Skills Hub skills

Scan a codebase for broken links — dead URLs in Markdown/HTML, broken file references, invalid import paths, stale anchor links, and broken cross-doc references — then auto-fix what it can: replace dead URLs with Wayback Machine archives, update moved file paths via git history, remove anchors that no longer exist, and flag what needs human review. Self-healing: learns fix patterns and improves over iterations. Use when: 'fix broken links', 'check links', 'dead links', 'broken urls', 'link rot', 'fix references', 'validate links', 'stale links', 'broken imports'.

Turn a design into production-quality frontend code: extract a design system with tokens and components, make layouts responsive across breakpoints, add dark mode with WCAG-compliant theming, then run a UX audit to validate everything. Use when implementing UI from Figma, adding theming, making an app responsive, or overhauling frontend design consistency.

Security audit and vulnerability assessment for any codebase. Scans for authentication bypasses, missing auth middleware, broken JWT validation (algorithm confusion, weak secrets, missing expiry), OAuth state and PKCE flaws, IDOR and horizontal privilege escalation, vertical privilege escalation via role manipulation, SQL injection, NoSQL injection, XSS (stored, reflected, DOM), command injection, path traversal, SSRF, CSRF, hardcoded secrets and API keys (sk_live_, AKIA, ghp_), .env and credential file exposure, PII leaking in logs and error responses, overfetching sensitive fields, CORS misconfiguration, session fixation, missing secure/httpOnly/sameSite cookie flags, and Firebase/Firestore rule weaknesses. Produces a severity-ranked findings report with exploit scenarios and fix recommendations. Covers OWASP Top 10.

Pre-deploy verification gate. Checks git status, build, tests, migrations, secrets, and commit conventions. Reports READY or NOT READY. Read-only, no changes. Trigger words: preflight, pre-deploy check, ready to deploy, deployment checklist.

HTML-first hi-fi design skill: interactive prototypes, slide decks, animation demos, design variant exploration, visual direction advising, and expert critique. Triggers: make a prototype, design demo, interactive prototype, HTML presentation, animation demo, design variants, hi-fi design, UI mockup, prototype, design exploration, make an HTML page, make a visualization, app prototype, iOS prototype, mobile app mockup, export MP4, export GIF, 60fps video, design style, design direction, design philosophy, color scheme, visual style, recommend style, pick a style, make it look good, review, does this look good, review this design. Core capabilities: Junior Designer workflow (show assumptions+reasoning+placeholders first, then iterate), anti-AI-slop checklist, React+Babel best practices, Tweaks variant switching, Speaker Notes presentation, Starter Components (slide shell/variant canvas/animation engine/device frames), App prototype rules (default real images from Wikimedia/Met/Unsplash,

Reconstructs the development cycle from git history, distills sequential/parallel patterns, and produces actionable insights for improving future iterations. Triggers: recall, retrospective, development analysis, what happened, dev cycle analysis.

Deep codebase cleanup — kills dead code, fixes all lint/format warnings, removes orphaned files, cleans stale TODOs, strips security hazards, tightens TypeScript strict mode, and organizes imports. Triggers on: clean up, dead code, unused imports, lint, technical debt cleanup, spring cleaning, tidy up the codebase, remove dead code, code hygiene, declutter.

Scaffold a production-ready native Android app -- generate a complete Kotlin project with Jetpack Compose UI, MVVM architecture, Hilt dependency injection, Room database with offline-first caching, Retrofit and OkHttp networking with auth interceptors, Firebase push notifications with notification channels, Material 3 theming with dynamic color and design tokens, EncryptedSharedPreferences for secure storage, NavHost navigation with typed routes, build variants (debug, staging, release) with per-environment API URLs, Gradle version catalog (libs.versions.toml), ProGuard/R8 rules, and Vitest unit and Compose UI test setup. Build an Android app, create Android project, generate Kotlin app, native mobile app scaffold.

Review API design against REST best practices and internal consistency. Audits naming conventions, HTTP method semantics, status code correctness, pagination and filtering patterns, error response format, versioning strategy, rate limiting, idempotency keys, HATEOAS links, and content negotiation. Works with Express, Fastify, Hono, Flask, Django REST, Spring, Rails, Gin, and any HTTP API framework. Use when you need to review an API, audit REST endpoints, check API consistency, fix HTTP status codes, add pagination, or prepare an API for public release.

