aibot88
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- ▌ Quickstart · aibot88 bundleZero to power user in one invoke — detects OS, installs Homebrew/apt/Node.js/Python, sets up Claude Code, authenticates skills-hub CLI, connects MCP servers, and installs recommended skills based on your project. Cross-platform (macOS, Linux, WSL). Idempotent. Use when: 'quickstart', 'setup machine', 'new machine setup', 'install everything', 'get started', 'onboard me', 'setup skills-hub', 'fresh install'.
- ▌ School Ops · aibot88 bundleAudit K-12 school operations, district management, and education administration software. Reviews master schedule building and constraint optimization, student course request scheduling with IEP service integration, staffing formula models and FTE allocation, class size management, Title I weighted per-pupil funding and comparability reporting, fund accounting and budget-to-actual variance, facility utilization and room capacity tracking, maintenance work order systems, transportation route optimization (multi-tier, special needs, McKinney-Vento), fleet and driver CDL compliance, enrollment forecasting (cohort survival, demographic analysis), IDEA special education IEP timeline management, Section 504 compliance, FERPA data privacy, and state and federal program reporting (Title I-III, Civil Rights Data Collection). Supports PowerSchool, Tyler Technologies, Frontline, and custom platforms.
- ▌ API Surface · aibot88 bundleMaps the entire API surface of a codebase -- route definitions, middleware chains, auth requirements, request/response types, deprecated endpoints, orphaned endpoints, and cross-endpoint inconsistencies. USE THIS SKILL WHEN: - You need a complete inventory of all API endpoints in a project - Someone asks "what endpoints do we have?" or "what does our API look like?" - You are onboarding to a new backend codebase and need to understand its API - You need to find orphaned, undocumented, or deprecated endpoints - Someone asks about API inconsistencies (different response shapes, auth gaps) - You are preparing for an API review, documentation sprint, or versioning migration - You need to understand endpoint dependencies before refactoring - A project has no OpenAPI spec and you need to generate one from code - You suspect there are endpoints without authentication or rate limiting TRIGGER PHRASES: "API surface", "list all endpoints", "API inventory", "endpoint map", "orphaned endpoints", "API inconsistencies", "u
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- ▌ Credit Risk · aibot88 bundleAudit credit risk modeling software for scoring algorithm accuracy, regulatory compliance (ECOA, FCRA, SR 11-7), bias and disparate impact testing, model governance lifecycle, and explainability. Covers logistic regression, GBM, neural net evaluation, protected class proxy detection, adverse action notice generation, SHAP/LIME explainability, champion-challenger frameworks, and PSI drift monitoring. Use when reviewing lending platforms, underwriting engines, credit scoring APIs, fintech decisioning systems, or any codebase that scores creditworthiness or generates approval/denial decisions.
- ▌ Game Launch · aibot88 bundlePre-launch quality gate for games: audit rendering and memory performance against platform budgets, run QA for crash-causing defects and platform certification blockers, review accessibility for CVAA and platform compliance, test security against cheating and save tampering, and evaluate UX for onboarding and settings completeness. Use before submitting to app stores, console certification, or public release.
- ▌ Google Chat · aibot88 bundleInteract with Google Chat - list spaces, send messages, read conversations, and manage DMs. Use when user asks to: send a message on Google Chat, read chat messages, list chat spaces, find a chat room, send a DM, or create a new chat space. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.
- ▌ Iiot Bridge · aibot88 bundleGenerate a production-grade Industrial IoT protocol bridge — OPC UA ↔ MQTT Sparkplug B, Modbus → MQTT, or direct PLC (Rockwell/Siemens/Beckhoff) → cloud (AWS IoT Core / Azure IoT Hub / GCP IoT / self-hosted HiveMQ). Output is real code with TLS / X.509 mutual auth, Sparkplug B lifecycle (NBIRTH/DBIRTH/DDATA/DDEATH), canonical topic schema, store-and-forward buffering for network drops, and a docker-compose test rig that runs end-to-end locally. TRIGGER on phrases like "OPC UA to MQTT", "Sparkplug B", "Modbus bridge", "industrial protocol bridge", "PLC to cloud", "IIoT gateway", "edge gateway", "device twin", "unified namespace", "UNS broker", "Ignition tag bridge", or any user describing a need to get plant-floor data into a cloud platform or unified namespace. Also trigger for OT/IT data convergence projects. The bridge is the single highest-friction integration in industrial software — this skill collapses 4-8 weeks of bespoke work into a generated scaffold.
- ▌ PPTX Author · aibot88 bundleBuild PowerPoint decks headless with python-pptx. Pairs with excel-author for model-backed decks where every number traces to a workbook cell. Use for pitch decks, IC memos, earnings notes.
- ▌ Venice Auth · aibot88 bundleAuthenticate to the Venice API with a Bearer API key or with an x402 / SIWE wallet. Covers header formats, the SIWE message fields, TTL and nonce rules, the venice-x402-client SDK, and how to choose between the two modes.
- ▌ Excel Author · aibot88 bundleBuild auditable Excel workbooks headless with openpyxl — blue/black/green cell conventions, formulas over hardcodes, named ranges, balance checks, sensitivity tables. Use for financial models, audit outputs, reconciliations.
- ▌ Fleet Safety · aibot88 bundleAnalyze fleet safety programs including driver behavior scoring, accident trend analysis, CSA BASIC score monitoring, DOT audit readiness, Hours of Service compliance, and drug and alcohol testing programs. Covers telematics event review, dashcam AI classification, preventability determinations, roadside inspection management, and risk mitigation ROI per FMCSA regulations and CSA methodology.
