Guide for using JetBrains IDE Index MCP tools for code navigation, refactoring, and analysis. TRIGGER: When ANY of these MCP tools are available in the current session: ide_find_references, ide_find_definition, ide_find_class, ide_find_file, ide_search_text, ide_diagnostics, ide_index_status, ide_sync_files, ide_refactor_rename, ide_move_file, ide_type_hierarchy, ide_call_hierarchy, ide_find_implementations, ide_find_symbol, ide_find_super_methods, ide_file_structure, ide_refactor_safe_delete, ide_reformat_code, ide_build_project, ide_read_file, ide_get_active_file, ide_open_file. Use when performing code navigation (find usages, go to definition, find class), code analysis (diagnostics, type hierarchy, call hierarchy), refactoring (rename, move, safe delete, reformat), or searching code (text search, symbol search, file search). Prefer IDE tools over grep/find/sed for ALL semantic code operations.

정규표현식 작성 및 테스트를 위한 가이드를 실행합니다.

Survey of LLM agents for biomedical scientific discovery

Create/refine project `specs/dod.md` as the canonical Deployment & Operations Document.

Copy this to `.claude/skills/setup-granola/SKILL.md` to enable automatic installation.

Creates PRDs and plans features.

Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.

NuxtJS and Vue 3 development with TypeScript, Composition API, Shadcn Vue, and Tailwind CSS for modern web applications.

Brainstorms ideas and researches projects.

> **Language**: English | [繁體中文](../../locales/zh-TW/skills/runbook-assistant/SKILL.md)

Automated PR code review skill. Collects context through ghx, performs standards-based analysis, and publishes one structured review with optional inline comments.

Defines the canonical MADR format, lifecycle rules, numbering policy, and SAD catalog contract for standalone ADRs under specs/adrs/.

Action: **$0** | Token type: **$1** Arguments: $ARGUMENTS

> **Expertise:** ICS-inspired incident structure, communication templates, mitigation over diagnosis, blameless culture.

Fetch unresolved review comments from a GitHub pull request. Use when checking what review feedback needs to be addressed, whether review comments have been resolved, or resuming work on a PR with outstanding feedback.

🌐 **Languages:** 🇺🇸 [English](../../../../../skills_omni/gh-address-comments/SKILL.md) · 🇪🇸 [es](../../../es/skills_omni/gh-address-comments/SKILL.md) · 🇫🇷 [fr](../../../fr/skills_omni/gh-address-comments/SKILL.md) · 🇩🇪 [de](../../../de/skills_omni/gh-address-comments/S

Analyzes a Terraform resource schema and compares it to attributes used in the acceptance test suite (configs + assertions). Produces a prioritized report of missing and poor coverage (set-only assertions, single-value coverage, missing unset/empty cases, missing update coverage). Use when the user asks about schema coverage, test coverage gaps, or improving Terraform acceptance tests for a resource.

Start a new day by rolling over unfinished tasks and preparing today's daily note. Pulls meeting schedule from Microsoft 365 via WorkIQ. Use when the user says: "start my day", "daily rollover", "new day", "morning setup"

Propagate a user-described bootstrap change across canonical project artifacts and the project plan by analyzing impact and executing the owning bootstrap workflows inline.

Automates end-to-end and system validation tests. Runs services via Docker, feeds inputs, executes scenarios, and verifies outputs.

Generates requirements quality checklists ('Unit Tests for English') that validate quality, clarity, and completeness in a given domain. Use when running /sddp-checklist or when quality verification of requirements is needed.

Creates technical architecture and system design.

에이전트를 순차적으로 연결하여 복잡한 작업을 체계적으로 처리합니다.

Orchestrates decomposition of implementation plans into actionable, dependency-ordered task lists. Use when running /sddp-tasks or when task generation from a plan is needed.

These rules apply whenever an agent reads or modifies files inside a Feature Workspace at `specs/<feature-folder>/`. They protect the integrity of cross-referenced identifiers, gating state, and structural conventions that downstream phases depend on. They do not apply to Project Context Specs such

Create or refine the canonical project-level technical context (`specs/sad.md`)

Use when a dev is new to the project, asks for an overview, or wants to get oriented quickly. Fills graph gaps then runs a guided codebase interview.

Generate comprehensive SDLC reports including iteration status, metrics dashboards, and executive summaries.

Scaffold a minimal Rust static-site crate in this workspace using ssg_whiz and daisy_rsx. Use when the user wants a new site crate created under crates/<name> with a working homepage, starter docs page, blog, assets, custom JavaScript, and Cloudflare build script.

Review Jules (Google AI agent) pull requests using AI council. Supports -quick flag for lightweight reviews via parallel triage.

Creates implementation plans with technical context, architecture decisions, data models, API contracts, and project instructions alignment checks. Use when designing a technical approach for a feature, choosing technologies, defining data structures, or when resolving NEEDS CLARIFICATION markers in plans.

Claude Code Agent Teams - default team-based development with strict TDD pipeline enforcement

Build a scalable outbound B2B sales process with specialized roles (SDR, AE, CSM). Use when the user mentions "outbound sales", "Cold Calling 2.0", "prospecting emails", "sales pipeline", "SDR process", or "B2B SaaS sales". Covers lead generation, qualification frameworks, and separating prospecting from closing. For offer design, see hundred-million-offers. For persuasion science, see influence-psychology.

Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)

Bootstraps the TaskMaster MCP server and aligns it with BMAD hooks.

Creates test strategy and ATDD scenarios.

성능 분석 및 최적화를 위한 체계적 가이드를 실행합니다.

Initialize .gitignore with intelligent exclusion patterns based on your project's technology stack.

TrueNorth crypto market intelligence via the public API: technical analysis (RSI, MACD, Bollinger Bands), derivatives (funding rates, open interest), options intelligence (max pain, GEX, IV), DeFi (TVL, fees), token performance, events, liquidation risk, token unlocks. Equity, commodity, macro, meme, KOL, Polymarket, and sentiment capabilities are gated to the TrueNorth web app — the CLI advertises them and redirects users to subscribe.

