observation to what the agent's user is actually trying to achieve, and help them get there. For anyone assessing or improving a design system.

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Consumer kitGenerative Media

Dify Workflow Planner

Plan an AI application on Dify before touching a single node — product logic first, then graph layout, model routing, RAG design, integrations, and the human gates. For designers and developers shipping LLM apps on dify.ai.

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Consumer kitProduct Tools

Digital Wallet Architecture

Help a team building a digital wallet reason through every layer before it touches real value — threat model, key management, encryption and secure storage, transaction integrity, the honest limits of what software can guarantee, and the regulatory surface. A design-and-architecture method with security humility, not a security guarantee. For teams building custodial or self-custody wallets.

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Consumer kitAgents & Coding

Discord Bot Development

Design, build, configure, and finish a Discord bot end to end — command and interaction design, gateway and intents setup, permissions and role model, slash commands, moderation and safety, and deployment. Architected for stability and growth, compliant with Discord's rules. For developers and community builders shipping a Discord bot.

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Consumer kitProduct Tools

Firebase Backend Ops

Build and maintain a Firebase backend with an agent — security rules first, Emulator-tested, App Check-protected, and cost-aware — so a Flutter or web app gets auth, data, functions, and storage that are fast to ship and safe to run. For developers maintaining a Firebase server layer.

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Consumer kitResearch & Craft

FWA Award Analysis

Analyse award-winning work from The FWA (thefwa.com) — FWA of the Day and its higher tiers — rating design and build difficulty on a 1–5 star scale, inferring the tech behind the effects, reading why it was recognised, and pulling 3–5 competitor sites relevant to the project you're building. For designers and developers benchmarking cutting-edge interactive work. Companion to the Awwwards analysis.

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Consumer kitGenerative Media

Generative Image Direction

Direct AI image generation like a photographer with a brief, not a slot-machine player — model-agnostic prompt structure, style systems for brand consistency, an iteration ladder, and the honesty rules that keep synthetic imagery legal in a consumer product.

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Consumer kitGenerative Media

Generative Video Direction

Direct AI video generation shot by shot — storyboard first, consistency locks, motion budgets, honest editing — plus the disclosure and platform rules that keep synthetic footage out of trouble in a consumer product.

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Consumer kitProduct Tools

GitHub Repo Orchestration

Run a repository like an engineering org with an agent — PR-first flow, CI as the merge gate, branch protection, CODEOWNERS, Dependabot, and release discipline — so an agent can move fast in the repo without anything unreviewed reaching main. For developers orchestrating GitHub with AI.

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Consumer kitProduct Tools

Google Analytics (GA4)

Set up Google Analytics 4 to answer real product questions instead of collecting vanity metrics — a measurement plan tied to decisions, correct event and conversion modelling, consent-aware and privacy-compliant collection, and honest reading of the data. For founders, growth, and product teams instrumenting a site or app.

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Consumer kitProduct Tools

Google Jules QA Automation Planner

Delegate work to an asynchronous coding agent like Google Jules and get back reviewable PRs — crisp task specs, a plan you approve before it runs, tests as the acceptance gate, and a QA-automation plan that turns edge cases into a standing suite. For developers running async agents and building test coverage.

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Consumer kitResearch & Craft

Graphic Design Award Research

Find and analyse award-winning graphic design from the last five years — The One Show, D&AD, Type Directors Club and peers — then explain each piece's design philosophy and dissect the design logic behind why it won. For designers building visual references and understanding what actually earns recognition.

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Consumer kitAgents & Coding

Hermes Agent Orchestration

Use a Hermes-family open-weight model as the reasoning core of an autonomous agent — structured function-calling, tool routing, and a human-gated action loop — so a local, open model can drive real work without becoming an unbounded actor. For developers building agents on open weights.

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Consumer kitProduct Tools

Hugging Face Model Ops

Choose, license-check, and deploy models from the Hugging Face Hub responsibly — read the model card before the weights, verify the licence before commercial use, and pick the right serving path (Transformers, Inference Endpoints, or TGI) for the load. For developers putting open models into production.