- ▌ Game Economy · aibot88 bundleAnalyze in-game economy systems including soft and hard currency source-sink balance, inflation projection modeling, loot table drop rate fairness and pity system evaluation, gacha probability disclosure, player marketplace health and price manipulation risks, pay-to-win power gap detection, economy stress testing for hoarder-whale-grinder-casual player archetypes, and currency exploit detection.
- ▌ Geo Optimize · aibot88 bundleGenerative Engine Optimization (GEO) / Answer Engine Optimization (AEO) — make a site citable by ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Generates llms.txt and llms-full.txt, fills schema.org coverage gaps (Organization, Person/Author, Article, Product, FAQPage, HowTo, BreadcrumbList), audits entity density (target 15+ recognized entities per pillar page → 4.8x AI Overview selection rate), tests AI crawler parity (fetches as GPTBot / PerplexityBot / OAI-SearchBot / ClaudeBot and confirms content visibility without JS), audits E-E-A-T author entity signals (Person → Organization → topic graph), and produces a prioritized GEO punch list. TRIGGER on "GEO", "generative engine optimization", "AEO", "answer engine optimization", "AI search optimization", "get cited by ChatGPT", "Perplexity citations", "AI Overviews", "llms.txt", "schema markup", "entity SEO", "topical authority", "AI search visibility". GEO is distinct from traditional SEO — invoke this skill whenever a user wants to be discov
- ▌ Laravel Enjoyer 2 · aibot88 bundleExpert Laravel 12.x assistant. Use this skill when generating Laravel code, views, controllers, migrations, and routes to ensure strict compliance with user-specific directory structures and conventions.
- ▌ Merger Model · aibot88 bundleBuild accretion/dilution (merger) models in Excel — pro-forma P&L, synergies, financing mix, EPS impact. Pairs with excel-author. Use for M&A pitches, board materials, or deal evaluation.
- ▌ Rural Health · aibot88 bundleAudit rural health network software for telehealth readiness, provider coverage mapping, patient transportation coordination, referral network optimization, Critical Access Hospital compliance, mobile clinic scheduling, and health equity metrics. Use when reviewing rural EHR systems, FQHC platforms, telehealth infrastructure, community health worker tools, HRSA-funded health systems, or remote care delivery networks.
- ▌ Audit Support · aibot88 bundleSupport SOX 404 compliance with control testing methodology, sample selection, and documentation standards. Use when generating testing workpapers, selecting audit samples, classifying control deficiencies, or preparing for internal or external audits.
- ▌ Auth Provider · aibot88 bundleSet up complete OAuth/SSO authentication with Google, GitHub, Apple, or SAML providers. Auto-detects your framework and configures the best auth library (NextAuth, Passport, Firebase Auth, Supabase, Clerk, Lucia, django-allauth). Includes session management, JWT token refresh, login/logout UI components, route protection middleware, and database schema updates. Use when you need OAuth login, social sign-in, SSO integration, authentication setup, login page, or user authentication.
- ▌ Contract Risk · aibot88 bundleAudit contract management codebases for clause extraction accuracy, obligation tracking completeness, risk scoring model quality, renewal management, SLA monitoring, liability exposure, force majeure handling, and IP assignment detection. Covers NLP/regex pattern evaluation, obligation state machines, financial exposure modeling, and audit trail compliance for SOX/GDPR. Use when reviewing legal tech, CLM platforms, procurement systems, or any software that parses, scores, or manages contracts.
- ▌ Crisis Triage · aibot88 bundleAudit emergency and crisis triage systems for call prioritization accuracy, resource dispatching algorithm quality, severity classification model evaluation, response time optimization, geographic coverage analysis, mutual aid protocol readiness, and post-incident review workflows. Covers CAD integration, GIS spatial indexing, queue management under resource constraints, demand forecasting, NFIRS/NEMSIS compliance reporting, and interagency interoperability. Use when reviewing 911 dispatch platforms, emergency management software, crisis hotline systems, disaster response tools, or any software that classifies incident severity and coordinates responder dispatch.
- ▌ Eviction Risk · aibot88 bundleAudit a tenant management system for eviction prevention and risk prediction. Evaluates payment pattern analysis and arrears tracking, early warning indicators (financial, behavioral, external), intervention trigger automation, pre-filing mediation workflows, emergency rental assistance integration (ERAP, LIHEAP), legal process tracking with jurisdiction-specific compliance (VAWA, SCRA), and outcome measurement. Use when building or reviewing property management platforms, affordable housing systems, or tenant services applications.
- ▌ Fullstack Dev · aibot88 bundleFull-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service, building todo app, building CRUD app, building real-time app, building chat app, Express + React, Next.js API, Node.js backend, Python backend, Go backend, designing service layers, implementing error handling, managing config/auth, setting up API clients, implementing auth flows, handling file uploads, adding real-time features (SSE/WebSocket), hardening for production. DO NOT TRIGGER when: pure frontend UI work, pure CSS/styling, database schema only.
- ▌ Game Security · aibot88 bundleGame-specific security review covering cheat prevention, exploit surfaces, and server authority. Audits client-side authority vulnerabilities (damage, health, currency, cooldown, movement speed), memory manipulation risks (value scanning, anti-debug, DLL injection), network security (packet tampering, replay attacks, speed hacking, MITM, DDoS resilience), save file integrity (encryption, checksums, cloud save abuse, config tampering, wallhacks), API and backend security (auth bypass, receipt validation, double-spend, botting, user enumeration), and anti-cheat architecture (server authority, statistical anomaly detection, client integrity, ban systems, shadow banning). Use for multiplayer, competitive, F2P economy, leaderboard, or single-player games with progression systems.
- ▌ Google Sheets · aibot88 bundleRead and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells, add data to Google Sheets, find a spreadsheet, check sheet contents, export spreadsheet data, or get cell values. Lightweight integration with standalone OAuth authentication supporting full read/write access.