General-purpose Garmin Connect data access layer. Exposes activity, stats, and health data as structured JSON. No calendar logic — use in scripts or cron jobs that need Garmin data.

Breaks epics into developer stories.

Designs UX and creates wireframes.

확장성 설계 가이드를 실행합니다.

Instagram: 로그인 및 챌린지(본인 인증) 해결

Guide for creating effective skills with specialized knowledge and workflows.

Android Java development with MVVM, ViewBinding, and Espresso testing

Generate a custom requirements quality checklist for the current feature

Dev Life Cycle quality gates: run security scans, code quality checks, performance analysis, test coverage, and PR review compliance. Routes to domain-specific sub-skills or runs all checks in sequence.

Hardens designs and implementations with structured security reviews.

Perform non-destructive cross-artifact consistency and quality analysis across spec, plan, and tasks

Use when asked to audit a module, check its health, or assess whether it should be refactored. Runs structural query, risk check, and test generation automatically.

Document an accomplishment in brag document format with proper categorization and impact metrics.

MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. Covers local inference, streaming, wired memory coordination, tool calling, LoRA fine-tuning, embeddings, and model porting.

Expert WebXR and immersive technology developer specializing in browser-based AR/VR/XR applications with cross-device compatibility. Adapted from msitarzewski/agency-agents.

Enforces conventional commits, atomic changes, and GIT-OS workflow for Wednesday Solutions projects. Every agent that generates a commit must read this skill first.

Propagate a described change across canonical bootstrap artifacts and the project plan

Detect risky default configurations, fail-open behavior, and unsafe bootstrap states.

Invoke at the start of any implementation task to enforce verification-first development

Expert guidance for Salesforce DX development with modern tooling, source-driven development, and CI/CD best practices

Pre-deploy and post-deploy checklist skill. Ensures env vars, migrations, CI, rollback plan, smoke tests, and monitoring are verified before and after every deployment.

Technical development guidelines for Wednesday Solutions projects. Enforces import ordering, complexity limits, naming conventions, TypeScript best practices, and code quality standards for React/Next.js applications.

Turns a rough product idea into a project-level Product Requirements Document (`specs/prd.md`) and registers it as the canonical Product Document. Use when running /sddp-prd or when a product needs structured discovery before system design.

When the user wants to create, optimize, or audit an affiliate, sponsor, or paid partnership disclosure page. Also use when the user mentions "disclosure," "affiliate disclosure," "sponsored content," "FTC disclosure," or "paid partnership."

Guidelines for Python and Odoo enterprise application development with ORM, XML views, and module architecture best practices.

AWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling

Accounting operations via the Moneyman service. Supports ledger queries, transaction management, invoicing, and work log tracking.

Design and UX guidelines for Wednesday Solutions projects. Covers visual design tokens, animation patterns, component standards, accessibility, and user experience best practices for React/Next.js applications. ENFORCES use of approved component libraries only.

PyTorch deep learning development with transformers, diffusion models, and GPU optimization.

Generate an actionable task list from a feature implementation plan

Use before making any commit or creating any branch. Enforces conventional commits and atomic commit rules.

Discover and validate product ideas, analyze markets, scope MVPs, and optimize app store presence for iOS/macOS apps. Use when user asks to discover, validate, assess, scope, or analyze product ideas, market opportunities, or when they mention "product agent", "app idea validation", "should I build this", "MVP", "market analysis", or "ASO".

Cloudflare D1 SQLite database with Workers, Drizzle ORM, migrations

AST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server

Systematic task and epic planning and execution. Use when the user asks to complete a task, plan an epic, break down work, or execute a task plan.

Wrap up the day by fetching meeting summaries from Microsoft 365 via WorkIQ and updating today's daily note with outcomes and reflections. Use when the user says: "end my day", "wrap up", "end of day", "daily review", "close the day"

Create an ad-hoc Microsoft Foundry agent for a specific purpose using the new v2 Responses API. Build a custom prompt agent with optional tools, run a conversation, and clean up. Use when the user says: "create a foundry agent", "make an agent for", "foundry agent", "build an ai agent", "create an assistant", "spin up an agent", "agent for this task"

Manages the project instructions — a document of non-negotiable project principles and governance rules. Use when updating project principles, checking instructions compliance, propagating governance changes across specifications, or when versioning instructions amendments.

Analyzes the repository and guides the user through setting up their local development environment.

Execute the implementation plan by processing and completing all tasks defined in tasks.md

Create an implementation plan from a feature specification

Generate memes using the free memegen.link API. Create image memes from 200+ templates with custom top/bottom text, or use textual meme formats.

Create or refine the canonical project-level Project Implementation Plan (`specs/project-plan.md`)

Install the wikipedia Python package for querying Wikipedia articles. This is a one-time setup skill. Use when the user says: "setup wikipedia", "install wikipedia package"

Write, review, and improve Minitest tests for Ruby on Rails applications. Covers model tests, controller tests, system tests, fixtures, and best practices from Rails Testing Guide.

Collect structured feedback about skill usage after completing a coding task. Activate at the end of any session where one or more SKILL.md files were loaded. Captures agent signals (gaps, errors, corrections, human interventions) and brief human input, then submits directly via gh CLI or provides manual submission instructions.

This skill defines the default operating procedure for software and automation tasks.

Expert in Ruby and Rails development with conventions and best practices

Mandatory verification steps for all code reviews to reduce false positives. Load this skill before reporting ANY code review findings.

Instant Mindsystem expert. Use when working on Mindsystem, asking how it works, or describing/discussing improvements to commands, agents, workflows, or the framework itself.

Official Binance skill for CEX spot trading. Supports 60+ endpoints for market data, order management, and account operations.

Convert voice recordings to structured construction reports. Field workers speak, AI transcribes and formats. Supports daily reports, safety observations, progress updates.

