Transform verbose voice input into structured, token-efficient Claude prompts. Use when cleaning up voice memos, dictation output, or speech-to-text transcriptions that contain filler words, repetitions, and unstructured thoughts.

Plan and execute risky Spring Boot, Spring Framework, Kotlin, Gradle, JDK, and major dependency upgrades with explicit compatibility checkpoints and rollback thinking. Use when preparing or diagnosing a major version jump, navigating `javax` to `jakarta`, K2 adoption, plugin compatibility, auto-configuration drift, behavior changes in Hibernate or Security, or project-specific upgrade sequencing.

Bundle TypeScript and JavaScript libraries with blazing-fast speed powered by Rolldown. Use when building libraries, generating type declarations, bundling for multiple formats, or migrating from tsup.

Migrates Kotlin Multiplatform (KMP) projects to Android Gradle Plugin 9.0+. Handles plugin replacement (com.android.kotlin.multiplatform.library), module splitting, DSL migration, and the new default project structure. Use when upgrading AGP, when build fails due to KMP+AGP incompatibility, or when the user mentions AGP 9.0, android multiplatform plugin, KMP migration, or com.android.kotlin.multiplatform.library.

Set up a testing environment for RevenueCat purchases without charging real money. Use when the user says test RevenueCat purchases, sandbox setup, StoreKit configuration file, license tester, how do I test purchases without real money, set up sandbox account, internal testing track, or test paywall on iOS, Android, Kotlin Multiplatform, Flutter, or React Native.

Draft matter status reports from emails, call notes, and updates. Internal and client-facing formats, RAG logic, variance commentary, escalation flags. Use when asked to draft a status report, write a project update, summarise matter progress, prepare a client report, create a weekly or monthly update, convert emails into a status summary, or produce any kind of matter reporting. Also triggers when the user pastes email threads and asks what the status is, or needs to turn internal updates into client-facing reports. Also use when the user says things like "pull something together for the partner call", "I need to update the client on where we are", or "can you summarise what's happened this week".

Create JUI components — reusable UI building blocks used in GWT/JUI applications. Use this skill when the user asks to: create a new component, build a custom UI element, create a panel or widget, or asks about component patterns. Also trigger when the user mentions component, SimpleComponent, StateComponent, buildNode, renderer, DomBuilder, or asks how to create a reusable UI element.

Simulate structured grant peer review for biomedical proposals; use when stress-testing significance, innovation, approach, feasibility, and reviewer-facing weaknesses before submission.

Security patterns for Falcon Foundry apps including OAuth scopes, RBAC, input validation, UI security, and credential management. TRIGGER when user asks to "configure OAuth scopes", "secure a Foundry app", "handle secrets", "add input validation", or needs to review a Foundry app for security concerns (XSS, CSP, credential management). Also trigger during pre-deployment security reviews.

Run Playwright smoke tests, debug failures, and verify fixes

Review the current branch for bugs, intent fit, and test coverage; run or write tests; commit focused work; open or update a PR.

Deploy agent to Databricks Apps using DAB (Databricks Asset Bundles). Use when: (1) User says 'deploy', 'push to databricks', or 'bundle deploy', (2) 'App already exists' error occurs, (3) Need to bind/unbind existing apps, (4) Debugging deployed apps, (5) Querying deployed app endpoints.

Check and fix Apache 2.0 license headers and dependency licenses using skywalking-eyes. Use before submitting a PR.

Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections.

Execute Groq's primary workflow: chat completions with tool use and JSON mode. Use when implementing chat interfaces, function calling, structured output, or building AI features with Groq's fast inference. Trigger with phrases like "groq chat completion", "groq tool use", "groq function calling", "groq JSON mode".

Autonomous fixer for documentation PRs. Triggered by @claude comments on PRs targeting dev. Reads the writer's request and the doc-pr review comment, then applies fixes and commits. Use this skill whenever a writer tags @claude on a documentation PR — not for interactive help (use doc-help for that), but for autonomous, single-shot fixes in CI.

Implement focused Cerebro issues or PR follow-ups from Droid Create workflows.

Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.

Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.

Evaluate or develop strategy using Richard Rumelt's kernel of good strategy — Diagnosis, Guiding Policy, and Coherent Actions. Use when you need to cut through vague strategic plans and get to the hard choices, or when you suspect your "strategy" is actually just a list of goals.