- ▌ Housing Audit · aibot88 bundleEnd-to-end affordable housing compliance and risk audit: analyze property management and waitlist operations, predict eviction risk with early warning models, review Fair Housing Act and HUD regulatory compliance, and model rent burden and subsidy accuracy across the portfolio. Use when building or auditing a housing authority system, property management platform, Section 8 voucher program, LIHTC portfolio, or tenant services application.
- ▌ Mining Safety · aibot88 bundleAnalyze mining safety management systems including incident investigation quality (ICAM, TapRooT, BowTie analysis), hazard identification and risk register completeness, critical control verification per ICMM framework, occupational health exposure monitoring (respirable dust, silica, noise dosimetry), ground control and geotechnical safety (pit slope stability, underground support, tailings per GISTM), emergency preparedness and mine rescue capability, and regulatory compliance with MSHA 30 CFR, state WHS Acts, and ILO Convention 176.
- ▌ Rehab Therapy · aibot88 bundleAudit a rehabilitation or physical therapy platform end-to-end -- evaluate recovery metrics tracking (ROM, strength, balance, gait), patient-reported outcomes (DASH, LEFS, NDI, ODI, PROMIS), home exercise program personalization and compliance tracking, setback prediction with risk stratification and plateau detection, therapist scheduling and caseload balancing, insurance authorization and 8-minute rule CPT billing, and outcome-based care measurement with MIPS quality reporting. Covers outpatient orthopedic, inpatient rehab, sports medicine, neuro rehab, and telerehab settings.
- ▌ Training Path · aibot88 bundleAnalyze learning management and training pathway systems for prerequisite mapping, competency-based progression, adaptive sequencing, and credential stacking. Evaluates LMS platforms, SCORM/xAPI compliance, completion prediction models, learning outcome measurement against Bloom's taxonomy, ROI tracking, and workforce development program effectiveness.
- ▌ Wooyun Legacy · aibot88 bundleProvides web vulnerability testing methodology distilled from 88,636 real-world cases from the WooYun vulnerability database (2010-2016). Use when performing penetration testing, security audits, code reviews for security flaws, or vulnerability research. Covers SQL injection, XSS, command execution, file upload, path traversal, unauthorized access, information disclosure, and business logic flaws.
- ▌ Audit Trail 2 · aibot88 bundleGenerates audit trail infrastructure for entities. Implements IAuditable interface, EF Core SaveChanges interceptor, and automatic population of CreatedAt, UpdatedAt, CreatedBy, and UpdatedBy fields.
- ▌ Cleanup Sprint · aibot88 bundleDeep 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.
- ▌ Code Reviewing 2 · aibot88 bundleReview code for quality, security, and maintainability. Use after code changes are completed and ready for review.
- ▌ Compliance Ops · aibot88 bundleAnalyze compliance operations for regulatory change tracking, control mapping, policy management, audit readiness, and training compliance. Use when: 'audit compliance program', 'assess GRC platform', 'review regulatory change management', 'check control framework', 'evaluate policy lifecycle', 'audit readiness check', 'review SOX/HIPAA/GDPR controls', 'assess training compliance'.
- ▌ Content Filter 2 · aibot88 bundleFilter and classify AI research content for relevance, topic, and author category. Use for bulk triage of raw content before detailed claim extraction.
- ▌ Fintech Launch · aibot88 bundlePre-launch compliance and security gate for fintech apps: audit PCI DSS payment card handling, review financial API integrations for idempotency and error handling, evaluate fraud detection coverage, validate credit risk models for fairness, then run preflight checks. Use before launching a payments app, neobank, lending platform, BNPL product, or any money-movement system.
- ▌ Grid Optimizer · aibot88 bundleAnalyze smart grid and power distribution optimization code for power flow solver correctness, fault detection and restoration automation, distributed energy resource management, voltage regulation, SCADA integration, and cybersecurity posture. Use when reviewing utility ADMS/DMS software, DERMS platforms, microgrid controllers, or grid-edge computing systems.
- ▌ Lab Automation · aibot88 bundleAudit laboratory automation systems -- LIMS architecture, instrument connectivity (SiLA 2, OPC-UA, serial drivers), sample tracking and chain of custody, protocol workflow engines, data acquisition pipelines, and regulatory compliance (21 CFR Part 11 electronic records/signatures, GAMP 5 software categorization, ALCOA+ data integrity). Use when reviewing pharma, biotech, clinical, or research lab codebases with liquid handlers, plate readers, sequencers, or automated workcells.
- ▌ Lab Management · aibot88 bundleAudit laboratory management systems -- chemical inventory (SDS, GHS, CAS tracking), equipment lifecycle and calibration scheduling, safety compliance (OSHA 29 CFR 1910.1450, Chemical Hygiene Plans, biosafety levels), hazardous waste management (EPA 40 CFR 260-270), training record enforcement, and SOP/protocol version control. Use when reviewing university, corporate, or government lab software handling reagent tracking, instrument reservations, EH&S inspections, or waste stream classification.
- ▌ Performing Security Code Review 2 · aibot88 bundleThis skill enables Claude to conduct a security-focused code review using the security-agent plugin. It analyzes code for potential vulnerabilities like SQL injection, XSS, authentication flaws, and insecure dependencies. Claude uses this skill when the user explicitly requests a security audit, asks for a code review with a focus on security, or mentions security concerns related to code. The security-agent plugin then provides structured security findings with severity ratings, code locations, impact assessments, and remediation guidance.