Create an ad-hoc Microsoft Foundry agent with Code Interpreter to analyze data, generate charts, solve math problems, or run Python code in a sandboxed environment. Uses the new Foundry v2 Responses API with conversations. Use when the user says: "analyze this data", "create a chart", "run code interpreter", "foundry code interpreter", "analyze csv", "generate a plot", "solve this with code", "use code interpreter", "data analysis agent"

Expert at evolving Pydantic configuration schemas with backward compatibility and automated migrations

Discover existing Azure resources and bulk import them into Terraform management. USE FOR: import Azure resources, bring unmanaged infra under Terraform, audit Azure resources, migrate to IaC, terraform import, bulk import. WHEN: import existing resources, discover Azure infrastructure, adopt Terraform for existing resources, generate import blocks. DO NOT USE FOR: Bicep code, new resource creation, architecture decisions.

Office hours skill. Uses ~/.claude/skills/gstack/bin/gstack-config.

Write high-quality JUnit 5 tests with AssertJ assertions. Use when user says "add tests", "write tests", "improve test coverage", or when reviewing/creating test classes for Java code.

Identify underspecified areas in a feature spec and resolve them through targeted clarification questions

Check upcoming and active scheduled maintenance windows for GitHub services. Use when the user says: "github maintenance", "github scheduled downtime", "any github maintenance planned", "github upcoming maintenance"

Capture a writer's voice DNA through collaborative interview and sample analysis. Use when someone wants to document their writing voice for use with a ghost writer skill. Produces a Voice DNA Document with patterns, anti-patterns, and actionable guidance. Handles one register/mode per session, supports refinement over time.

Update project versions and release tag in one consistent flow (Cargo.toml, xtask, docs, and git tag).

When the user wants to plan, implement, or optimize influencer marketing strategy. Also use when the user mentions "influencer marketing," "KOL," "creator partnership," "brand ambassador," "sponsored content," "influencer campaign," "micro-influencer," "influencer outreach," "creator collaboration," or "influencer deal."

Interact with Discord via a bot: read channels, send messages, list guilds/channels, upload files, manage threads. Uses the Discord REST API with a bot token stored in ~/.zeebot/api_keys/discord.txt.

Measure and improve code coverage in the Duroxide durable execution runtime. Use when asked about coverage, testing coverage, running llvm-cov, or improving test coverage percentages.

Reference guide for ruby-git architecture, coding standards, design philosophy, key technical details, and compatibility requirements. Use when answering architecture questions, deciding where new code belongs, reviewing coding standards, or understanding the layered command/parser/facade design.

Create structured A/B test plans for App Store Product Page Optimization (PPO), including test hypotheses, variant designs, success metrics, and iteration strategy.

Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring >5 tool calls. Supports automatic session recovery after /clear.

Google Gemini CLI code review with Gemini 2.5 Pro, 1M token context, CI/CD integration

Expert in diagnosing Playwright failures. Uses the @playwright MCP to verify live DOM state.

Reapply local modifications after a GSD update

*Load with: base.md + code-graph.md*

API reference for CoinMarketCap exchange endpoints including exchange info, volume, market pairs, and assets. Use this skill whenever the user mentions exchange API, asks about exchange volumes, wants trading pair data, needs proof-of-reserves info, or is building exchange integrations. This is the authoritative reference for CMC exchange API questions. Trigger: "exchange API", "CMC exchange data", "trading pairs API", "exchange volume API", "/cmc-api-exchange"

Pickle Rick's PRD Engine. Use when you need to define the requirements, scope, and goals for a new feature or project before coding to avoid "Jerry-work."

Validate skill quality, completeness, and adherence to standards. Use before packaging to ensure skill meets quality requirements.

Generate Kubernetes manifests with deterministic steps, bounded CRD research, and mandatory validation for full-resource output.

Initialize SDD project governance (project instructions and configuration)

Sync the ACP (Agent Client Protocol) schema implementation with the official reference repo by comparing Rust source types against our Python Pydantic models.

Fix pull requests based on review feedback and CI failures, then publish review replies.

Analyzes revenue cohorts, retention curves, LTV/CAC trends over time

> Git は開発の基盤だが、その内部構造を理解する者は少ない。Git の内部オブジェクトモデル、高度な操作、そして次世代 VCS である Jujutsu（jj）まで、バージョン管理の深層を解説する。

Check the current operational status of all GitHub services. Queries the public githubstatus.com API -- no authentication required. Use when the user says: "is github down", "github status", "check github", "are github actions working", "github service status"

Generate a monthly retrospective by analyzing weekly reviews, long-term task progress, and deep Microsoft 365 productivity analytics via WorkIQ. Use when the user says: "monthly review", "month summary", "monthly retrospective", "summarize my month"

> 認証と認可はWebアプリケーションセキュリティの根幹。パスワード管理、セッション、JWT、OAuth 2.0、OpenID Connect、RBAC/ABAC、多要素認証からNextAuth.js実装まで、安全なアクセス制御の全てを体系的に解説する。

Runs the full verification pipeline matching the CI workflow. Use this before committing or creating a PR to catch issues locally.

Internal execution contract for forwarding one tracked Claude Code rescue task through claude-companion.mjs.

List recent and active GitHub incidents from githubstatus.com. Shows incident history, root causes, and resolution timelines. Use when the user says: "github incidents", "github outage history", "what happened on github", "recent github issues", "github downtime"

Create or refine the canonical project-level deployment and operations context (`specs/dod.md`)

Ralph Wiggum loops - self-referential TDD iteration until tests pass

Generates App Store release documentation including submission guide, assets, privacy compliance, and marketing strategy. Creates RELEASE_SPEC.md for app launch. Use when preparing for App Store submission.

Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration.

shadcn-vue component integration for Inertia Rails Vue 3 (NOT Nuxt): forms, dialogs, tables, toasts, dark mode, and more. Use when building UI with shadcn-vue components in an Inertia + Vue app or adapting shadcn-vue examples from Nuxt. Wire shadcn-vue inputs to Inertia Form via name attribute and #default scoped slot. Flash toasts require Rails flash_keys initializer config.

Query open citation data and reference networks via OpenCitations

Prepare and ship a Untether release. Use when asked to cut a release, bump release versions, update changelog/spec/readme, tag v<major.minor.patch>, or trigger the GitHub release workflow.