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Consumer kitProduct Tools

Jira Project Orchestration

Run a project in Jira with an agent as a disciplined PM — epics and stories with real acceptance criteria, honest sprint hygiene, JQL that surfaces risk, and status that reflects reality — so planning artefacts stay true instead of becoming a fiction everyone ignores. For anyone using an agent to manage delivery.

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Consumer kitResearch & Craft

Material Design Adoption

Decide whether Material Design (Material 3 / Material You) fits a project before adopting it, then deploy it coherently so the whole system is used as intended rather than half-applied and drifting. Covers fit analysis, token and theme setup, component-vs-custom decisions, and adherence checks that keep an app on-system. For designers and developers building Android, Flutter, or web products on Material.

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Consumer kitAgents & Coding

Monica AI Assistant Workflow

Get real work out of Monica — the all-in-one AI assistant that sits across your browser and apps — with a repeatable workflow for research, drafting, translation, and summarization that keeps a human editing the output instead of pasting it. For anyone using a general AI assistant seriously.

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Consumer kitProduct Tools

MySQL Backend

Design and operate a MySQL backend that stays correct, fast, and safe — a schema modelled from access patterns, indexes that match real queries, parameterised access that closes injection, least-privilege accounts, and backups proven by restore. Every destructive or schema-changing operation gates on a human and a backup. For developers building on MySQL or MariaDB.

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Consumer kitProduct Tools

n8n Test Automation

Build fully-automated end-to-end and integration test pipelines in n8n — scheduled runs, HTTP/API assertions, webhook triggers, contract checks, and fail-loud alerting — so a product's critical paths are verified on a cadence, not by hope. For developers and QA who want tests that run themselves.

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Consumer kitResearch & Craft

NotebookLM Source Curation

For a given industry or domain, quickly assemble the sources worth grounding on — the highest-authority URLs, the peer-reviewed papers, and the official first-party datasets — so a NotebookLM (or any RAG assistant) reasons from primary, current, citable material instead of the open web's noise. For anyone learning a domain fast and honestly.

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Consumer kitProduct Tools

Notion Thinking Assistant

Use Notion as a structured thinking-and-writing partner — turn a messy brief into a clear document, decision, or plan by externalising the reasoning into a shape a person and an agent can both work in. Covers workspace and database structure, thinking templates, progressive drafting, and how an agent should collaborate in the doc rather than replace the judgment. For anyone who thinks by writing.

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Consumer kitResearch & Craft

NVIDIA CUDA GPU Optimization

Read the user's actual NVIDIA hardware and configure GPU rendering and VRAM budgets that fit it — batch sizes, precision, memory headroom, and the right CUDA/driver assumptions — so a workload runs fully on the GPU instead of OOM-ing or silently spilling to the CPU. For developers running CUDA rendering or ML on NVIDIA GPUs.

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Consumer kitProduct Tools

Ollama Local Deployment & VRAM Model Advisor

Deploy Ollama locally with Docker and choose the right local model for the hardware you actually have — a VRAM-first sizing method that reads a GPU's memory budget and recommends the largest model and quantization that will run well, not the one that fits on paper. For developers running on-prem or offline AI.

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Consumer kitAgents & Coding

OpenClaw Web & Computer Automation

Operate an open-source computer-use / browser-automation agent safely — allowlisted targets, no credentials handed to the agent, human gates on anything irreversible, and injection-aware handling of page content. For developers automating real interfaces without handing over the keys.

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Consumer kitAgents & Coding

OpenCode Terminal Agent

Drive an open-source, provider-agnostic terminal coding agent well — scoped tasks, plan-before-edit, reviewed diffs, and tests as the acceptance gate — so an autonomous coder speeds you up without quietly rewriting things you didn't ask it to. For developers pairing with a terminal AI agent.

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Consumer kitProduct Tools

Perplexity Research

Use an answer engine like Perplexity for fast, cited research that speeds discovery without outsourcing judgment — follow the citations to the primary source, separate what's grounded from what's synthesized, and never ship a claim you didn't verify. For anyone using AI search to learn a domain or check a fact.