- ▌ SEO Audit 2026 · aibot88 bundleComprehensive 2026 SEO audit covering classic technical SEO (crawl, render, index, Core Web Vitals with INP), on-page (titles, meta, headings, internal linking), content (topical authority, entity density), and the new mandatory layer — Generative Engine Optimization (GEO/AEO) for ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Produces a single prioritized report with P0–P3 items, fix code snippets, and a re-audit checklist. Replaces the older "SEO checklist" workflow — modern audits MUST cover AI crawler parity, llms.txt, schema depth, entity density, and E-E-A-T author entity, OR they'll grade well on Google and badly on the engines that drive 30%+ of zero-click answers in 2026. TRIGGER on "SEO audit", "site SEO check", "Core Web Vitals", "INP", "ranking issues", "crawl issues", "Google not indexing", "AI Overviews", "Lighthouse SEO", "site:visibility report", or any general "fix my SEO" prompt.
- ▌ Service Triage · aibot88 bundleAudit customer service triage systems for ticket routing, classification, and SLA compliance. Use when you need to evaluate ticket auto-classification accuracy, priority scoring models, skill-based routing logic, escalation pathways, sentiment analysis integration, SLA breach management, first-contact resolution rates, queue health, customer effort scoring, or resolution prediction. Covers Zendesk, Salesforce Service Cloud, Freshdesk, ServiceNow, and custom ticketing platforms using ITIL incident management frameworks.
- ▌ Tax Compliance · aibot88 bundleAudit corporate tax compliance systems across jurisdictions. Analyzes tax engine configuration (Avalara, Vertex, ONESOURCE), nexus determination and Wayfair economic nexus tracking, sales/use tax calculation accuracy, federal and state income tax compliance (book-to-tax adjustments, NOL, R&D credits, apportionment), ASC 740 tax provision automation (ETR, deferred tax, uncertain tax positions), transfer pricing documentation (OECD BEPS Pillar One/Two, GloBE rules, CbCR), and filing calendar management.
- ▌ Venice Augment · aibot88 bundleVenice augmentation endpoints for agent pipelines. Covers POST /augment/text-parser (extract text from PDF/DOCX/XLSX/plain text, multipart, up to 25MB, JSON or plain text response), POST /augment/scrape (fetch a URL and return markdown; blocks X/Reddit), and POST /augment/search (Brave ZDR or anonymized Google; structured title/url/content/date results, up to 20 per query). Privacy (zero data retention), rate limits, and error shapes.
- ▌ Warehouse Flow · aibot88 bundleAudit warehouse flow design and material movement -- evaluate pick path optimization algorithms, ABC velocity-based slotting compliance, zone configuration and boundary balancing, conveyor merge point and sortation system capacity, wave planning logic, and throughput bottleneck identification. Covers S-pattern and serpentine routing, golden zone placement, goods-to-person vs. pick-to-light vs. voice-directed picking, inbound-to-outbound flow path modeling, replenishment timing, Theory of Constraints drum-buffer-rope analysis, and labor planning with engineered standards for distribution centers and fulfillment operations.
- ▌ Skill Author 2 · aibot88 bundleMeta-skill para criar, editar, avaliar e otimizar skills do kit. Use quando adicionar nova skill, refatorar skill existente, ou medir qualidade de descoberta de skill (description triggering). Trigger em: "criar nova skill", "nova capacidade", "skill author", "skill creator", "editar skill", "avaliar skill", "skill eval", "otimizar description", "meta-skill", "kit governance".
- ▌ Compliance Gate · aibot88 bundleRuns a 4-phase compliance pipeline: security scan, GDPR audit, dependency vulnerability check, and penetration test, producing a unified pass/fail compliance report. Triggers on: "compliance check", "compliance gate", "run compliance", "pre-release compliance", "security and compliance", "compliance audit", "is this app compliant", "gdpr and security check", "full security audit", "compliance scan", "check compliance before release", "compliance review".
- ▌ Crypto News Ns3 · aibot88 bundleNo API key, instant access. Binance and CoinGecko use our data. AI reads 20+ crypto media outlets in real time and ranks every article by importance. Market sentiment indicators optimized for trading signals and trigger data. Breaking news, coin-level filters, and exchange listing news from CoinMarketCap, Coinbase, Bybit, OKX, Hyperliquid, and Robinhood. Bitcoin (BTC), Ethereum (ETH), Solana (SOL), XRP, Dogecoin (DOGE), BNB, stablecoin (USDT, USDC), DeFi, ETF news, and whale alerts. 16 languages. Four feeds: real-time crypto news ranked by AI, daily market briefing, top stories ranking, and breaking headlines. Built for trading bots, TradingView workflows, and AI agents. Use when the user asks about crypto news, portfolio updates, market briefings, breaking headlines, top stories, or news about specific coins.
- ▌ Database Review · aibot88 bundleReview database schema design, query patterns, and data access layer for correctness and performance. Checks normalization balance, index coverage against actual queries, constraint completeness (NOT NULL, FK, unique, check, defaults), data type correctness (money as DECIMAL not FLOAT, timestamps with timezone), N+1 query detection, connection pooling configuration, transaction safety, and migration hygiene. Supports PostgreSQL, MySQL, SQLite, MongoDB, Firestore, DynamoDB, and all major ORMs. Use when you need to review a database schema, find missing indexes, detect N+1 queries, audit data types, check constraint coverage, optimize query patterns, or assess database scaling readiness.
- ▌ Dependency Scan · aibot88 bundleScan project dependencies for known vulnerabilities (CVEs), auto-fix safe patches, and generate SBOM. Auto-detects all package managers in monorepos — npm (npm audit), yarn (yarn audit), pnpm (pnpm audit), pip/poetry (pip-audit), Cargo (cargo audit), Go modules (govulncheck), Maven (dependency-check), Gradle, Bundler (bundle audit), and Composer. Categorizes findings by severity (Critical/High/Medium/Low), dependency type (direct vs transitive), and fix availability. Applies safe patch-level fixes automatically, adds npm overrides or yarn resolutions for transitive vulnerabilities, flags major version bumps for manual review, and generates CycloneDX SBOM with license compliance checks (GPL, AGPL, LGPL flagging). Verifies fixes by re-scanning and running tests before committing.
