bio-read-qc-adapter-trimming
Remove sequencing adapters from FASTQ files using Cutadapt and Trimmomatic. Supports single-end and paired-end reads, Illumina TruSeq, Nextera, and custom adapter sequences. Use when FastQC shows adapter contamination or before alignment of short reads.
patterns/adapter
Adapter (Wrapper) Pattern pattern for C development
adapting-transfer-learning-models
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Adaptive Bitrate Streaming
Automatically adjusting video quality based on network conditions using HLS, DASH protocols and player implementation for smooth playback and optimal user experience.
adaptive-guardrail-calibrator
Calibrate guardrail thresholds from live hardware telemetry and emit environment presets. Use when thresholds are hand-tuned or drift with hardware changes.
adaptive-rejection-sampler
Guidance for implementing adaptive rejection sampling (ARS) algorithms for generating random samples from log-concave probability distributions. This skill should be used when tasks involve implementing ARS, rejection sampling, or Monte Carlo methods that require sampling from custom probability distributions, particularly in R or other statistical computing languages.
adaptive-temporal-analysis-integration
Integrate adaptive temporal analysis for drift detection.
adaptive-ux-scheduling
Adapt UI scheduling behavior dynamically based on runtime conditions and user context.
adaptive-workflows
Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations, creates custom templates, and builds a personal knowledge base. Use to learn from experience and optimize your LLM workflows over time.
adaptyv
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.
add-awesome-tool
This skill should be used when analyzing a link to an AI tool and adding it to the awesome-ai-tools readme with proper categorization
admin-infra-oci
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adb-android-control
Comprehensive Android device control via ADB (Android Debug Bridge). Use when user asks about: Android device management, app installation/uninstallation, APK operations, package management, file transfer (push/pull), screenshots, screen recording, input simulation (tap/swipe/text/keyevents), shell commands, logcat viewing, device info (battery/memory/storage), automation scripts, wireless ADB connection, scrcpy mirroring. Keywords: adb, android, phone, tablet, device, apk, install app, uninstall app, screenshot, screen record, tap, swipe, type text, keyevent, logcat, push file, pull file, shell, package, activity, intent, broadcast, dumpsys, getprop, settings, input, sendevent, monkey, am start, pm list, device info, battery status, wireless adb, connect device.
adb-bypass
PlayIntegrityFork bypass verification and validation for Play Integrity spoofing detection
adb-device-testing
Use when testing Android apps on ADB-connected devices/emulators - UI automation, screenshots, location spoofing, navigation, app management. Triggers on ADB, emulator, Android testing, location mock, UI test, screenshot walkthrough.
adb-karrot
Karrot app automation with AI Vision - bypass Play Integrity and LIAPP detection, login, and interaction workflows with Claude Vision API integration
adb-magisk-installer
Complete Magisk system installation - from initial app setup to full system integration
adb-magisk
Magisk Manager automation - app launching, module installation, Zygisk configuration
adb-navigation-base
Base navigation patterns for Android device automation - gestures, waits, and UI interaction
adb-screen-detection
Screen understanding with OCR and template matching for Android device automation
adb-uiautomator
Semantic UI element detection via uiautomator2
adb-workflow-orchestrator
TOON workflow orchestration engine for coordinating ADB automation scripts across phases with error recovery
adb
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Add Admin API Endpoint
Add a new endpoint or endpoints to Ghost's Admin API at `ghost/api/admin/**`.
add-agent-property
Add a new property to the AI agents database. Use when the user wants to add, create, or introduce a new column, property, field, or feature to track across all agents in the comparison matrix. Handles all four required steps - database updates, groups.json, table display, and GitHub issue templates.
add-agent-templates
Add new Agent templates to the meta-agent-skills framework.
add-api-endpoint
Create API layer components for a new entity. Includes usecase interactors (internal/usecase/), proto definitions (schema/proto/), gRPC handlers (internal/infrastructure/grpc/), and DI registration. Use when adding CRUD endpoints or Step 3 of CRUD workflow (after add-domain-entity).
