This skill should be used when the user asks to "search Consensus", "consensus search", "find RCT papers", "find clinical papers", "search medical literature via consensus", "find papers on consensus.app", or needs to search Consensus.app for academic/medical literature via the consensus CLI tool.

Produce a system context diagram — highest-level view showing the system boundary plus external entities (actors / other systems / organizations) with labeled data + interaction flows. Defines what's in scope and out of scope.

Run, resume, and manage checkpointflow workflows interactively. Use this skill whenever the user wants to run a workflow, execute a YAML pipeline, resume a paused run, check workflow status, cancel a run, or interact with cpf at runtime. Also triggers on phrases like "run the workflow", "execute this", "resume the run", "what's the status", or when the user provides input for a waiting workflow step.

Create AGENTS.md files for project-specific inline rules. Use when adding small, project-specific instructions that should be committed in repos.

Creates well-formed tasks following a template that engineers can implement. Use when creating tasks, defining work items, creating tasks from PRD, breaking down features, or converting requirements into actionable tasks.

Creates well-formed tasks following a template that engineers can implement. Triggers on: 'create tasks', 'define work items', 'break this down', creating tasks from PRD, converting requirements into actionable tasks, feature breakdown, sprint planning.

Create custom OpenLineage extractors for Airflow operators. Use when the user needs lineage from unsupported or third-party operators, wants column-level lineage, or needs complex extraction logic beyond what inlets/outlets provide.

Database performance tuning and query optimization across platforms. Use when analyzing slow queries, designing indexing strategies, tuning database configurations, or scaling database systems.

Assess deal health and identify at-risk opportunities using engagement signals, stakeholder mapping, and velocity analysis

Evidence-based troubleshooting specialist that analyzes problems without fixing them

Relevance filter applied BEFORE producing a deep analysis. Forces the assistant to identify the real decision, the requested depth, the user's role-scope, and to commit to one winning hypothesis — instead of dumping every possible angle. Trigger: When the user asks for "análisis profundo", "deep analysis", "investigá esto a fondo", "diagnose this", "root cause this", or any open-ended diagnostic question on a complex bug, architecture decision, or trade-off.

Conduct comprehensive multi-source research with AI-powered analysis. Use when investigating complex topics, gathering information from multiple sources, or synthesizing research findings.

DeFi attack pattern playbook. Use when analyzing flash loan attacks, price oracle manipulation, MEV sandwich attacks, governance exploits, bridge vulnerabilities, and token standard edge cases in decentralized finance protocols.

Demo / showcase planning — purpose + audience + agenda + narrative + golden-path script + failure recovery + environment + rehearsal + feedback capture + follow-up.

Automated deployment orchestration with rollback, blue-green, and canary deployment strategies

Automated deployment orchestration with rollback, blue-green, and canary deployment strategies

Implement safe deployment strategies including rolling, blue-green, canary, and feature flags. Use this skill when planning deployments, reducing deployment risk, or implementing progressive delivery. Activate when: deployment strategy, rolling update, blue-green, canary deployment, feature flags, progressive delivery, zero downtime deployment, rollback, deployment risk.

This skill should be used when the user asks to "check for detectability", "analyze timing side channels", "find privacy issues related to traffic analysis", "check for metadata leakage", or mentions "detectability" in a privacy context. Maps to LINDDUN category D1.

This skill should be used when the user asks to 'pause work', 'hand off session', 'save progress', 'create handoff', or when context is running low and work needs to continue in a new session.

Investigates errors across network failures, JavaScript errors, and error clicks to identify what's broken, where, and why. Use when the user says "what's broken", "errors are up", "why are users seeing errors", "JS errors", "network failures", "5xx spike", "something is broken", or wants to triage product reliability issues.

Open a direct-mode session on a single issue in the current chat. Workflow runs end-to-end interactively instead of via dispatched subagents.