- ▌ Dotnet Patterns · aibot88 bundle中文优先:用于dotnet模式相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Idiomatic C# and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust, maintainable .NET applications.
- ▌ Dynamic Pricing · aibot88 bundleAudit a dynamic pricing engine for revenue optimization and fairness. Evaluates price elasticity models, competitive intelligence feeds, promotional ROI, markdown optimization, price image management, and legal compliance including Robinson-Patman and price gouging regulations. Use when building or reviewing retail pricing systems, e-commerce price optimization, or revenue management platforms.
- ▌ Lease Optimizer · aibot88 bundleAudit commercial lease optimization software -- lease abstraction quality, rent optimization (market comparison, net effective rent, blend-and-extend modeling), ASC 842/IFRS 16 accounting compliance (ROU assets, lease liabilities, discount rate methodology, modification remeasurement), portfolio analytics (occupancy cost ratios, expiration profiles, concentration risk), and renewal vs. relocation strategy. Use when reviewing corporate real estate platforms, lease accounting systems (LeaseAccelerator, Visual Lease, Nakisa), or any codebase calculating present value of lease obligations or modeling rent scenarios.
- ▌ Legal Discovery · aibot88 bundleAudit e-discovery and litigation document review systems -- data collection pipelines (PST, MBOX, SharePoint, Slack), document processing (OCR via Tesseract/ABBYY, metadata extraction, deduplication), Technology Assisted Review (TAR 1.0/2.0/CAL with recall/precision tracking), privilege detection (attorney roster matching, keyword flagging, privilege log generation), PII redaction (SSN, credit card, HIPAA data with irreversible burn-in), production formatting (TIFF/PDF, Bates numbering, Concordance/Relativity load files), and defensibility audit trails (chain of custody, hash verification). Use when reviewing legal tech platforms, document review tools, or any codebase handling FRCP litigation holds, EDRM workflows, or court production sets.
- ▌ Medical Billing · aibot88 bundleAnalyze medical billing and revenue cycle management software including claims processing pipelines, EDI transaction handling (837P/837I/835/270/271/276/277), ICD-10 and CPT code validation with NCCI edit checking, payer rules engine configuration, denial management and appeal workflows, prior authorization tracking, charge capture completeness, AR aging analysis, underpayment detection, and compliance review for False Claims Act, No Surprises Act, and price transparency requirements.
- ▌ Peer Review Ops · aibot88 bundleAudit academic peer review operations -- reviewer matching algorithms, conflict of interest detection, turnaround time optimization, review quality scoring, and editorial workflow management. Covers COPE guidelines compliance, COI screening (co-authorship, affiliation, funding), blinding enforcement, reviewer pool health metrics, ORCID/CrossRef integration, and plagiarism detection workflows. Supports ScholarOne, Editorial Manager, OJS, and custom editorial platforms. Use when optimizing reviewer assignment, reducing manuscript turnaround, auditing COI detection, or evaluating COPE compliance.
- ▌ Risk Simulation · aibot88 bundleAudit risk simulation and decision support systems for Monte Carlo modeling quality, wargaming analysis, threat assessment, mission planning support, and course-of-action decision analysis. Use when reviewing probabilistic risk models, defense planning tools, cost-schedule risk engines, scenario simulators, or decision matrices built on DoD risk management and operational planning frameworks.
- ▌ Safety Training · aibot88 bundleAudit OSHA training compliance, certification expirations, competency tracking, and LMS integration. Use when you need to evaluate safety training programs, check ANSI Z490.1 compliance, analyze training effectiveness with Kirkpatrick levels, identify expired certifications, assess training needs gaps, review contractor training verification, or optimize training ROI. Covers forklift, confined space, LOTO, fall protection, respirator, hazmat, and all OSHA-mandated programs.
- ▌ Vehicle Routing · aibot88 bundleAnalyze vehicle routing and fleet optimization systems for route planning algorithms, multi-stop sequencing, time window constraints, and last-mile delivery performance. Evaluates VRP solver strategies (OR-Tools, OptaPlanner, VROOM), CVRP/VRPTW constraint handling, FMCSA hours-of-service compliance, load balancing, fleet utilization metrics, cost-per-delivery tracking, and dynamic re-routing for delivery and logistics operations.
- ▌ Compliance Suite · aibot88 bundleRuns a 5-phase enterprise compliance and security hardening pipeline: regulatory review, GDPR audit, SOC 2 evaluation, dependency scan, and penetration test with cross-framework control mapping. Triggers on: "full compliance suite", "enterprise compliance", "compliance suite", "SOC 2 and GDPR", "regulatory compliance", "multi-framework compliance", "compliance for regulated industry", "healthcare compliance audit", "fintech compliance", "prepare for audit", "compliance hardening", "security and regulatory review", "pre-audit preparation".
- ▌ Cran Extrachecks · aibot88 bundlePrepare R packages for CRAN submission by checking for common ad-hoc requirements not caught by devtools::check(). Use when: (1) Preparing a package for first CRAN release, (2) Preparing a package update for CRAN resubmission, (3) Reviewing a package to ensure CRAN compliance, (4) Responding to CRAN reviewer feedback. Covers documentation requirements, DESCRIPTION field standards, URL validation, examples, and administrative requirements.
