Use LLM-assisted harness generation to expand fuzz coverage for real projects before manual fuzzing work begins.
Detects scheduling conflicts across multiple Google Calendars using the Google Calendar API v3 and the freebusy query endpoint.
Quick reference cheatsheet for Google ADK in Clojure. Includes agent creation patterns, model configuration, tool building, execution patterns, and common workflows.
Find Key Opinion Leaders (KOLs) in a given domain by combining web research with LinkedIn post search.
Google Agent Development Kit (ADK) for Python. Capabilities: AI agent building, multi-agent systems, workflow agents (sequential/parallel/loop), tool integration (Google Search,…
Scans npm, PyPI, and Go module dependencies for known vulnerabilities using the OSV.dev API and GitHub Advisory Database. Generates SBOM reports in CycloneDX format.
ELF binary inspection skill for Linux. Use when examining ELF executables or shared libraries with readelf, objdump, nm, or ldd to understand symbol visibility, section layout,…
Gemini 3 Pro API/SDK integration for text generation, reasoning, and chat. Covers setup, authentication, thinking levels, streaming, and production deployment.
CMake build system skill for C/C++ projects. Use when writing or refactoring CMakeLists.txt, configuring out-of-source builds, selecting generators (Ninja, Make, VS), managing…
Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights.
Fetches Gmail threads via the Gmail API (users.threads.get), extracts full message content, and produces a structured summary with action items, decisions, and follow-ups.
Guide for building AI agents with Google ADK (Agent Development Kit). Use when creating multi-agent pipelines, implementing conditional agent branching, designing agent tools with…
AddressSanitizer detects memory errors during fuzzing. Use when fuzzing C/C++ code to find buffer overflows and use-after-free bugs.
Manages Firebase/Firestore operations including CRUD, queries, batch processing, A2A agent communication, MCP server integration, and Cloud Run service coordination.
Pulls search analytics from Google Search Console's /searchanalytics/query API to identify declining pages and keyword cannibalization.
Bidirectional calendar synchronization using Google Calendar API v3 with OAuth 2.0. Detects scheduling conflicts across multiple calendars, suggests optimal meeting times using…
Use only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding coverage/sanitizers.
Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and…
OSS-Fuzz provides free continuous fuzzing for open source projects. Use when setting up continuous fuzzing infrastructure or enrolling projects.
Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations.
Lets an agent use Gemini from the terminal to inspect repositories, edit files, run shell commands, and ground work with built-in search and local context.
Techniques for writing effective fuzzing harnesses across languages. Use when creating new fuzz targets or improving existing harness code.
Produce a license inventory for Go module dependencies before release, procurement review, or open-source due diligence.
Coordinates meeting suggestions with the Google Calendar `freeBusy` endpoint, Events resource, and conferenceData fields for cleaner scheduling handoffs.
Generate A2UI 0.8 protocol compliant UI code. Use when building agent-driven interfaces, generating JSONL messages for surfaceUpdate/dataModelUpdate/beginRendering, creating…
clasp CLI を使って Google Apps Script プロジェクトをローカルで開発・デプロイする。 TypeScript 対応、スプレッドシート関数、Web アプリ、定期実行トリガーなどを素早く作成できる。 "GAS を作って", "Apps Script を書いて", "スプレッドシートの関数を作って", "clasp create",…
Triage inbox backlog with the Gmail API’s `users.threads`, `users.messages`, and `users.labels` methods so agents can classify and prioritize whole conversations instead of…
Foundational knowledge for creating ADK (Agent Development Kit) agents including environment setup, project structure, and basic agent scaffolding.
Build RAG (Retrieval-Augmented Generation) agents with Google ADK and Vertex AI RAG Engine. Use when implementing document Q&A, knowledge base search, or citation-backed…
Synchronizes events across multiple Google Calendar accounts using the Calendar API v3 and OAuth 2.0. Handles recurring events, timezone conversions, and conflict resolution.
Building effective fuzzing harnesses to maximize code coverage and vulnerability discovery through automated input generation
Compile-time dependency injection in Golang using google/wire — wire.NewSet, wire.Build, wire.Bind (interface→concrete), wire.Struct, wire.Value, wire.InterfaceValue,…
Techniques for writing effective fuzzing harnesses across languages. Use when creating new fuzz targets or improving existing harness code.
Guidance for a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource.
Google ADK (Agent Development Kit) architecture and core concepts. Covers agent types (LLM, Sequential, Parallel, Loop, Multi-agent), tool ecosystem, execution flows, deployment…
Uses the Gemini Imagen 3 API (imagegeneration endpoint) to apply stylistic transformations to uploaded images, converting photos to watercolor, line art, or oil painting styles.