Find the perfect capability for your agent.
Check and optimize MetaDescription frontmatter fields in VS Code documentation. Use when auditing, adding, or improving page descriptions for SEO and discoverability. Apply this when making content changes to markdown articles.
Validate that reasoning parameters are correctly serialized and sent to provider APIs. Use when the user asks to test reasoning serialization, run reasoning tests, verify reasoning config fields, or check that ReasoningConfig maps correctly to provider-specific JSON (OpenRouter, Anthropic, GitHub Copilot, Codex).
Generate and create pull request descriptions automatically using GitHub CLI. Use when the user asks to create a PR, generate a PR description, make a pull request, or submit changes for review. Analyzes git diff and commit history to create comprehensive, meaningful PR descriptions that explain what changed, why it matters, and how to test it.
Create GitHub issues using GitHub CLI with support for templates, labels, assignees, milestones, and draft issues. Use when the user asks to create a GitHub issue, file a bug report, submit a feature request, or open an issue in a GitHub repository.
Generate engaging, high-energy release notes for a given version tag. Fetches the release from GitHub, retrieves every linked PR's title and description, then synthesizes all changes into a polished, user-facing release note with an enthusiastic tone. Use when the user asks to write, generate, or create release notes for a version (e.g. "write release notes for v1.32.0", "generate release notes for the latest release", "create changelog for v2.0").
Resolve inline code review comments on a GitHub PR. Use when asked to "resolve review comments", "address PR feedback", "fix PR comments", or "work through review comments". Fetches every inline comment with its surrounding code context, then applies each change systematically.
Find test files and functions related to recent git changes. Suggests exact go test commands with correct env vars.
Help with Fleet GitOps configuration files including queries, profiles, software, and DDM declarations with validation against upstream references.
Break down a Fleet GitHub story issue into implementable sub-issues with technical specs. Use when asked to "spec", "break down", or "analyze" a story or issue.
Use when working on Fleet GitOps configuration files, including osquery queries, configuration profiles, DDM declarations, software management, and CVE remediation in the it-and-security folder.
Open-source, pluggable agentic coding orchestrator. Manages durable coding agents (Claude Code, Codex, OpenCode) through a simple interface — spawn agents, track progress, and let feedback loops like PR reviews and CI failures automatically route to the right agents. Use for fixing bugs, building features, working on GitHub issues, checking status, and managing agent sessions.
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary. Search Zotero, Obsidian, and local paper folders first when available, then search IEEE Xplore, ScienceDirect, ACM Digital Library, and broader web in that order.
Guide for downloading and installing PuerTS UPM packages into a Unity project — covers version selection, package dependencies, download/extract and git URL installation methods, and Editor Assistant setup.
Wipe and regenerate the NetAlertX database and config. Use this when asked to reset database, wipe db, fresh database, clean slate, or start fresh.
Reprovision and reset the devcontainer environment. Use this when asked to re-run startup, reprovision, setup devcontainer, fix permissions, or reset runtime state.
Build Docker images for testing or production. Use this when asked to build container, build image, docker build, build test image, or launch production container.
Generate devcontainer configuration files. Use this when asked to generate devcontainer configs, update devcontainer template, or regenerate devcontainer.
Clean up unused Docker resources. Use this when asked to prune docker, clean docker, remove unused images, free disk space, or docker cleanup. DANGEROUS operation. Requires human confirmation.