Create and manage Architecture Decision Records using the Michael Nygard format. Supports new ADR creation, retrospective analysis to document existing decisions, superseding, deprecating, and index generation. Use when you need to document architecture decisions, record technical choices, explain why a technology was chosen, or create decision logs.

Create a reusable, self-healing, self-evolving global skill — either from the current conversation context OR from a plain-language description of a workflow. Triggers on: 'turn this into a skill', 'make a skill from this', 'skillify this', 'capture this as a skill', 'save this workflow as a skill', 'create a skill for this', 'make this repeatable', 'skill this up', 'build me a skill that does X', 'I want a skill for Y', or any time a workflow just played out and the user wants to preserve it. Invoke even if the user only hints at wanting to reuse what just happened.

Full-spectrum product research pipeline. Runs competitive analysis, technology trend scouting, user feedback analysis, and feature ideation. Trigger on: research, competitive research, market research, feature discovery, what should we build next, technology trends, user feedback, app store reviews, GitHub issues analysis, competitive landscape, product strategy.

Write human-sounding, SEO-optimized blog posts for skills-hub.ai. Use when: 'write a blog post', 'draft a post', 'update blog', 'blog about', 'write about'. Supports styles: tutorial, deep_dive, opinion, listicle, case_study.

Architect-level story review and implementation validation with domain consistency analysis. Use with a story to get design feedback before coding, or on a branch to validate completeness after coding.

Generate comprehensive unit tests with edge cases, error paths, and boundary values. Auto-detects test framework (Vitest, Jest, pytest, go test, flutter_test, RSpec, cargo test, JUnit), scans for untested functions by priority, adopts existing test conventions, generates tests with proper mocks, runs them, and self-heals failures in up to 3 iterations. Measures coverage before and after. Use when you need to add unit tests, increase code coverage, test edge cases, or verify error handling paths.

Audit government benefits and entitlement systems for fraud prevention, detection, and recovery capabilities. Assesses identity proofing (document verification, SSA cross-match, biometrics, NIST 800-63 IAL levels), synthetic and stolen identity detection, deceased and incarcerated person checks, duplicate applicant matching (fuzzy, probabilistic, Soundex/metaphone), cross-program and cross-jurisdiction benefit matching, income verification (state wages, IRS 1075, new hire reporting), anomaly detection (statistical outliers, behavioral analytics, geographic clustering, ML model bias testing), rule-based fraud scoring, EBT usage pattern analysis, provider and vendor billing fraud, overpayment calculation and recovery (recoupment, Treasury offset, hardship waivers), investigation case management, whistleblower hotline integration, and due process safeguards (notice, hearing rights, demographic bias analysis). Covers cash assistance, SNAP, Medicaid, housing, energy, and childcare programs.

Analyze carbon accounting and emissions tracking software for Scope 1/2/3 calculation accuracy, GHG Protocol compliance, offset verification, supply chain emissions, reporting standards (CDP, TCFD, GRI, SASB, SEC), reduction target tracking, and audit trail integrity. USE THIS SKILL WHEN: user mentions carbon accounting, emissions tracking, GHG Protocol, Scope 1/2/3 emissions, carbon offsets, CDP reporting, TCFD, sustainability reporting, carbon footprint calculation, science-based targets, or ESG emissions data. Trigger phrases: "analyze carbon accounting", "emissions calculation review", "GHG Protocol compliance check", "Scope 3 analysis", "offset verification audit", "CDP reporting readiness", "TCFD alignment review", "carbon reduction target tracking", "emissions audit trail", "sustainability reporting gap analysis".

Analyze caregiver coordination platforms for scheduling optimization, task assignment, handoff communication, family/professional caregiver integration, care plan compliance, burnout prevention, and documentation workflows. USE THIS SKILL WHEN: user mentions caregiver scheduling, home care coordination, care team management, shift handoffs, caregiver burnout, EVV (Electronic Visit Verification), home health task tracking, family caregiver support, or care plan compliance monitoring. Trigger phrases: "analyze caregiver platform", "scheduling optimization for caregivers", "handoff communication review", "caregiver burnout detection", "care plan compliance audit", "task assignment efficiency", "home care coordination analysis", "EVV integration review", "caregiver workload balancing", "shift coverage gap analysis".