- ▌ Defect Detection · aibot88 bundleAnalyze manufacturing defect detection and quality control systems — computer vision inspection pipelines, SPC control charts, Six Sigma process capability (Cp/Cpk), defect classification taxonomies, root cause analysis tooling, and measurement system analysis. Audit QC codebases for detection accuracy, false reject rates, statistical rigor, and traceability compliance.
- ▌ Design Normalize · aibot88 bundleNormalize a codebase to its design system — replace hardcoded values with tokens, enforce consistent component usage, align spacing/typography/color with the established system. Makes every screen look like it belongs. Use when: 'normalize the UI', 'enforce design system', 'make it consistent', 'align to design tokens', 'unify the design', 'design system compliance', 'style consistency'.
- ▌ Ethical Sourcing · aibot88 bundleAudit a supply chain compliance system for ethical sourcing and labor rights. Evaluates supplier audit programs (SMETA, BSCI), forced labor due diligence (UFLPA, Modern Slavery Act), environmental impact tracking (ZDHC, GHG Protocol), certification management (WRAP, SA8000, OEKO-TEX, GOTS, GRS, Higg Index), corrective action workflows, and multi-tier supply chain transparency. Use when building or reviewing supply chain compliance platforms, ESG reporting systems, or textile/garment sourcing tools.
- ▌ Founder Playbook · aibot88 bundleDecision validation and thinking frameworks for startup founders. Use when you need to pressure-test a decision, validate your next steps, think through strategic options, or sanity-check your approach. Triggers on phrases like "should I", "help me think through", "is this the right move", "validate my thinking", "what am I missing". Covers fundraising, customer development, runway management, prioritization, and crypto/web3 founder challenges.
- ▌ Game Performance · aibot88 bundleAnalyze game code for performance bottlenecks including draw call batching and overdraw, shader complexity and LOD strategy, per-frame GC allocation pressure, object pooling gaps, physics timestep and collision matrix tuning, spatial partitioning for entity queries, async scene loading and asset streaming, mobile thermal throttling, WebGL bundle size, and frame budget compliance for 30/60/90 FPS targets on Unity, Unreal, and Godot engines.
- ▌ Grant Management · aibot88 bundleAnalyze grant management and sponsored research operations including proposal lifecycle tracking, pre-award routing and budget development, post-award expenditure monitoring and burn rate analysis, 2 CFR 200 Uniform Guidance cost allowability enforcement, effort certification and salary cap compliance, F&A indirect cost rate application and MTDC exclusions, sub-award financial monitoring, SF-425 federal financial reporting, Single Audit SEFA preparation, and NSF PAPPG and NIH GPS sponsor-specific terms.
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- ▌ Healthcare Audit · aibot88 bundleComprehensive healthcare system compliance and security audit: review HIPAA Privacy and Security Rule adherence, check HITECH and 21st Century Cures Act obligations, validate clinical data integrity for HL7 FHIR and patient safety, then audit infrastructure security with PHI-specific focus. Use when building or auditing an EHR, patient portal, telehealth platform, clinical decision support system, or any application handling protected health information.
- ▌ Insurance Claims · aibot88 bundleAnalyze an insurance claims processing system for lifecycle completeness, straight-through processing automation, fraud detection coverage, reserve estimation methodology, subrogation recovery workflows, and regulatory compliance with state prompt payment laws. Use when building or auditing claims platforms (auto, property, liability, workers comp, health), evaluating FNOL intake, or assessing SIU referral logic.
- ▌ Integration Test · aibot88 bundleGenerate integration tests for APIs, databases, and external services. Auto-detects backend stack (Express, Fastify, NestJS, Django, FastAPI, Rails, Go), ORM (Prisma, TypeORM, SQLAlchemy, GORM), and database (PostgreSQL, MongoDB, Firestore), then creates tests covering endpoint CRUD, auth flows, DB transactions, and external service failures with proper fixtures and mocks. Self-heals failing tests up to 3 iterations. Use when you need to test API endpoints end-to-end, verify database operations, test service interactions, or validate auth and error handling.
- ▌ Lease Compliance · aibot88 bundleAudit commercial lease compliance systems -- CAM reconciliation accuracy (pro-rata share, caps, admin fees), lease abstraction completeness, critical date tracking and deadline alerting, clause compliance monitoring (insurance certificates, permitted use, co-tenancy), tenant obligation enforcement, and ASC 842/IFRS 16 lease accounting (ROU assets, lease liabilities, discount rates). Use when reviewing CRE property management software, lease administration platforms (Yardi, MRI, CoStar), or any codebase handling NNN leases, tenant billing, or lease portfolio analytics.
- ▌ Mobile Analytics · aibot88 bundleAnalyze mobile app analytics implementation including event tracking completeness and naming conventions, SDK configuration audit (Firebase Analytics, Amplitude, Mixpanel, PostHog), attribution tracking with AppsFlyer/Adjust/Branch and SKAdNetwork conversion values, funnel analysis readiness for onboarding and conversion flows, crash monitoring setup (Crashlytics, Sentry) with symbolication and alerting, feature flag evaluation logging, retention cohort signal detection, and privacy compliance verification for App Tracking Transparency (ATT), GDPR consent, App Privacy Nutrition Labels, and Play Store Data Safety forms.
- ▌ Player Analytics · aibot88 bundleAudit game analytics and telemetry implementation -- event tracking completeness, FTUE and monetization funnel coverage, retention metric infrastructure, A/B testing framework, heatmap data collection, churn prediction signals, and LTV modeling support. Covers Firebase Analytics, Unity Analytics, GameAnalytics, Amplitude, Mixpanel, Adjust, and custom pipelines. Use when verifying event tracking coverage, debugging missing funnel steps, auditing A/B test variant assignment, checking for PII in analytics events, or evaluating GDPR/COPPA compliance of tracking code.
