Comprehensive systematic debugging agent for hunting down complex bugs, root causes, and error propagation across full stack (frontend, backend, APIs, databases).
Use when Codex writes, refactors, or reviews IntelliJ Platform / JetBrains IDE plugin Kotlin/Java code.
Guide for creating IntelliJ Platform plugins using Gradle and Kotlin/Java. Use when users want to create, configure, or develop plugins for IntelliJ IDEA or other JetBrains IDEs.
Use when deciding whether similar code should be deduplicated. Prioritizes shared intent and change reason over textual similarity, avoiding harmful DRY abstractions when code…
Route ambiguous Phoenix/LiveView/Ecto work requests to the correct /phx: workflow. Use when intent is unclear, mixed (bug fix vs. refactor), or scope is ambiguous.
Track user interactions and DOM mutations for debugging click handlers, form inputs, and dynamic UI changes.
Human-in-the-loop code review with chunk-by-chunk approve/reject/chat loop (git add -p style). Use when reviewing PRs, diffs, patches, or documents interactively.
Smoke-test the running Lightcode Electron app end-to-end via Chrome DevTools Protocol. Use when the user asks to "smoke test", "test the app", "verify the refactor in the UI",…
Complete SDK implementations for Interactor platform integration. Use when building TypeScript/Node.js or Python applications that need full Interactor client libraries.
Configure CI/CD pipelines for Intercom integrations with GitHub Actions. Use when setting up automated testing, configuring CI with Intercom secrets, or integrating Intercom API…
Diagnose and fix Intercom API errors by HTTP status code and error type. Use when encountering Intercom errors, debugging failed API requests, or troubleshooting integration…
Optimize Intercom API costs through caching, request reduction, and usage monitoring. Use when analyzing Intercom API usage, reducing unnecessary requests, or implementing usage…
Collect Intercom debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information…
Deploy Intercom integrations to Vercel, Fly.io, and Cloud Run with proper secrets. Use when deploying Intercom-powered applications to production, configuring platform-specific…
Create a minimal working Intercom example with contacts, conversations, and messages. Use when starting a new Intercom integration, testing your setup, or learning the core…
Configure Intercom local development with testing, mocking, and hot reload. Use when setting up a development environment, writing tests against the Intercom API, or establishing…
Configure Intercom across development, staging, and production workspaces. Use when setting up multi-environment deployments, configuring per-environment access tokens, or…
Optimize Intercom API performance with caching, search optimization, and pagination. Use when experiencing slow API responses, implementing caching strategies, or optimizing…
Handle Intercom API rate limits with backoff, queuing, and header monitoring. Use when handling 429 errors, implementing retry logic, or optimizing API request throughput for…
Implement Intercom reference architecture with layered project structure. Use when designing new Intercom integrations, reviewing project structure, or establishing architecture…
Receive and verify Intercom webhooks. Use when setting up Intercom webhook handlers, debugging X-Hub-Signature verification, or handling customer messaging events like…
Calculates and validates pre-petition interest for U.S. bankruptcy creditor proofs of claim. Triggers on "proof of claim", "pre-petition interest", "bankruptcy claim", "interest…
Design or critique information architecture, navigation, taxonomy, labeling, screen structure, content priority, findability, search and browse strategy, and information hierarchy.
สร้าง Interface Design Document (1 interface = 1 md file) จาก Interface SRS, Architecture Design และ Functional Design ตาม template ของ skill นี้ (แยก Batch File Process / RESTful…
Prüft einstweilige Verfügung, Arrest und interim relief im Commercial-Court-Umfeld, einschließlich Eilbedürftigkeit, Sicherheitsleistung und Vollziehung.
Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.
Build the internal link graph for a site, run PageRank-style authority distribution, detect orphan pages, and recommend new internal links via embedding-based semantic similarity…
Analyzes and optimizes internal link structure to improve site architecture, distribute page authority, and help search engines understand content relationships.
Guides adding and structuring internal Go packages: when to create a new package, import paths, cmd vs internal boundaries, and domain layout.