Resolve all PR review comments (human and bot) on current PR. Fetches unanswered comments, evaluates each one, fixes real issues, dismisses false positives, and replies to every comment with the outcome.

> **Parent Brief:** `docs/briefs/2026-03-23-joysmith-cli-plugin.md` > **Status:** Ready > **Date:** 2026-03-23 > **Estimated scope:** 1 session / 1-2 files / ~100 lines

Guide for creating agent-deck watchers conversationally. This skill should be used when users want to set up a new watcher (webhook, ntfy, github, slack, gmail) to route events to a conductor. It walks the user through selecting an adapter type, gathering required settings, generating watcher.toml and clients.json entries, and emits the exact `agent-deck watcher create` command to run.

Untether uses a **custom Telegram Bot API client** built on `httpx` (async) and `msgspec` (JSON). There is no Telegram SDK dependency.

Generate unique personalized first lines for hundreds of prospects using company news, LinkedIn activity, and mutual connections. Saves 10+ hours of manual research per campaign. Use when you need personalized outreach at volume.

Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom functions, or operate flows via CLI or API. Covers building ETL workflows for AI data processing, including embedding documents into vector databases, building knowledge graphs, creating search indexes, or processing data streams with incremental updates.

You are a software architect. Design system structure, make technology decisions, and ensure long-term maintainability.

Creates a feature specification from a natural language description — capturing WHAT users, systems, or operators need and WHY. Use when starting a new feature, when the user mentions /sddp-specify, specification, or feature requirements.

Security scanner for AgentSkill packages. Scan skills for credential theft, code injection, prompt manipulation, data exfiltration, and evasion techniques before installing them. Use when evaluating skills from ClawHub or any untrusted source.

Writes product, technical, and operational specifications with prioritized work items, requirement families, and success criteria. Use when creating a spec, writing requirements, defining user stories or objectives, authoring a PRD for a new feature, or when handling NEEDS CLARIFICATION markers in specifications.

Khi nguoi dung can thiet lap gia san pham/dich vu, thay doi chien luoc gia, hoac toi uu pricing page. Cung dung khi nguoi dung nhac 'chien luoc gia', 'dinh gia san pham', 'pricing strategy', 'pricing tier', 'goi dich vu', 'discount strategy', 'gia vs doi thu', 'goi combo'. Skill nay giup xac dinh mo hinh gia + chien thuat dinh gia + pricing page — toi uu cho tam ly khach hang VN.

Khi nguoi dung can thiet ke chuong trinh gioi thieu bạn be (referral program), affiliate, hoac word-of-mouth. Cung dung khi nguoi dung nhac 'referral program', 'chuong trinh gioi thieu', 'affiliate', 'word of mouth', 'hoa hong gioi thieu', 'ma moi ban', 'giam gia khi gioi thieu'. Skill nay thiet ke referral mechanics (thuong 1 chieu / 2 chieu), tracking, chong gian lan, va campaign launch — toi uu cho thi truong VN.

Analyze gza run logs to find recurring anti-patterns, wasted effort, and suggest AGENTS.md or workflow improvements

Create a feature specification from a natural language description

Specialized skill for ROS2 Nav2 navigation stack configuration and behavior trees

Structured session ending ritual that captures completed work, pending tasks, and learnings before a session ends. Writes a handoff note to .claude/handoff.md so the next session (or a different developer) can pick up exactly where this session left off. Load this skill when the user signals they're wrapping up, says "let's stop here", "that's all for now", "end of session", "wrap up", "save progress", "handoff", or "I'm done for today".

Phase execution methodology for orchestration workflows with error handling and completion protocols

MUST be used for ANY git workflow that involves committing code. This includes explicit commit requests AND implicit ones like 'ship it', 'wrap it up', or finishing implementation work. Handles staging, message generation, validation, and commit execution with conventional commit format.

Migrate your Vapi voice assistants to Telnyx in minutes. The import API pulls assistant configurations directly from Vapi using your API key and recreates them as Telnyx AI Assistants.

> **Vai tro skill:** Nay la "INPUT GATE" cua moi project marketing. > Khac voi 02-brief-chien-dich (agency soan cho team), 06-brief-ugc-egc (agency soan cho creator), 12-brief-landing-page (agency soan cho dev) — skill 20 nay la **form khach hang dien CHO agency** de cung cap thong tin dau vao.

---

> Master skill — goi 08-nghien-cuu-doi-thu, 09-insight-khach-hang, 10-tinh-kpi-nguoc truoc khi xuat output.

プロダクトデモ動画を自動生成。百聞は一見にしかず、を体現。Use when user mentions '/generate-video', video generation, product demos, or visual documentation. Do NOT load for: embedding video players, live demos, video playback features. Requires Remotion setup.

Generate original, royalty-free background music matched to a video's mood and duration. Users describe their video in plain language — no music terminology required.

---

Use when converting existing .prompt.md or .instructions.md files to reusable SKILL.md format, before guessing structure or deciding what to keep/remove

Local scVI-based single-cell latent embedding and batch-aware integration from raw-count .h5ad or 10x Matrix Market input, with stable integrated AnnData export for downstream latent analysis.

Tenable Nessus is the industry-leading vulnerability scanner used to identify security weaknesses across network infrastructure including servers, workstations, network devices, and operating systems.

Klaviyo email/SMS marketing - profiles, events, flows, segmentation

Constrói um dashboard HTML interativo com gráficos, filtros e tabelas no tema Evolution (fundo escuro, acento

Query the Open Research Knowledge Graph for structured research data

When the user wants to plan, implement, or optimize employee-generated content (EGC) or employee advocacy. Also use when the user mentions "EGC," "employee advocacy," "employee content," "internal brand ambassadors," "employee social media," "employee advocacy program," "staff advocacy," "LinkedIn employee posts," or "brand ambassador program."

Generate a grounded, production-grade `design.md` for any public URL using the coding agent's own tools. This skill is the portable twin of the hosted [getdesign.app](https://getdesign.app) agent — same 9-section output, no sandbox required.