Guides users through distributing Tauri applications to the iOS App Store, including Apple Developer enrollment, Xcode configuration, provisioning profiles, code signing, TestFlight beta testing, and App Store submission processes.

DNS rebinding attack playbook. Use when testing applications that trust DNS resolution for origin checks, interact with internal services from browser context, or when SSRF is not possible server-side but the target has client-side fetch/XHR to attacker-controlled domains.

System health diagnostics and troubleshooting

Frappe DocType creation patterns, field types, controller hooks, and data modeling best practices. Use when creating DocTypes, designing data models, adding fields, or setting up document relationships in Frappe/ERPNext.

Help users implement effective dogfooding practices. Use when someone is trying to get their team to use their own product, designing internal usage programs, or building user empathy through personal product use.

Publishing to package managers. Homebrew, apt/deb, winget, Scoop, Chocolatey manifests.

Optimizing LINQ queries. IQueryable vs IEnumerable, compiled queries, deferred exec, allocations.

Optimizing MAUI for iOS/Catalyst. Native AOT pipeline, size/startup gains, library gaps, trimming.

Testing .NET MAUI apps. Appium device/emulator testing, XHarness, platform validation.

Building Minimal APIs. Route groups, endpoint filters, TypedResults, OpenAPI 3.1, organization.

Navigating .NET solution structure or build configuration. Analyzes .sln, .csproj, CPM.

Internal skill used by ds-plan at Phase 2 exit gate. Dispatches a reviewer subagent to verify PLAN.md quality before implementation. NOT user-facing.

When the user wants to plan, implement, or optimize student and education discount programs. Also use when the user mentions "student discount," "education discount," "student plan," "for students," ".edu discount," "academic pricing," "student verification," "SheerID," "UNiDAYS," or "education program." For startup pricing page, use startups-page-generator.

Eject katachi plugin into self-contained project structure

Guide for OTP and Elixir concurrency. Use when implementing GenServers, designing supervision trees, or building fault-tolerant concurrent systems.

Enrich an existing meeting/interview note from its transcript, or scaffold one when only a transcript exists. Captures granular narrative, exact phrases, mechanics, casual context, and implicit signals. Run on thin auto-summary notes or transcripts that warrant close reading.

Setup environment configuration with type-safe validation and local development defaults. Use this skill when the user says "setup env", "configure environment", "env vars", or "environment setup".

Implement structured logging, error hierarchies, and observability patterns for production systems. Covers structured JSON logging, error classification, correlation IDs, and alerting integration. Triggers on logging architecture, error handling strategy, or observability requests.

Escalate privileges on Windows systems using service misconfigurations, DLL hijacking, token manipulation, UAC bypasses, registry exploits, and credential dumping. Use when performing Windows post-exploitation or privilege escalation.

ESLint custom rule development - AST traversal, rule testing, plugins, and flat config When user creates ESLint rules, develops ESLint plugins, works with AST, or mentions RuleTester

This skill should be used when agents need to search codebases for text patterns or structural code patterns. Provides fast search using ripgrep for text and ast-grep for syntax-aware code search.

Firebase Authentication implementation patterns including sign-in flows, OAuth, and session management. PROACTIVELY activate for: (1) implementing sign-in/sign-up flows, (2) setting up OAuth providers like Google, (3) creating protected routes with middleware. Triggers: "auth", "sign-in", "oauth"

Mark tasks and phases complete after verification. Use when finishing tasks, closing phases, or marking work done. Ensures all work verified before completion.

Create model classes with fromJson/toJson using dart:convert and Dart 3 pattern matching. Use when manually mapping JSON to classes, parsing HTTP responses, or choosing between manual and code-generated serialization.

Configure `MaterialApp.router` using a package like `go_router` for advanced URL-based navigation. Use when developing web applications or mobile apps that require specific deep linking and browser history support.

Help founders raise capital and build investor relationships. Use when someone is preparing a pitch deck, deciding whether to raise venture capital, meeting with investors, or asking about fundraising strategy.