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Consumer kitProduct Tools

SEO & GEO Self-Audit

Turn your own site's traffic data into an honest SEO and GEO (generative-engine optimization) improvement plan. Ed Chen's method for auditing a portfolio or product site — fold out your own dev/QA traffic, separate bots from real humans, read timezone and referrer signals, then strengthen both classic search ranking and AI-answer discoverability. For anyone who owns a site and has real analytics to work from.

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Consumer kitProduct Tools

Slack Ops Automation

Wire Slack as the team's operational nervous system with an agent — specific notifications, incident channels that assemble themselves, in-channel approvals with a human gate, and workflows that reduce noise instead of adding to it — so Slack informs the team rather than training them to mute it. For teams automating ops in chat.

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Consumer kitAgents & Coding

Telegram Bot Development

Build, ship, and grow a Telegram bot that meets Telegram's platform rules, adapts to the user's locale and language, and is architected for stability and future expansion. Covers Bot API design, webhook vs long-polling, state and data modelling, localization, rate-limit and error handling, and getting listed. For developers and founders building on Telegram.

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Consumer kitProduct Tools

Trello Project Flow

Turn a Trello board into a project system that actually moves work — a board and list structure that models the real workflow, cards with clear ownership and acceptance criteria, WIP discipline, and automation that removes busywork without hiding status. For small teams and solo builders running product delivery on Trello.

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Consumer kitProduct Tools

VS Code Agent Workspace

Turn VS Code into an agent cockpit — tasks and launch configs the agent can run, MCP servers wired to real contracts, reviewed diffs, and workspace-scoped trust — so an AI coding agent inside the editor moves fast against a system it can be refused by. For developers running agents in VS Code.

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Institutional kitInstitutional Kit

Academic Paper Writing

Use this skill when drafting or structuring an academic or research paper — literature review, argument scaffolding, or journal formatting and submission. It produces a rigorous, well-cited first draft for the author's own review and verification.

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Institutional kitInstitutional Kit

AI Production Engineering

Use this skill when a request involves putting AI models into production — deploying and serving open-weight or hosted models, cutting inference cost, stabilising data pipelines, or adding reliability and safety backstops. It produces an architecture-and-operations first pass grounded in real builds.

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Institutional kitInstitutional Kit

Awwwards Web Design

Use this skill when a request calls for high-craft web design — strong visual direction, scroll-driven motion, and interaction polish — for a marketing site, landing page, portfolio, or product surface. It produces an art-directed first pass that stays accessible and within a performance budget.

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Institutional kitInstitutional Kit

Brand Copywriting

Use this skill when a brand needs a defined voice, a product page needs persuasive copy, or a campaign needs tagline options. It produces a voice system, message-hierarchy copy, and a rationale-backed shortlist ready for review.

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Institutional kitInstitutional Kit

Canvas Web Animation

Use this skill when a project needs performant, meaningful web animation on the HTML5 Canvas 2D API — motion design that serves the content, an efficient rendering loop and particle work, and a strict performance and reduced-motion contract. It produces a motion plan and canvas patterns you can build against.

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Institutional kitInstitutional Kit

Career Development Strategist

Use this skill when a request calls for structured career strategy — planning a path to a target role, preparing for a compensation negotiation, or deciding whether to make a career change. Use it to produce a rigorous first-pass analysis quickly while verifying any legal, financial, or contractual specifics with a qualified professional.

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Institutional kitInstitutional Kit

CFA Level 3 Analysis

Use this skill to reason through portfolio management and private-wealth planning at CFA Level III depth — setting capital market expectations and asset allocation, drafting investment policy statements with full objectives-and-constraints, and evaluating risk, behavioral bias, and performance. It structures the analysis the way the curriculum does; it never gives investment advice, makes no market forecast, and routes every actual allocation decision to a licensed adviser who owns suitability.