Gather comprehensive info about a specific gza task including status, branch, commits, and logs

> AWS はクラウドコンピューティングの事実上の標準。EC2/S3/Lambda の基礎からネットワーク設計、データベース選定、サーバーレスアーキテクチャ、コンテナ運用、セキュリティ、コスト最適化まで、AWS の全てを体系的に解説

How to manage the user registry — creating users for new Slack/GitHub/GitLab identities, managing aliases, resolving users across platforms. Use when a new human interacts with the swarm or when user identity needs updating.

AI-first application patterns, LLM testing, prompt management

Cryptographic signing for every tool call with Ed25519 audit trail

Design structured, engaging chatbot conversations with robust intent handling, slot filling, disambiguation, error recovery, and graceful fallback strategies.

Initialize or migrate to nested CLAUDE.md structure for progressive disclosure. Claude auto-loads CLAUDE.md from any directory it reads, enabling true contextual guidance. Triggers on: '/init-deep', 'deep init', 'initialize deeply', 'setup claude deeply', 'refactor claude.md', 'migrate claude.md', 'nested claude', 'progressive disclosure'.

Remove signs of AI-generated writing from text. Detects and fixes 24 documented AI writing patterns to make text sound natural and human-written.

Sync and manage Overleaf LaTeX projects from the command line

Maggy is a local AI engineering command center bundled with claude-bootstrap. AI-prioritized inbox across issue trackers (GitHub Issues/Asana), one-click TDD execute with iCPG context enrichment, daily competitor intelligence briefing.

Export tasks from TodoWrite or feature plans into structured markdown files (epic, user-story, bug, issue) in a tasks/ directory. Use when the user wants to create task files, export tasks, track work in files, or mentions "create tasks", "export", "epic", "user story".

Hotwire (Turbo Drive, Turbo Frames, Turbo Streams, Stimulus)

This skill guides practitioners through hardening AWS Identity and Access Management configurations to enforce least privilege access across cloud accounts. It covers IAM policy scoping, permission boundaries, Access Analyzer integration, and credential rotation strategies to reduce the blast radius of compromised identities.

Use when committing code changes with proper conventional commit format and verification

Controller actions, routing, REST conventions, filters, and response handling

Download m3u8/mp4 video and mp3/music, support 抖音、皮皮虾、微博 sharing links. Multi-thread download, WebUI, batch and Node API.

> 正規表現はテキスト処理の強力な武器。基本構文からルックアヘッド/ビハインド、名前付きキャプチャ、Unicode 対応、各言語での実装まで、正規表現の全てを解説する。

Initiates the purchase process by clicking the buy button once a product and its options have been selected and verified against requirements. Use when you are on a product detail page, all selection criteria (price, features, options) are satisfied, and the user is ready to proceed to checkout. Confirms the final price meets budget constraints before executing click[buy now].

Resolve human PR review comments on current PR. Fetches unanswered human comments, evaluates each piece of feedback, applies fixes, and replies to every comment with the outcome.

Proofread and correct text for grammar, spelling, punctuation, style, clarity, and consistency, with support for multiple style guides and readability analysis.

Install the WorkIQ CLI for Microsoft 365 integration. This is a one-time setup skill that downloads and configures the workiq binary. Use when the user says: "setup workiq", "install workiq", "configure workiq"

Audit a component or page for accessibility issues and fix them

Craft CMS 5 front-end Twig development — atomic design, template architecture, component patterns, Vite buildchain. Covers the full site template surface: atoms, molecules, organisms, props/extends/block pattern, layout chains, view routing, content builders, image presets, Tailwind named-key collections, multi-brand CSS tokens, JavaScript boundaries (Alpine/DataStar/Vue), Vite asset loading. Triggers on: {% include ... only %}, {% embed %}, _atoms/, _molecules/, _organisms/, _views/, _builders/, _boilerplate/, component--variant.twig, _component--props.twig, image presets, Tailwind class collections, collect({}), utilities prop, multi-brand theming, data-brand, hero sections, card components, content builders, Matrix block rendering, craft.vite.script, vite.php, vite.config.ts, nystudio107, buildchain, asset loading, per-page scripts. Always use when creating, editing, or reviewing any Craft CMS front-end Twig template, component, layout, view, builder, or buildchain configuration.

> Insight truoc so lieu. Nhan dinh truoc, so lieu de minh hoa — khong liet ke so lieu roi.

> Lang nghe truoc khi noi. Hieu khach hang dang noi gi, cam xuc ra sao, va thi truong di huong nao — truoc khi doi thu biet.

Quick triage of the repo. Run this when you have a few minutes to check what needs attention.

データベース設計の実践的なガイド集。正規化、スキーマ設計、クエリ最適化、パフォーマンスチューニング、マイグレーション戦略など、効率的なデータベース設計の全領域をカバーします。

Sync local changes (tar + upload) and execute build/test/run on remote servers (appmesh Python SDK).

Rewrite the previous reply in Traditional Chinese

[UDS] 從已批准的 SDD 規格生成衍生工件（BDD/TDD/ATDD）

❓ Ask Router — Route questions to answer workflows. Use when user types /ask.

Find free legal full-text versions of scholarly articles via Unpaywall

Identify at-risk customer accounts by analyzing usage patterns, engagement signals, and support history to generate churn risk scores and intervention recommendations.

Complete authentication setup for Ruby on Rails applications using Devise. Use when: (1) Setting up user authentication in a Rails app, (2) Adding sign in/sign up/sign out functionality, (3) Implementing email confirmation, password recovery, or account locking, (4) Configuring OmniAuth social login, (5) Adding multiple user models (User/Admin), (6) Customizing Devise views or controllers, (7) Testing authentication with RSpec/Minitest, (8) API authentication setup

Microsoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API

This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin state files", "read YAML frontmatter", "per-project plugin settings", or wants to make plugin behavior configurable. Documents the .claude/plugin-name.local.md pattern for storing plugin-specific configuration with YAML frontmatter and markdown content.

Node.js backend patterns with Express/Fastify, repositories

Structured PRD generation with interview, research, and approval workflow. Triggers on: '/ralph-plan <topic>', 'create prd', 'generate prd', 'plan this'. Creates comprehensive Product Requirements Document via interview and research.

