Manage your self-hosted Immich photo library through conversation — natural language search, geographic album curation, duplicate…
Estimate immune and stromal cell composition from bulk RNA-seq using multiple algorithms.
Use when work should move into code, config, tests, or operator-facing artifacts.
Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check facts.
Take a Linear issue, read it against the codebase, settle the approach with the human one question at a time, then build it under the…
Execute an approved plan through isolated implementation, testing, review, hardening, and QA roles.
Use this skill when the user asks to implement / wire up / gắn a set of analytics events into a vulcanlabs-style Android app from an event…
Implement an approved issue — run tdd-developer → review panel → fix loop → build-engineer → docs polish in the issue's own worktree, then…
Implements a feature from its specification.
Translates Figma motion and animations into production-ready application code.
Implements code changes involving shared infrastructure or subtle invariants, or changes requested through a workflow with reviewers.
Implement a task with automated LLM-as-Judge verification for critical steps
Require explicit human approval before implementing high-level architectural or design decisions.
Executes structured implementation plans with systematic task tracking, mandatory verification, and automated git commits.
John Carmack-level implementation review via rp-cli for current branch changes.
Use `LayoutBuilder`, `MediaQuery`, or `Expanded/Flexible` to create a layout that adapts to different screen sizes.
Use this skill whenever you are implementing or fixing an update_* tool in unifi-mcp.
Deploy AWS Security Hub as a centralized CSPM platform, backed by AWS
Implement and extend PostHog Data warehouse import sources.
Implements Delinea Secret Server for privileged access management,
Use the `http` package to execute GET, POST, PUT, or DELETE requests.