- ▌ Nullcost Search 2 · aibot88 bundleSearch the Nullcost provider catalog by keyword or plain-English asks like cheap auth service, free-tier hosting, or good value Postgres. Use as a slash command when the user wants `/nullcost-search`. Do not use this for domain/registrar/TLD prompts.
- ▌ Rehab Scheduling · aibot88 bundleAudit a rehabilitation scheduling system -- evaluate therapist productivity and utilization rates, PTA/COTA supervision compliance, patient flow and no-show management, equipment and treatment room allocation, insurance authorization tracking with expiration alerts, CMS therapy cap monitoring (KX modifier thresholds), payer-specific visit limits, session frequency optimization, and multi-discipline coordination for PT, OT, and SLP. Covers WebPT, Clinicient, TheraOffice, Net Health, and custom EMR scheduling engines.
- ▌ Rights Explainer · aibot88 bundleAudit legal information systems that explain rights to the public, evaluating plain-language accuracy, jurisdiction-specific content correctness, reading level appropriateness targeting 5th-8th grade, multilingual support, WCAG accessibility compliance, and content update workflows when laws change. Use when reviewing legal aid websites, self-help law portals, court information systems, tenant rights platforms, or government benefits explainers.
- ▌ Staff Scheduling · aibot88 bundleAudit workforce scheduling systems for labor optimization and compliance. Use when you need to evaluate labor demand forecasting accuracy, shift generation and optimization algorithms, skill-based staff routing, FLSA overtime compliance, predictive scheduling law compliance (OR, NYC, Chicago, Seattle), union CBA shift bidding rules, real-time schedule adjustments (call-outs, flex staffing, VTO), cross-training ROI, or labor cost as percentage of revenue. Covers UKG/Kronos, ADP, Workday, Deputy, HotSchedules, and custom WFM platforms across hospitality, healthcare, retail, and service industries.
- ▌ Store Compliance · aibot88 bundlePre-submission audit for Apple App Store and Google Play Store compliance. Checks App Store Review Guidelines (safety, performance, business, design, legal sections) and Google Play Developer Policies (user data, permissions, deceptive behavior, monetization, store listing, content). Reviews In-App Purchase and Play Billing requirements, privacy policy and data collection disclosure, App Tracking Transparency and PrivacyInfo.xcprivacy privacy manifests, iOS App Privacy nutrition labels, Android Data Safety section accuracy, COPPA and GDPR-K children's data protections, permission justification (camera, location, microphone, contacts, background location), iOS background modes and entitlement validation, foreground service types, content rating IARC verification, UGC moderation requirements, account deletion mandate, third-party SDK data collection disclosure, and metadata accuracy (screenshots, description, category).
- ▌ Teacher Workload · aibot88 bundleEvaluate edtech tools for their real impact on teacher time and administrative burden. Analyzes grading automation (auto-scoring, rubric-based feedback, batch workflows), lesson planning efficiency (template reuse, standards auto-tagging, pacing guide integration), parent communication systems (automated notifications, translation, conference scheduling), administrative task reduction (single-entry data flow, IEP/504 accommodation surfacing, compliance documentation), report generation (report cards, progress reports, data dashboards), and time-on-task optimization across platforms like Canvas, Schoology, PowerSchool, and Google Classroom.
- ▌ Therapy Outcomes · aibot88 bundleEvaluate therapy outcome measurement systems for rehabilitation and physical therapy. Analyzes functional improvement scoring (MCID, MDC, risk-adjusted residuals), treatment effectiveness comparison by therapist, diagnosis, and facility with case-mix adjustment, discharge readiness prediction (plateau detection, visit utilization trending), patient satisfaction correlation with clinical outcomes, and quality reporting compliance (CMS MIPS, CARF accreditation) using FOTO, AM-PAC, OPTIMAL, DASH, LEFS, ODI, and PHQ-9 outcome instruments.
- ▌ Hooks Manager 2 · aibot88 bundleDetect project tech stack and configure Claude Code hooks for mechanical enforcement of linting and security rules. Use this skill when a user wants to set up hooks, configure auto-linting, add security guards, or move from advisory CLAUDE.md rules to mechanical enforcement.
- ▌ Carbon Accounting · aibot88 bundleAnalyze 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".
- ▌ Commodity Pricing · aibot88 bundleAnalyze commodity pricing and trading systems including forward curves, option models, position management, risk metrics, and regulatory reporting. Use when: 'review pricing models', 'audit trading system', 'evaluate VaR implementation', 'check commodity risk management', 'assess ETRM system', 'review derivatives valuation', 'analyze energy trading platform', 'evaluate hedge accounting'.
- ▌ Create Auth Skill 2 · aibot88 bundleSkill for creating auth layers in TypeScript/JavaScript apps using Better Auth.
- ▌ Defi Amm Security · aibot88 bundle中文优先:用于DeFiAMM安全相关任务,帮助识别、设计、实现或验证对应工作流。English keywords: Security checklist for Solidity AMM contracts, liquidity pools, and swap flows. Covers reentrancy, CEI ordering, donation or inflation attacks, oracle manipulation, slippage, admin controls, and integer math.
- ▌ Energy Compliance · aibot88 bundleAudit energy utility software for NERC CIP cybersecurity, FERC market and tariff compliance, EPA emissions and CEMS reporting, renewable portfolio standards (RPS/REC tracking), pipeline safety (49 CFR 192/195), SCADA security, carbon market compliance, and state PUC/ISO/RTO requirements. Use when reviewing power generation, transmission, distribution, pipeline, renewable, EV charging, or energy trading codebases.