Use when targeting International Conference on Software Engineering (ICSE) or deciding whether a computer-science manuscript fits this venue.
Use when targeting International Conference on Theory and Applications of Satisfiability Testing (SAT) or deciding whether a computer-science manuscript fits this venue.
Use when targeting International Symposium on Computer Architecture (ISCA) or deciding whether a computer-science manuscript fits this venue.
Use when targeting International Symposium on Empirical Software Engineering and Measurement (ESEM) or deciding whether a computer-science manuscript fits this venue.
Integration architect for multi-app monorepos — shared contracts, API-first design with OpenAPI, cross-app auth, auto-generated SDKs, and full MCP server scaffolding per app
Tests variable interpolation features like {baseDir}. Use for testing path expansion.
Structures genetic test result interpretation with variant classification (ACMG criteria) and clinical actionability.
Structures drug screen interpretation with confirmation testing and clinical correlation. Use when interpreting drug screens, managing confirmatory testing, or documenting…
Query InterPro REST API for protein domain architecture, family classification, and member-DB integration.
Write ISRs that stay minimal, share data through volatile-correct handoffs, and defer real work safely.
Use when analyzing low-level interrupt behavior - debugging interrupt handler issues, investigating crashes or triple faults, verifying privilege level transitions, analyzing…
Use when deciding whether a project belongs at INTERSPEECH, the ISCA flagship speech conference, or should be routed to ICASSP, ASRU/SLT, Odyssey, SSW, ACL/EMNLP, or a speech…
Solve a coding interview exercise (Coderbyte / LeetCode style) end-to-end. Triggers when the user pastes an interview problem, references one in `examples/`, or asks to "solve" or…
Internationalization rules for multi-language websites. Use when working on localized text fields in the CMS, Intl formatting (dates, numbers, currencies, lists) in Astro…
Negative fixture for the gate-conformance suite: the SKILL.md frontmatter is fully valid, but the sibling audit-state.json sidecar is missing the required `owner` field.
Negative fixture for the gate-conformance suite: valid v8 frontmatter except `subject` is set to a value outside the closed twelve-shelf enum.
Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true? — from engineering/engineering-misc
Mandatory protocol that prevents AI agents from fabricating information. Forces best practice search before every action — coding, design, content, pricing, naming, architecture,…
Generate dependency diagrams from code or architecture. Traces code-level dependencies (hooks, queries, providers, components) or maps high-level system architecture.
Use GitHub Next's CI Doctor workflow to watch GitHub Actions runs, pull failure logs, trace recurring patterns, and open investigation issues with concrete next steps.
Use GitHub Next's CI Doctor workflow to watch GitHub Actions runs, pull failure logs, trace recurring patterns, and open investigation issues with concrete next steps.
Investigate a failing integration test from a GitHub issue. Downloads logs/artifacts, analyzes the failure, examines relevant skills, and suggests fixes.
Query live and historical Kubernetes network traffic through Kubeshark's MCP server when an agent needs packet-level evidence, API payloads, or service-path traces for incident…
Automatically investigate logs when errors occur, debugging issues, or troubleshooting problems. Check frontend logs (LogViewer) and backend logs (daily log files) for error…
Use HolmesGPT when an on-call agent needs one investigation loop that pulls alerts, logs, metrics, and infrastructure context from multiple systems and returns a root-cause path…
Handle alerts and debugging questions from Slack, query connected monitoring MCP servers, and follow runbook-guided investigation steps for live incidents.
Use the moment observed ≠ expected and especially when a result seems impossible (a deleted thing still appears, a fix has no effect, state lingers after teardown) — distrust your…
Investigates HEC-HMS internals through decompiled Java classes. Provides JythonHms API reference, CLI options, version-specific differences (3.x vs 4.x), and guides on-demand…
Run a deep root-cause investigation on the AWS DevOps Agent. Use when the user describes an incident, alarm, outage, or unexplained behavior — keywords like "5xx", "503", "OOM",…
Analyze feature requests, refactor plans, or technical decisions to determine investment value and provide recommendations.
Build algorithmic investing strategies with backtesting, signal generation, and portfolio optimization frameworks.