Manage Git worktrees for isolated or parallel development. Use when creating, listing, reusing, or removing worktrees; working in a separate checkout; integrating task branches; repairing moved checkouts; or pruning stale worktree registrations.

Write and run unit tests for custom Omni Gateway policies built with the Policy Development Kit (PDK) — wire up `src/tests/`, build a first `UnitTestBuilder` test, mock HTTP/gRPC upstreams with closures or `TraceBackend`, factor reusable `TestConfig` helpers, assert on responses / headers / violations, run with `make test` or `cargo test`, troubleshoot init-sleep races, authority mismatches, and feature-gate skew. Use whenever the user mentions "PDK unit test", "pdk-unit", "UnitTestBuilder", "test my policy", "cargo test PDK", "mock backend PDK", "Omni Gateway policy unit testing", `with_http_upstream_from_authority`, `with_entrypoint`, `TraceBackend`, or asks "how do I test an Omni Gateway policy", "how do I mock an upstream in pdk-unit", "why is my policy timer not firing in tests". For full `pdk-unit` API reference see `pdk-templates/templates/unit_testing.md`. For scaffolding / build / publish see `develop-pdk-policy`.

Removes AI tells from prose: puffery, AI vocabulary, em dashes, hedging, filler and abstract metaphor nouns. Use when writing or editing prose a person reads: docs, README files, PR descriptions, commit messages, changelogs, release notes.

Plan and run a media pipeline for images, video, and downloadable assets. Use this skill when designing image storage and delivery, choosing formats (WebP, AVIF), setting up responsive images, picking a video host, organizing a brand asset library, or auditing a slow image pipeline. Triggers on image pipeline, asset library, DAM, image optimization, WebP, AVIF, responsive images, video hosting, image CDN, asset workflow, media management. Also triggers when images are slow, broken, or scattered across systems.

Plan and run backups, set recovery objectives, and run disaster recovery drills. Use this skill when defining RPO/RTO targets, designing backup architecture, deciding what to back up and how often, planning for full-region or platform outages, or running a restoration drill. Triggers on backup, restore, RPO, RTO, disaster recovery, DR, business continuity, what if the database is gone, what if our hosting goes down, recovery drill, ransomware planning. Also triggers when an incident reveals a gap in restoration capability.

Convene a council of sixteen personality-typed subagents that debate a question under coded rules of order and decide by consensus or vote. Meant to be run by hand with /council:council. On your own initiative consider it only for a perfect match - a consequential decision or dilemma with real competing tradeoffs and no checkable right answer, where the user also asks for several perspectives, a debate or a consensus, or says "ask the council", "convene the council" or "let the council decide" - and even then offer it and wait for a yes before convening. Do NOT use for factual questions, coding, debugging or review tasks, quick opinions, or anything one careful answer handles.

Create and present web-based slidedecks for developers using Slidev with Markdown, Vue components, code highlighting, animations, and interactive features. Use when building technical presentations, conference talks, code walkthroughs, teaching materials, or developer decks.

Writes and maintains the body of a pull request opened by a coding agent on Arize-ai/phoenix, including a fixed "How this PR was made" section that reports steering, abandoned approaches, and verification gaps so a reviewer can pick a review depth. Use when opening a PR, editing a PR body, pushing more commits to an agent-authored PR, or when the user asks for a PR description, PR summary, or provenance section.

Builds, packs, and deploys compiled Airflow Go SDK bundles so the ExecutableCoordinator can run them. Use when the user wants to compile a Go task bundle, asks about `go build`, `go tool airflow-go-pack`, the AFBNDL01 self-contained executable bundle, packing or inspecting a bundle, placing it under `executables_root`, cross-compiling a bundle for workers, `go-sdk` module versioning/tags/pseudo-versions, or getting the bundle onto an Airflow worker (Docker, Kubernetes, or Astro). For the task code see authoring-go-sdk-tasks; for the shared coordinator settings see configuring-airflow-language-sdks.

Configures Airflow to run language SDK tasks (Java, Go, and future native SDKs) — register a coordinator, map a queue to it, ensure the runtime/artifact on workers, and tune coordinator options. Use when the user wants Airflow to route a queue to a native-language coordinator, asks about the `[sdk]` `coordinators`/`queue_to_coordinator` settings, `AIRFLOW__SDK__COORDINATORS`, `jars_root`, `executables_root` or other coordinator `kwargs`, `task_startup_timeout`, or why their native tasks aren't being picked up. Covers the shared routing mechanism plus per-coordinator options (e.g. JavaCoordinator, ExecutableCoordinator).

Builds human-in-the-loop (HITL) Airflow workflows - approval gates, form input, and human-driven branching. Use when a DAG needs a human in the loop - an approval or reject step, sign-off before a task runs, a decision or approval UI, branching on a human choice, or collecting form input mid-run; also on mentions of ApprovalOperator, HITLOperator, HITLBranchOperator, HITLEntryOperator, or HITLTrigger. Requires Airflow 3.1+. Not for AI/LLM task calls (see migrating-ai-sdk-to-common-ai).

Configure LaunchDarkly Factory settings (GitHub App auto-flagging and auto-releasing) via the hosted MCP, or diagnose why a pull request was not classified / auto-flagged. Use when the user wants to turn on auto-flagging, map a GitHub repo to a LaunchDarkly project, change Factory account defaults, unmap a repo, or asks why Factory did not classify their PR.

Use when translating or migrating existing specs from another tool or format (Spec Kit, Kiro, ADRs, Jira, Confluence, Word docs, or custom markdown requirements) into SDD spec format. Also use when the user says "convert these specs", "migrate to SDD", "translate from X to SDD", or "import specs".

Write, rewrite, or line-edit prose so it reads as a professional wrote it, not a model: clear, specific, register-appropriate, and free of AI writing tells. Apply to any prose a human will read. Triggers include "make this sound human", "remove the AI tells", "de-slop this", "does this read like ChatGPT wrote it", "humanize this draft", "rewrite this professionally", or any request to draft or sharpen an email, blog post, op-ed, report, memo, or longform message.

Use when the user wants rigorous, non-sycophantic editorial feedback on a draft, essay, blog post, or argument through back-and-forth dialogue — pressure-testing thesis, structure, argument, clarity, tone, and evidence. Triggers: "be my sparring partner", "pressure-test this draft", "poke holes in my argument", "is this ready to publish", "sharpen this post", "where is this weak". Not for one-shot copyediting, proofreading, or ghostwriting.

Remove one or more of the initial CRM resources (contacts, companies, deals, tags, tasks) from the codebase. Use when the user asks to delete, remove, or strip out one or several of these built-in resources. Runs the delete-initial-resource.ts script to drop each resource's own folder, then guides cleanup of every file that references them.

Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".

Install or verify the oma CLI and its runtimes (bun, uv, serena) before any oma-* skill, agent, or workflow runs an `oma` command. Use when `oma` is missing from PATH, when a skill says to run `oma ...` and the shell reports "command not found", or on the first task in a fresh Cursor or Grok Bot workspace.

Use when addressing PR review threads on a GitHub PR — replying to review comments, resolving threads after fixes, looping through reviewer feedback, applying or counter-proposing suggestion blocks, sweeping outdated threads, checking PR mergeability, or discovering which PRs are open on a repository. Applies when the `spn` CLI is on PATH (`command -v spn`). Prefer spn over hand-rolled `gh api graphql` for review-thread work.