Helps configure API connections

Generate a feature request prompt for another dot-ai project. Use when you need a feature implemented in a sibling project (MCP server, controller, etc.) to unblock work in the current project.

> **Language**: English | [繁體中文](../../locales/zh-TW/skills/slo-assistant/SKILL.md)

RESTful API controller patterns for Ruby on Rails. Use when: (1) Building JSON APIs, (2) API versioning, (3) Error handling and status codes, (4) Authentication with tokens/JWT, (5) Rate limiting, (6) CORS configuration, (7) Pagination and filtering, (8) API documentation, (9) Testing API endpoints

Debug GenLayer Studio deployments via ArgoCD CLI

Monitor cloud infrastructure and applications using metrics, logs, and traces to provide real-time observability into performance, health, and reliability.

Gera um alt text para ser utilizado em blogposts ou posts de LinkedIn

抖音无水印视频下载和文案提取工具. 从抖音分享链接获取无水印视频下载链接, 下载视频, 提取视频中的语音文案并自动保存到文件. 适用场景包括获取抖音视频信息, 下载无水印视频, 批量提取视频文案. 当用户需要处理抖音视频链接或提取视频内容时触发.

REST and GraphQL API design patterns, OpenAPI/Swagger specifications, versioning strategies, and authentication patterns. Use when designing APIs, reviewing API contracts, evaluating API technologies, or implementing API endpoints.

Maps co-investor relationships, syndication history, and network connections

Standard patterns and practices for code implementation. Use when writing code in the `/sddp-implement` phase to ensure consistency, safety, and maintainability.

PostHog analytics, event tracking, feature flags, dashboards

Delete low-value messages from the web timeline by keyword patterns. Protects messages with user-uploaded images. Optionally vacuums the DB afterward.

Designs and documents structured incident response playbooks that define step-by-step procedures for specific incident types aligned with NIST SP 800-61r3 and SANS PICERL frameworks. Covers playbook structure, decision trees, escalation criteria, RACI matrices, and integration with SOAR platforms. Activates for requests involving IR playbook creation, incident response procedure documentation, response runbook development, or SOAR playbook design.

Systematic diagnosis of Kubernetes pod failures — CrashLoopBackOff, OOMKilled, Pending, ImagePullBackOff, and service connectivity issues. Use when the user encounters pods not starting, container restart loops, scheduling failures, or service unreachability in a K8s cluster.

Use when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting, security scanning, release automation, Docker builds, scheduled tasks, and any custom workflow for any language or framework.

Expertise in Senior Principal Engineering refactoring. Use when you need to eliminate technical debt, remove "AI Slop," simplify complex logic, and ensure DRY code.

Create a Google Classroom course and invite students.

Generate personalized cold emails for scored leads. Creates subject lines, opening hooks, and follow-up sequences based on lead context and engagement.

클린 아키텍처 설계 가이드를 실행합니다.

Multi-agent development workflow using Agent Teams. Supports five modes: plan (architect teammate + PM teammate debate → plan.md), dev (developer teammate + code-tester teammate + qa-tester teammate + reviewer teammate iterate → code), full (plan → approval gate → dev), auto (plan → dev, no gate), and bugfix (tester + developer + reviewer TDD triad → fix + PR). Use when tasks benefit from collaborative agent teammates with peer messaging.

Build effective detection rules using Splunk Search Processing Language (SPL) correlation searches to identify security threats in SOC environments.

Perform code review with quality scoring and configurable threshold enforcement.

Interactive project planning skill. Collects context, asks clarifying questions, selects rules/skills/workflows, and produces an execution-ready plan.

Guides God Committee members through executing interventions. Use for repairs, rollbacks, and emergency actions. Triggers on: intervention, repair, rollback, emergency action.

Create a Google Drive folder structure and move files into the right locations.

Specialist in implementing robust HTTP services and APIs in Go. Activates for "endpoint", "handler", "API", "server".

Fetch, classify, and report on GitHub notifications. The script does the heavy lifting — this skill orchestrates invocation and presents results.

Skill para retornar estatísticas e dados sobre participantes do Big Brother Brasil de todas as edições, acompanhadas de um comentário que forneça mais contexto para o usuário. Adicione esta skill SEMPRE que o usuário fizer uma pergunta sobre 'BBB', 'Big Brother Brasil' ou participantes do reality show, ou caso a pergunta pareça ser sobre o programa.

The repo has two layers of testing and two CI workflows.

Automated loop that runs OpenCode tasks against afm, captures tool call errors from both sides, classifies each as an **afm bug** or **model error**, and generates a report. Does not fix anything.

Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.

AI-powered comprehensive codebase documentation generator. Analyzes project structure, identifies architecture patterns, creates C4 model diagrams, and generates professional technical documentation. Use when users need to document codebases, understand software architecture, create technical specs, or generate developer guides. Supports all programming languages. Alternative to Litho/deepwiki-rs that uses Claude Code subscription without external API costs.

Registers a local skill to the AgentKit platform by uploading it. Invoke when the user wants to publish, upload, or register a skill they have created.

First-hour intake checklist + questions that produce an actionable scope and evidence plan.

Creates and modifies Storybook stories for Atomic components and sample pages. Uses MSW for API mocking, follows ui-kit conventions. Use when creating stories, adding component examples, building sample pages, debugging MSW mock pollution, or when user mentions Storybook, stories, visual testing, or e2e tests that reference stories.

Cross-sectional property calculation skill for structural sections including standard and custom shapes

Handle text encoding across platforms including UTF-8, Windows codepages, and BOM handling.

Set up a project for babysitting. Research the codebase, build project profile, install tools.

Inventory management optimization skill with safety stock calculation, reorder point determination, and ABC analysis

Threads 자동화: 명령 개요 및 레이트리밋 규칙

gh, vercel, supabase, render CLI and deployment platform setup

Context enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui. Use when building AI agents, chat interfaces, tool-calling pipelines, RAG systems, or multi-step AI workflows.

Godot multiplayer skill for high-level networking API, RPCs, and peer-to-peer networking.

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.