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Institutional kitInstitutional Kit

Cognitive Behavioral Toolkit

Use this skill when a request calls for applied cognitive-behavioral techniques to manage stress, decision pressure, or unhelpful thinking patterns in a high-pressure work setting. Use it to structure a first-pass self-management plan quickly while keeping a qualified professional in the loop for anything clinical.

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Institutional kitInstitutional Kit

COPPA Childrens Privacy

Use this skill when a product may collect personal information from children under 13 and you need a fast, structured first pass on COPPA — reviewing a consent flow, mapping data practices, or tracking enforcement. It organises the issues so qualified privacy counsel can act on them.

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Institutional kitInstitutional Kit

Corporate Management

Use this skill for the general-management work of running a company or a function — turning strategy into objectives, designing the operating cadence, structuring decisions, and reading organisational health. It produces management artifacts (strategy maps, OKR sets, operating reviews, decision memos) for the leadership team to own — never a substitute for the accountable executives, and not legal, financial, or HR advice.

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Institutional kitInstitutional Kit

CPA Accounting

Use this skill to work financial accounting and reporting the way a CPA works — analyzing transactions into correct journal entries, preparing financial statements and running the close, and selecting the right US GAAP or IFRS treatment with proper disclosure and internal-control awareness. It structures the accounting; it is never an audit, a tax filing, or a CPA sign-off, and every material or complex treatment routes to a licensed CPA.

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Institutional kitInstitutional Kit

EBITDA Financial Analysis

Use this skill to build and interpret EBITDA and the analysis around it — computing EBITDA from the financials, normalising it with defensible add-backs, bridging period-over-period changes, and framing valuation multiples. It produces a sourced, assumption-explicit financial analysis for the CFO/controller and the deal team to review — never audited figures, a valuation opinion, or investment advice.

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Institutional kitInstitutional Kit

Financial Grade Accessibility Audit

Use this skill when auditing the accessibility of a financial-grade frontend (trading, payments, KYC, dashboards) against WCAG and preparing a structured findings record. It produces a rigorous first-pass audit and remediation draft for review by a qualified accessibility auditor.

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Institutional kitInstitutional Kit

Fintech HR

Use this skill for people work specific to a regulated fintech — writing role scorecards for compliance-sensitive positions, structuring interviews that test regulatory judgment, and mapping the fit-and-proper / background-screening and accountability considerations a financial firm's hires carry. It produces hiring and people artifacts for HR and compliance to review — never employment-law advice or a regulated fit-and-proper determination.

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Institutional kitInstitutional Kit

GDPR Data Privacy

Use this skill when a request involves EU/UK GDPR data-protection operations — mapping data flows, reviewing a data-processing agreement, or assessing a cross-border transfer. It produces a rigorous first-pass draft and issue map for a qualified data-protection lawyer or DPO to review.

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Institutional kitInstitutional Kit

Growth Marketing

Use this skill when a product's funnel needs diagnosing, an A/B test needs designing honestly, or acquisition channels need an ROI comparison. It produces a structured analysis with clear metrics, guardrails, and an honest read-out.

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Institutional kitInstitutional Kit

Intellectual Property

Use this skill when you need a fast, rigorous first pass on a patent, trademark, or copyright question — capturing an invention, scanning trademark risk, or reviewing a licensing clause. It organises the issues so a qualified IP attorney can act on them.

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Institutional kitInstitutional Kit

IPO SPAC Readiness

Use this skill to prepare a company for a public listing via IPO, direct listing, or SPAC/de-SPAC — configured to the target jurisdiction upfront. It closes and estimates the financials, assembles and matches the required materials and data (financial statements, disclosure, data room), and builds the jurisdiction-specific readiness plan for counsel, auditors, bankers, and the CFO to own — never legal, audit, underwriting, or investment advice, and never a listing or eligibility determination.

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Institutional kitInstitutional Kit

ISDA Derivatives Documentation

Use this skill when a request involves ISDA derivatives documentation — the Master Agreement, Schedule, Credit Support Annex, or Confirmations — for issue-spotting, term comparison, or negotiation preparation. It produces an organised, well-cited term map and redline-preparation draft for qualified derivatives counsel to review — never a legal conclusion, an executed term, or a netting/enforceability opinion.