- ▌ Energy Efficiency · aibot88 bundleAudit a manufacturing energy management system for monitoring quality, cost optimization, and compliance. Evaluates power metering infrastructure, energy baseline and EnPI calculations, peak demand management and load shifting, renewable energy and battery storage integration, GHG Protocol carbon footprint tracking (Scope 1/2/3), energy cost optimization, and ISO 50001 compliance. Use when building or reviewing industrial energy platforms, building management systems, or sustainability reporting tools.
- ▌ Energy Simulation · aibot88 bundleBuilding energy simulation and analysis for construction. Calculate heating/cooling loads, evaluate envelope performance, optimize HVAC sizing, and ensure energy code compliance.
- ▌ Facilities Energy · aibot88 bundleAudit commercial building energy performance including HVAC optimization, ENERGY STAR scoring, utility cost analysis, demand response readiness, and sustainability compliance. Covers BMS/BAS systems, EUI benchmarking against CBECS and ASHRAE 90.1, lighting and plug load efficiency, on-site renewables, and local building performance standards like NYC LL97, Boston BERDO, and DC BEPS.
- ▌ Fleet Maintenance · aibot88 bundleAnalyze fleet maintenance programs for preventive maintenance scheduling effectiveness, parts inventory forecasting, vehicle downtime minimization, total cost of ownership modeling, and telematics integration. Covers DOT annual inspections, FMCSA DVIR requirements, ELD mandate compliance, condition-based maintenance from fault codes, PM compliance rates, and TCO replacement analysis.
- ▌ Game Monetization · aibot88 bundleAnalyze game monetization implementations including IAP purchase flow and server-side receipt validation, ad mediation waterfall and rewarded video placement, subscription lifecycle and grace period handling, battle pass XP progression, loot box probability disclosure for regulatory compliance, regional pricing tiers, COPPA and GDPR consent, refund revocation, anti-predatory pattern detection, and revenue conversion optimization.
- ▌ Impactful Writing · aibot88 bundleWrite clear, emotionally resonant, and well-structured content that readers remember and act upon. Use when writing or editing any text—Twitter posts, articles, documentation, emails, comments, updates—for maximum clarity, engagement, and impact.
- ▌ Incident Tracking · aibot88 bundleAnalyze a workplace safety incident tracking system for incident classification accuracy, root cause analysis depth, OSHA 300 log recordkeeping compliance, trend analysis capabilities, and leading indicator identification. Evaluates against ANSI Z10, ISO 45001, and OSHA 29 CFR 1904 standards. Use when building EHS software, auditing safety management systems, evaluating incident investigation quality, or preparing for OSHA inspections.
- ▌ Mls Listing Craft · aibot88 bundleGenerate MLS-compliant property listing copy in five length variants (tagline, MLS-short ≤250 char, MLS-long ≤4000 char, marketing description ~600-800 words, social caption) PLUS schema.org RealEstateListing JSON-LD for SEO/AEO syndication. Auto-runs HUD Fair Housing Act compliance check (catches discriminatory language patterns — "perfect for families", "walking distance", "exclusive", "safe neighborhood", "Christian community", etc.). TRIGGER on phrases like "MLS listing", "property listing description", "listing copy", "real estate description", "Zillow listing", "compelling listing", "write the listing", "MLS remarks", "marketing copy for [property]", "open house copy". Saves agents 30-60 minutes per listing — and prevents the fair-housing violations that cost agents licenses.
- ▌ Permit Compliance · aibot88 bundleAudit construction permit tracking, building code compliance, and inspection management software. Reviews permit lifecycle workflows (building, electrical, plumbing, mechanical, demolition, zoning, certificate of occupancy), IBC code reference systems, ADA and Fair Housing accessibility checks, fire and life safety compliance, NEPA and CWA environmental review, stormwater NPDES/SWPPP tracking, LEED and ENERGY STAR sustainability, plan review and RFI management, submittal workflows, inspector scheduling and coordination, and jurisdiction-specific regulatory reporting. Supports Procore, PlanGrid, e-Builder, Accela, Tyler Technologies, and custom platforms.
- ▌ Pharma Compliance · aibot88 bundleAudit pharmaceutical regulatory compliance -- inspection readiness, CAPA system effectiveness, change control pipeline, data integrity (ALCOA+), and validation lifecycle tracking. Covers FDA 21 CFR 210/211, EU GMP Annexes, ICH Q7-Q12, WHO Prequalification, and PIC/S guidelines. Evaluates 483 observation history, SOP currency, equipment qualification, training matrices, and compliance gap remediation. Use when preparing for FDA or EMA inspection, assessing CAPA closure rates, evaluating change control backlogs, or auditing data integrity per 21 CFR Part 11.
- ▌ Rights Management · aibot88 bundleAudit content licensing and rights management systems for territory and window tracking, royalty calculation accuracy, rights clearance workflows, and contract compliance across music, film, television, and digital media. Use when reviewing media distribution platforms, royalty engines, music publishing systems, sync licensing tools, or content catalog management using DDEX standards and ASCAP/BMI/SESAC frameworks.
- ▌ Safety Compliance · aibot88 bundleAudit workplace safety compliance systems for OSHA regulatory gap analysis, inspection readiness assessment, permit-to-work management, lockout/tagout program compliance, confined space entry procedures, and electrical safety evaluation. Use when reviewing EHS platforms, safety management software, permit systems, industrial hygiene tools, or compliance tracking against OSHA 29 CFR 1910/1926, NFPA 70E, and ANSI standards.
- ▌ Politique Lanceur Alerte Malik Taiar · aibot88 bundleGuide pour (a) évaluer la conformité d'un dispositif lanceur d'alerte existant ou (b) rédiger une politique de signalement conforme sur la base d'un template fourni. Couvre la Directive UE 2019/1937, la loi Sapin II modifiée (Waserman 2022), le décret 2022-1284, le référentiel CNIL, les spécificités fonction publique et le devoir de vigilance.