Generate and transcribe speech using Google's Gemini-TTS and Chirp 3 models. Supports Text-to-Speech (Single/Multi-speaker), Instant Custom Voice, and Speech-to-Text (Transcription/Diarization).

一个先进的学习系统，通过原子级“本能（Instincts）”——带有置信度评分的小型学习行为，将你的 Claude Code 会话转化为可复用的知识。

Expert skill for AMBA AXI protocol implementation and verification in FPGA designs

Fetch weather data for construction scheduling. Historical data, forecasts, and risk assessment for outdoor work.

Validate plugin SKILL.md frontmatter and audit hook scripts for silent failures. Run validation to check all plugins pass schema, source path, and frontmatter checks. Run hook audit to detect unhandled errors in shell and Python scripts.

When the user wants to create, optimize, or audit alternatives or comparison content (page or blog article). Also use when the user mentions "alternatives page," "alternatives listicle," "X alternatives," "competitor comparison," "vs page," "compare page," "best alternatives to X," "switch from X," "competitor brand traffic," "brand keyword ads," or "intercept competitor search."

You are evaluating and upgrading this project's AI development harness. Follow these steps in order.

AWS cloud patterns for Lambda, ECS, S3, DynamoDB, and Infrastructure as Code with CDK/Terraform

Full contribution lifecycle: branch naming, conventional commits, GitHub issues, PRs, Actions, and releases. MCP-first with gh CLI fallback. USE FOR: commit, push, PR, branch, issue, release, GitHub operations. DO NOT USE FOR: Azure infrastructure, Bicep/Terraform code, architecture decisions.

Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business reviews, or fundraising narratives. Covers structure, narrative framework, bad news delivery, and common mistakes.

Investigates and fixes bugs systematically with root cause analysis. Use when asked to debug, troubleshoot, fix a bug, investigate an issue, or find why something is broken. Creates reproduction tests and verifies fixes.

Expert at discovering golden base images for GKE custom nodes using technical specs or context clues.

Bridges OpenSpec (spec-driven development) with Daem0n-MCP memory - auto-imports specs, informs proposals with past outcomes, converts archived changes to learnings

Use this skill when the user wants to set up or configure tsk Docker container images, customize their tsk.toml for Docker builds, configure stack/agent/project layers, or troubleshoot tsk container build issues.

Workflows for auditing and hardening the security of GKE workloads.

Mobile GPU optimization skill for thermal management.

Generate GDPR and CCPA-compliant privacy policies tailored to specific business models and data collection practices.

Generate multi-file React component bundles with design tokens from natural language descriptions.

Use when starting complex work, planning implementation, breaking down tasks, creating specs, or when the user says 'plan this as transactions', 'plan transactions', 'break this down', 'create a spec', 'how should I approach this', 'transaction plan', or mentions needing a structured approach to multi-step work. This skill guides the full epistemic workflow from task decomposition through measured execution. Prefer this over EnterPlanMode for non-trivial tasks.

Use when checking code style, running pre-commit hooks, or before committing changes to ensure compliance with Google style guide

Runs the Inception consolidation agent against the memento vault. It clusters notes by semantic similarity (HDBSCAN on QMD embeddings) and synthesizes pattern notes via the configured LLM backend.

Hypothesis management skill for tracking business hypotheses through testing and validation

Analyze binary exploitation techniques including buffer overflows and ROP chains using pwntools Python library. Covers checksec analysis, gadget discovery with ROPgadget, and exploit development for CTF and authorized security assessments.

セッション管理の総合窓口。初期化・記憶・状態を一手に引き受けます。Use when managing Claude Code sessions, /session command. Do NOT load for: app user sessions, login state, authentication features.

Mema's personal brain - SQLite metadata index for documents and Redis short-term context buffer. Use for organizing workspace knowledge paths and managing ephemeral session state.

Execute Quality Control checks on the implemented feature to ensure requirements, security, and tests pass

Provision a Microsoft Foundry resource, create a project, deploy a model (gpt-4.1-mini), and install the required Python SDK packages. This is a one-time setup skill. Use when the user says: "setup foundry", "provision foundry", "create foundry resource", "setup azure ai foundry", "install foundry sdk"

Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, constraint design, and performance optimization. Ensures data integrity, query performance, and maintainable data models.

Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent, scalable, and accessible UI across products.

Expertise in managing Linear tickets locally using Markdown files. Use when you need to create, update, search, or break down features into atomic implementation tickets.

Track commit accumulation and trigger PR when thresholds crossed

Track popular/new open-source LLMs and update docs/model_coverage.mdx with their kernel support status. Use when discovering new models to add to the coverage tracker, checking if a specific model is covered, or refreshing model coverage documentation.

Precision CSS/styling modifications for pixel-perfect adjustments with Tailwind, CSS Modules, and plain CSS support

Run all code quality checks

Set up and run Direct Preference Optimization (DPO) training on preference datasets using the Tinker API. Use when the user wants to train with preference data, chosen/rejected pairs, or DPO.

Ikuzo is a map & travel planning app. Access via MCP (JSON-RPC 2.0 over HTTP POST).

確定申告に必要な書類を、申告の種類に基づいて一覧化し、各書類の取得先・取得方法を案内するスキル。 assess スキルの判定結果を前提として動作する。判定結果がない場合は、まず assess スキルの実行を促す。

Guide for creating new CLI or HTTP adapters to integrate AI models into the AI Counsel deliberation system

Security testing patterns including SAST, DAST, penetration testing, and vulnerability assessment techniques. Use when implementing security testing pipelines, conducting security audits, or validating application security controls.

Prettier configuration and integration.

Order food or groceries end-to-end in the Uber Eats consumer app. Use when the user asks to open Uber Eats, browse merchants, add items, customize options, apply promos, choose delivery or pickup, place an order, or track order progress.

Build scalable design systems with design tokens, component APIs, and documentation. Use when creating or evolving component libraries.

This skill should be used when the user asks to "check config diff", "compare upstream config", "diff rubocop config", "sync with Rails rubocop", or wants to see differences between the upstream Rails .rubocop.yml and this repository's config/rails.yml.