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Institutional kitInstitutional Kit

JavaScript Development

Use this skill when a project needs modern vanilla JavaScript engineered correctly — the language and runtime fundamentals people get subtly wrong, DOM and browser work without a framework, and the testing, performance, and security discipline that keeps it shippable. It produces concrete patterns and a review you can act on.

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Institutional kitInstitutional Kit

Learning Coaching

Use this skill to help someone learn a subject or read difficult material more effectively — diagnosing where they're stuck, building an evidence-based study system (spaced repetition, retrieval practice, interleaving, the Feynman technique), and improving reading comprehension and retention. For designing a study plan for an exam or new field, fixing a "I read it but nothing sticks" problem, or coaching a durable reading habit. Not clinical assessment — real learning disabilities or attention conditions route to a qualified specialist.

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Institutional kitInstitutional Kit

Listing Readiness Review

Use this skill when a request involves preparing a broker, exchange, or company for a listing or regulatory admission review — generating the review checklist, tracking gaps with reminders, and cross-referencing prior cases. It produces an organised, well-cited readiness checklist and gap tracker for counsel, sponsors, and the deal team to review — never a listing opinion or an eligibility determination.

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Institutional kitInstitutional Kit

Logic Structuring

Use this skill to turn a tangled problem, question, or argument into a clear, navigable structure — decomposing it into a MECE issue tree or first-principles components, mapping what depends on what and what is assumed, and building the synthesis top-down (Minto pyramid style) so the conclusion and its support are legible. It organises reasoning; it does not audit its truth.

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Institutional kitInstitutional Kit

Mathematical Modeling

Use this skill when a real problem needs to be turned into a quantitative model and analysed rigorously — stating assumptions and choosing a deterministic or stochastic form, solving and calibrating it honestly to data, and then validating it with sensitivity analysis, uncertainty quantification, and out-of-sample checks so a model's outputs are read as a simplification, not as truth.

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Institutional kitInstitutional Kit

Multi Jurisdiction KYC AML

Use this skill when a request involves KYC/AML compliance across more than one jurisdiction — mapping the requirements per country, generating a gap/comparison report against a program, or shaping how findings feed an existing compliance system. It produces an organised, well-cited requirements matrix and gap report for a qualified MLRO / compliance officer to review — never a compliance determination or a filing.

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Institutional kitInstitutional Kit

n8n Automation

Use this skill to design, build, and harden workflow automations in n8n — mapping a manual process to triggers and nodes, wiring APIs and data transforms, and making the result reliable, secure, and affordable to run. For automating a repetitive multi-tool process, debugging a flaky workflow, or reviewing an automation before it touches production data. Not official n8n support, and never a licence to move money, delete data, or act irreversibly without a human in the loop.

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Institutional kitInstitutional Kit

Objectivity Logic Audit

Use this skill when a claim, argument, analysis, or piece of copy needs to be checked for objectivity and logical soundness before it ships — separating claim from evidence, naming the inference gaps and fallacies, stress-testing with the strongest counter-argument, and calibrating confidence to what the evidence actually supports.

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Institutional kitInstitutional Kit

Output Token Efficiency

Use this skill when a request involves cutting the output-token cost of an AI workflow without losing quality — tightening prompts and system messages, restructuring what the model is asked to emit, and putting cost governance around an agent or pipeline. It produces a measured before/after with the levers pulled and a guardrail so quality is verified, not assumed.

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Institutional kitInstitutional Kit

Patent Search

Use this skill when you need a fast, structured prior-art search and patent-landscape scan before deciding to file, invest, or engage a patent attorney. It produces a documented search log and an issue map organised against the statutory elements — never an opinion.