Analyzes audit readiness systems for internal control testing, evidence collection workflows, statistical sampling methodology, audit finding documentation, and remediation tracking using PCAOB, ISA, and SOX compliance frameworks. USE THIS SKILL WHEN: - You are preparing for an internal or external audit and need a readiness assessment - Someone asks about SOX compliance, control testing, or audit evidence management - You need to evaluate sampling methodology (statistical vs. judgmental) - A project involves GRC platforms (AuditBoard, Workiva, MetricStream, TeamMate) - You are reviewing control design or operating effectiveness testing procedures - Someone mentions material weakness, significant deficiency, or PCAOB standards - You need to assess remediation tracking for open audit findings - IT general controls (ITGC) need evaluation (access management, change management) - Finding documentation quality is poor or repeat findings keep occurring - You need to verify evidence collectio

Analyze bookkeeping automation systems for transaction categorization, bank reconciliation, AP/AR efficiency, chart of accounts optimization, and month-end close using GAAP and double-entry accounting patterns. USE THIS SKILL WHEN: user mentions bookkeeping, accounting automation, bank reconciliation, accounts payable, accounts receivable, chart of accounts, month-end close, transaction categorization, QuickBooks, Xero, general ledger, or double-entry accounting. Trigger phrases: "analyze bookkeeping", "audit accounting system", "reconciliation review", "AP automation analysis", "AR collections review", "month-end close optimization", "chart of accounts cleanup", "categorization accuracy", "accounting workflow audit".

Analyze budget allocation systems for departmental budgeting, variance analysis, rolling forecasts, zero-based budgeting, and capital allocation using FP&A frameworks and driver-based planning methodologies. USE THIS SKILL WHEN: user mentions budget planning, variance analysis, rolling forecasts, zero-based budgeting, capital allocation, FP&A, departmental budgets, cost center analysis, forecast accuracy, or budget vs actuals. Trigger phrases: "analyze budget process", "variance analysis review", "forecast accuracy audit", "zero-based budgeting assessment", "capital allocation review", "budget system evaluation", "FP&A workflow analysis", "departmental budget review", "improve forecast accuracy".

Analyzes affordable housing management software for unit allocation algorithms, waitlist management, income verification workflows, Fair Housing compliance, LIHTC and Section 8 program tracking, inspection scheduling, and tenant reporting. USE THIS SKILL WHEN: - You are reviewing housing management software or tenant management systems - Someone asks about Section 8, LIHTC, or public housing program compliance - You need to audit unit allocation algorithms for fairness or bias - A project involves waitlist management, income verification, or rent calculations - You are evaluating HUD compliance (50058, EIV, PIC submissions) - Someone mentions Fair Housing, reasonable accommodation, or protected class handling - You need to review HQS/NSPIRE inspection tracking or abatement workflows - A codebase handles tenant eligibility, subsidy calculations, or housing vouchers TRIGGER PHRASES: "affordable housing", "Section 8", "LIHTC", "public housing", "waitlist management", "income verification"

Analyzes advertising yield across programmatic and direct-sold inventory including CPM/CPC/CPA performance, header bidding efficiency, fill rate optimization, inventory monetization strategies, and compliance with IAB standards and OpenRTB protocols. USE THIS SKILL WHEN: - You need to audit ad revenue performance or diagnose yield drops - Someone asks about header bidding configuration or Prebid.js optimization - You are analyzing fill rates, eCPM trends, or ad unit performance - A project involves programmatic advertising, SSP integration, or ad serving - You need to verify ads.txt, sellers.json, or supply chain compliance - Someone mentions CPM floors, bid density, or auction dynamics - You are evaluating ad quality controls, viewability, or ad-related UX impact - A codebase integrates Google Ad Manager, AdMob, Prebid, or any SSP TRIGGER PHRASES: "ad yield", "eCPM", "fill rate", "header bidding", "Prebid", "programmatic ads", "ad monetization", "CPM optimization", "ad revenue", "ads.

Analyze government benefits processing software for eligibility determination, application workflow efficiency, document verification, error rates, appeal tracking, multi-program coordination, and ADA/Section 508 compliance. USE THIS SKILL WHEN: user mentions benefits eligibility, SNAP, Medicaid, TANF, WIC, government assistance programs, social services software, eligibility rules engine, caseworker workflow, benefits application processing, or Section 508 accessibility. Trigger phrases: "analyze benefits system", "eligibility determination review", "benefits processing audit", "government program compliance", "caseworker workflow analysis", "appeal tracking review", "benefits application efficiency".