add-app-config
Use when adding configuration for a new application to the dotfiles, setting up a new tool's config, or when user says "add config for X"
add-atom
Add a new Jotai atom to the state system with type definitions, registry, and Store API access
add-authorization-methods
Add authorization methods for a new entity to AuthorizationService. Use after creating a resource service. Triggers on "add permissions", "authorization methods", "entity permissions", "add auth methods".
add-backend-testing
Add backend integration testing with Vitest to an existing app. Sets up isolated test database schema and writes tests for tRPC routers.
acc-create-rate-limiter
Generates Rate Limiter pattern for PHP 8.5. Creates request throttling with token bucket, sliding window, and fixed window algorithms. Includes unit tests.
acc-create-read-model
Generates Read Model/Projection for PHP 8.5. Creates optimized query models for CQRS read side with projections and denormalization. Includes unit tests.
9d-framework
9D product development framework
AIMDS
AI Manipulation Defense System implementation with Midstream, AgentDB, and lean-agentic
AgentObservability
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alex-hormozi-pitch
Create irresistible offers and pitches using Alex Hormozi's methodology from $100M Offers. Guides through value equation, guarantee frameworks, pricing psychology, and creating offers "too good not to take" for any product or service.
AnnualReports
Annual security report aggregation and analysis. USE WHEN annual reports, security reports, threat reports, industry reports, update reports, analyze reports, vendor reports, threat landscape.
Aphorisms
Aphorism management. USE WHEN aphorism, quote, saying. SkillSearch('aphorisms') for docs.
BeCreative
Extended thinking mode. USE WHEN be creative, deep thinking, deep thinking, extended reasoning. SkillSearch('becreative') for docs.
boofuzz
Protocol fuzzer script development using boofuzz framework. Use when creating network protocol fuzzers, defining protocol PDUs (Protocol Data Units), writing mutation-based fuzzing scripts, or contributing to the boofuzz project. Covers binary protocol definitions, session management, crash detection, and reporting findings.
Controlplan
Generate AIAG-format Control Plans linked to PFMEAs with proper inspection methods, frequencies, and reaction plans. Supports Prototype/Pre-launch/Production phases. USE WHEN user says 'control plan', 'CP', 'inspection plan', 'process control', 'sampling frequency', 'reaction plan', or 'special characteristics'. Integrates with PFMEA, AutomotiveManufacturing, and MSA skills.
todo-dashboard-ui
A premium, task-focused Todo Dashboard UI using the exact same black-pink glassmorphic theme, color tokens, icon language, and motion principles as the signup/signin experience. Header intentionally excluded.
elasticsearch
Elasticsearch DBA skill for index/mapping design, query tuning, cluster sizing and operations, shard/replica strategy, ILM, monitoring, troubleshooting (hot nodes, GC, rejected requests), and safe reindexing/upgrades. Use for tasks like designing search schemas, diagnosing performance issues, and operating ES in production.
Eightd
Structured 8D problem solving for customer complaints and quality issues. D0-D8 phases with containment, root cause analysis, and escape point identification. USE WHEN user says '8D', 'eight disciplines', 'customer complaint', 'corrective action', 'root cause analysis', 'containment', 'escape point', or 'problem solving report'.
Epic Consulting
Epic EMR consulting workflows for ClinDoc, Bridges, interfaces, and clinical builds. USE WHEN user mentions Epic, orderset, ClinDoc, Bridges, interface, HL7, provider matching, VersaCare, ScottCare, OR any client name (Memphis, Raleigh, Orlando, Nova, Baptist).
Evals
Agent evaluation framework based on Anthropic's best practices. USE WHEN eval, evaluate, test agent, benchmark, verify behavior, regression test, capability test. Includes three grader types (code-based, model-based, human), transcript capture, pass@k/pass^k metrics, and ALGORITHM integration.
Family Management
Family relationships and household management. USE WHEN user mentions Ashley, Sullivan, family, relationship, parenting, household, or any family-related concern.
FirstPrinciples
First principles analysis. USE WHEN first principles, fundamental, root cause, decompose. SkillSearch('firstprinciples') for docs.
hrbp
HRBP skill for organizational planning, hiring support, performance and talent reviews, employee relations, and people-process playbooks. Use for tasks like role design, competency models, interview rubrics, onboarding plans, performance cycles, and sensitive communication templates.
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