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Institutional kitInstitutional Kit

Persona Development

Use this skill to turn real research into decision-useful personas — evidence-grounded archetypes with goals, contexts, and jobs-to-be-done that a product or design team can actually build against. For synthesising interviews, surveys, support tickets, or analytics into a small set of personas, pressure-testing existing personas for bias, or turning a persona into journeys and scenarios. Not a substitute for talking to real users, and never a licence to invent a "typical user" from assumptions.

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Institutional kitInstitutional Kit

Product Market Analysis

Use this skill when sizing demand, comparing competitor pricing, or scoring product-selection opportunities for a merchandising or product decision. It produces a structured, directional first pass to be validated with primary data before any commitment.

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Institutional kitInstitutional Kit

SEO Strategy

Use this skill when a request calls for search-engine strategy — keyword opportunity analysis, a technical SEO audit, or a content blueprint. It turns a vague "we need to rank / grow organic" ask into a structured, prioritised first pass.

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Institutional kitInstitutional Kit

Smart Contract Audit

Use this skill when a Solidity/EVM smart contract needs a fast, structured first-pass security review before a professional audit. It maps likely vulnerability classes, drafts gas notes, and produces an audit-report skeleton for a qualified auditor to verify.

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Institutional kitInstitutional Kit

Socratic Facilitator

Use this skill to help someone think their way to their own answer rather than be handed one — through Socratic questioning, deliberate perspective-shifts, and a concrete action trigger at the end. For coaching a decision, unsticking a stuck team, running a reflective 1:1, or pressure-testing an idea by drawing out the thinker's own reasoning.

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Institutional kitInstitutional Kit

TypeScript Architecture

Use this skill when a TypeScript codebase needs stronger type modelling, a safe refactor of loose or JavaScript code, or an architecture review of a frontend app. It produces a concrete, staged plan and typed patterns you can adopt incrementally.

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Institutional kitInstitutional Kit

US Securities Law SEC

Use this skill when a request involves US federal securities-law issue-spotting — registration vs exemption, disclosure and periodic-reporting obligations, or broker-dealer / investment-adviser conduct rules. It produces an organised, well-cited issue map for licensed securities counsel to review — never a legal conclusion, a filing position, or an offering decision.

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Institutional kitInstitutional Kit

US Tax Law Navigator

Use this skill when a request involves US federal or state tax issue-spotting, entity-treatment comparison, or cross-border reporting exposure. It produces an organised, well-cited issue map for a licensed CPA, tax attorney, or Enrolled Agent to review — never a filing position.

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Institutional kitInstitutional Kit

Video Director Prompt

Use this skill to write director-grade prompts for AI video generation, scaled to the length you actually need — a 10-second hero clip, a 1-minute sequence, or a 30-minute program. It brings shot language (framing, lens, motion, light, pacing) and, for longer pieces, decomposition into shots and scenes with continuity control. For turning an idea into a shot-specification a model can render, or planning a longer piece as a shot list. Not a guarantee of output, and never for cloning real people or copyrighted characters.

Download .md ↓
Institutional kitInstitutional Kit

Web3 Tokenomics

Use this skill when a token economy, launch roadmap, or DAO governance model needs a structured first-pass design and risk map before legal, financial, and tax counsel review. It drafts the model and flags where a design may trigger securities or other regulation — never a conclusion.

Download .md ↓
Institutional kitInstitutional Kit

Workplace Psychology

Use this skill when you need a structured, self-management first pass on a work-stress, conflict, or boundary situation — recognising burnout signals, preparing a difficult conversation, or setting a boundary. It organises the issues and routes clinical, safety, or HR/legal matters to qualified professionals.

Download .md ↓

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How to use one

01 · Download

Take the .md

Every card downloads a single plain-Markdown file. No account, no build step, no tracking.

02 · Load

Paste it into any assistant

Add it as a Claude Skill, paste it into a chat, or drop it into a local model's context. The consumer kit also binds to live machine contracts — see the MCP layer.

03 · Keep the guardrails

The honesty travels with the file

Each skill states what it is not and when to escalate to a human or a licensed professional. If a skill's guardrail conflicts with what you want, the guardrail wins — that is the design.