Real-time multi-chain gas monitoring and spike detection. Use this skill when the user needs Gas War Sniper via the bundled Teneo CLI and you need the live commands, arguments, or pricing before execution.

generate release notes for changes since a given tag

Essential Git commands and workflows for version control, branching, and collaboration.

Use git worktrees for parallel development on multiple branches simultaneously

Analyse les conflits git et propose à l'utilisateur une résolution pas à pas avec validation de chaque étape.

Manage Gitea via CLI. Use when user mentions "tea", "gitea cli", or needs terminal-based Gitea operations.

GitLab merge request operations. ALWAYS use this skill when user wants to: (1) list merge requests, (2) view MR details, (3) create new MRs, (4) approve/merge MRs, (5) checkout MR branches, (6) add notes/comments, (7) rebase MRs.

Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.

Go performance optimization techniques including profiling with pprof, memory optimization, concurrency patterns, and escape analysis.

Slash command: /groom-sprint-tickets <sprint name>. Do NOT auto-invoke. Only runs when explicitly called via slash command.

Install groove's Cursor native hooks into .cursor/hooks.json. Enables compaction-safe re-priming, session-end reminders, git activity capture, automatic session-capture drafts, and managed-path protection.

Find hackathons tailored to your tech profile and location by searching Devpost, Luma, Partiful, MLH, and Eventbrite. Use this skill when a user asks "find me a hackathon", "are there any hackathons near me", "what hackathons are coming up", "I want to compete in a hackathon", "find hackathons I could win", "upcoming hackathons in [city]", "online hackathons for [skill/tech]", or any request to discover hackathon opportunities.

Patterns for handling commands, validating input, and filtering messages in XMTP agents. Use when implementing slash commands, validators, or message filters. Triggers on command handling, input validation, or type guards.

Use when creating an R modeling package that needs standardized preprocessing for formula, data frame, matrix, and recipe interfaces. Covers: mold() for training data preprocessing, forge() for prediction data validation, blueprints, model constructors, spruce functions for output formatting.

Get help with Triqual plugin features, workflows, and troubleshooting. Use when user asks how do I use triqual or needs guidance.

Configure HUD display options (layout, presets, display elements)

This skill should be used when the user asks to "check for identifiability", "analyze re-identification risks", "find privacy issues related to anonymization", "check for PII exposure", or mentions "identifiability" in a privacy context. Maps to LINDDUN category I.

Implement software from validated planning artifacts using TDD and quality gates. Reads /sdlc:plan outputs and guides proper implementation.

Implements high-performance streaming using System.IO.Pipelines in .NET. Use when building network protocols, parsing binary data, or processing large streams efficiently.

Implements Pub-Sub patterns using System.Reactive and Channels for event-based communication in .NET. Use when building reactive applications or decoupled event-driven architectures.

Improves Python library code quality through ruff linting, mypy type checking, Pythonic idioms, and refactoring. Use when reviewing code for quality issues, adding type hints, configuring static analysis tools, or refactoring Python library code.

Install and authenticate the Intercom CLI (`@intercom/cli`) — a command-line tool for managing Intercom workspaces, designed for both human operators and AI agents. Use when the user asks to "install the Intercom CLI", "set up the intercom command", "install @intercom/cli", or wants shell access to their Intercom workspace.

US Stock AI Trading Assistant | Intellectia AI Stock Forecast — Smart analysis of stock entry/exit points, target price predictions, probability calculations, and technical ratings. Supports "Should I Buy" investment decision Q&A.

Specify an internal interface — signatures, pre/postconditions, invariants, error taxonomy, idempotency, complexity bounds, ownership, stability, examples. Module-level / library-level. Not a network contract.

GitHub issue operations. Use when creating PRs from issues, viewing issue details, or linking issues to branches.

End-of-day capture — ClickUp completion check, uncommitted work, intensity, tomorrow's frog. Use when closing out the workday.