NextAuth.js (Auth.js) configuration including providers, adapters, session management, callbacks, and JWT handling.

Change working directory.

Use this skill when the user needs to set up bookkeeping, track revenue and expenses, prepare for taxes, choose accounting software, understand SaaS revenue recognition, or manage the financial operations of their bootstrapped business. Covers bookkeeping setup, tax preparation, accounting tools, and financial hygiene for solo founders.

Run the usage query script to retrieve account usage information for GLM Coding Plan. Only use when invoked by usage-query-agent.

Diagnose and resolve failures in Azure SDK CI and generation pipelines. **UTILITY SKILL**. USE FOR: "pipeline failed", "build failure", "CI check failing", "SDK generation error", "reproduce pipeline locally", "debug SDK pipeline". DO NOT USE FOR: local build issues without pipeline context, API design review, SDK publishing. INVOKES: azure-sdk-mcp:azsdk_analyze_pipeline, azure-sdk-mcp:azsdk_package_build_code, azure-sdk-mcp:azsdk_package_run_check.

This skill parses a user's high-level scientific task in the ScienceWorld environment and extracts the core objective and target location. It should be triggered when a new task instruction is received, especially those involving finding, comparing, or manipulating objects. The skill interprets the query to identify the goal (e.g., 'find the animal with the shortest life span') and any specified locations (e.g., 'animals are in the outside location'), outputting a clear, actionable sub-goal for navigation or observation.

Generate images with Model Studio DashScope SDK using Qwen Image generation models (qwen-image, qwen-image-plus, qwen-image-max and snapshots). Use when implementing or documenting image.generate requests/responses, mapping prompt/negative_prompt/size/seed/reference_image, or integrating image generation into the video-agent pipeline.

System architecture patterns including monolith, microservices, event-driven, and serverless, with C4 modeling, scalability strategies, and technology selection criteria. Use when designing system architectures, evaluating patterns, or planning scalability.

Navigates C3 architecture docs and explores corresponding code to answer architecture questions. Use when the user asks "where is X", "how does X work", "explain X", "show me the architecture", "find component", "what handles X", "what constraints apply to X", "what rules apply to X", or references C3 IDs (c3-0, c3-1, adr-*). Requires .c3/ to exist. For changes, route to c3-alter instead.

Capture patine (decision wisdom) at Gates when KO or challenge occurs

Upgrade dependencies for Java/Kotlin (Gradle/Maven) and TypeScript/Node projects with minimal risk: plan the bump, apply changes incrementally, run tests/builds, and document breaking changes. Use when the user asks to bump deps, update frameworks, or address CVEs.

Feature store management skill for online/offline feature serving, feature registration, and training-serving consistency.

Specialized skill for fatigue life assessment and durability prediction under cyclic loading conditions

Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.

This skill evaluates a list of search results against the target product criteria. Trigger it when a search result page is observed, to identify promising product listings. It analyzes each result's title, price, and brief description to shortlist items that best match the required attributes (like size, color, and price), outputting a prioritized list of candidate product IDs or links for further inspection.

Storybook configuration, stories, addons, interaction testing, and documentation.

Resolve PR review bot findings on current PR. Fetches unanswered bot comments, evaluates each finding, fixes real bugs, dismisses false positives, replies to every comment, and watches for new findings until bots go quiet.

Adversarial plan review by 3 independent reviewers (Feasibility, Completeness, Scope & Alignment) before presenting to user.

Modern coding standards applicable across TypeScript, JavaScript, React, and Node.js projects.

Create and manage budgets with variance analysis and departmental allocation

Use JN for data transformation and ETL. Read data with 'jn cat', filter with 'jn filter', write with 'jn put'. Convert between CSV/JSON/Excel/YAML formats. Stream data through Unix pipes. Integrate with VisiData for visual exploration. Use when working with data files, format conversion, filtering data, or ETL pipelines.

Search for package-specific usage rules and best practices from Elixir packages. Use when you need coding conventions, patterns, common mistakes, or good/bad examples for packages like Ash, Phoenix, Ecto, etc.

Запускает информационную базу в режиме 1С:Предприятие (пользовательский режим).

ふるさと納税の寄附金受領証明書を読み取り、寄附データを管理し、控除額を計算するスキル。

Guide a safe git rebase of the current branch onto a target branch, including conflict triage and resolution steps. Use when asked to rebase, update a branch, or resolve rebase conflicts.

Progressive Web Apps - service workers, caching strategies, offline, Workbox

React web development with hooks, React Query, Zustand

Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.

> **Parent Brief:** `docs/briefs/2026-03-25-incremental-knowledge-capture.md` > **Status:** Ready > **Date:** 2026-03-25 > **Estimated scope:** 1 session / 3 files / ~120 lines

Conduct red team operations using the Covenant C2 framework for authorized adversary simulation, including listener setup, grunt deployment, task execution, and lateral movement tracking.

Provides API marketplace access for AI agents. Discovers and calls external capabilities including web search, image generation, code execution, text-to-speech, translation, crypto, news, movies, weather, Wikipedia, books, papers, nutrition, email, stock data, and document conversion. 100 services, 217 endpoints. Registers for free with $1.00 credits. 87 free services, paid from $0.01-$0.05 per call via simple HTTP. No SDK needed.

Context preservation, tiered summarization, resumability

Use when working with SQLiteData library (@Table, @FetchAll, @FetchOne macros) for SQLite persistence, queries, writes, migrations, or CloudKit private database sync.

Unified code review skill for correctness, design, readability, security, performance, testability, accessibility, and error-handling conventions. Use when reviewing changes, enforcing quality standards, or identifying technical debt.

Manage Kurtosis Portal for remote context access. Start, stop, and check status of the Portal daemon that enables communication with remote Kurtosis servers. Use when working with remote Kurtosis contexts.

Run toolchain binaries (objdump, nm, size, readelf, strip, etc) to disassemble code, list symbols, analyze binary size, and inspect ELF artifacts. MUST be used instead of system tools.

Update all patched crates from SP1 version `$0` to `$1`.

Create forensically sound bit-for-bit disk images using dd and dcfldd while preserving evidence integrity through hash verification.