Analyze labor productivity by trade, activity, and location. Track efficiency and identify improvement opportunities.

Replace hardcoded values with constants, enums, and configuration for maintainability; use PHP 8.1+ enums and config files

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' or 'product update.' This skill covers phased launches, channel strategy, and ongoing launch momentum.

Find and set up coding practice problems tailored to your weak areas, then create local files so you can solve them right away. Use this skill when a user wants to practice coding, asks for a LeetCode problem, says "give me a coding challenge", "I want to practice DSA", "help me prep for coding interviews", "find me a problem to solve", "I'm weak at dynamic programming", "quiz me on algorithms", or any request to practice coding with a specific language or topic focus.

Guide for implementing license key management with Dodo Payments - activation, validation, and access control for software products.

This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures understanding of code flow before implementation by: (1) Tracing execution path with specific file:line references, (2) Creating lightweight text diagrams showing class.method() flows, (3) Verifying understanding with user. Prevents wasted effort from assumptions or guessing. Triggers when users request: bug fixes, feature implementations, refactoring, TDD cycles, debugging, code analysis.

Use when unsure about command syntax, options, or behavior, or when the user asks to "check the man page", "look up the manual", or "what does [command] do". Consult system man pages for accurate, version-specific documentation.

Help users work through feelings of inadequacy and self-doubt. Use when someone feels like a fraud, doubts their qualifications, is anxious about being "found out," or struggling with confidence in a new or challenging role.

When the user wants a comprehensive App Store market overview, daily/weekly market briefing, or combined view of chart movements, trending keywords, featured apps, and new releases. Also use when the user mentions "market overview", "what's happening on the App Store", "market briefing", "weekly report", "market trends", or "state of the market". For chart-specific rank changes only, see market-movers. For keyword trends only, see keyword-research.

Prepare for an upcoming meeting with a company. Identify the account by ZoomInfo account/company ID (preferred) or by company name, domain, or ticker (which triggers a lookup step). Provide attendee names or emails and rich context on the meeting purpose, stakes, and known dynamics to get a tight, decision-ready brief — headline, relationship posture per attendee, ranked talking points, discovery questions, suggested agenda, and what NOT to do. Optimized for a 30-min slot.

MEV protection against sandwich attacks and front-running

Migrate what-do-you-know data files from the old flat .things/ layout to the per-plugin directory structure. Moves sessions, study plans, and converts progress.md and knowledge-map.md to JSON.

Use for time-based grouping of issues into delivery phases. Creates, updates, and tracks milestones, associates issues and epics, monitors progress toward milestone completion.

Speech-To-Text with MLX (Apple Silicon) and GLM-ASR-Nano-2512 locally.

Substitutes modern performant tools for legacy equivalents in generated code (npm→bun, find→fd, pip→uv, grep→rg, jq→jaq, eslint→biome, black→ruff, git→gix). Use when generating shell commands or scripts.

Administer MongoDB databases. Configure replica sets, sharding, and backups. Use when managing MongoDB deployments.

OpenTelemetry, structured logging, distributed tracing, alerting, and dashboards

Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or managing shared dependencies.

Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or managing shared dependencies.

Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or managing shared dependencies.

Sets up monorepo architecture with Turborepo, pnpm workspaces, shared packages, and optimized build pipelines. Use when users request "monorepo setup", "Turborepo", "pnpm workspaces", "shared packages", or "multi-package repository".

Plan and scope a Minimum Viable Product for a solopreneur. Use when deciding what to build first, what to cut, how to prioritize features, how to define "done" for a first launch, and how to structure the MVP build process. Covers the MVP definition, feature ruthless-cutting framework, build-vs-buy decisions, launch criteria, and post-launch learning loops. Trigger on "plan my MVP", "minimum viable product", "what should I build first", "scope my product", "MVP roadmap", "what features to include", "first version", "launch something".

Administer MySQL/MariaDB databases. Configure replication and optimize performance. Use when managing MySQL deployments.