Productivity AI Skills

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first…

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward…

Swedish payroll (lön & arbetsgivaravgifter) compliance reference. Covers AGI filing, sociala avgifter (31.42%), skatteavdrag/skattetabeller, förmånsbeskattning (bil/kost/friskvård), semesterlöneskuld,…

Writes a detailed, executable implementation plan from an approved design or multi-step requirement, including exact files, interfaces, tests, commands, checkpoints, and rollback considerations. Use…

Brand strategy and identity design for businesses and products. Use when creating brand guidelines, developing visual identity systems, or defining brand positioning.

Act as a project-management copilot (PM/PMO) for the delivery loop: charters, plans and schedules, estimates, risk registers, status reports, scope changes, stakeholder communication, meeting actions,…

Manage tasks via the `justdoit` CLI (Google Tasks + Calendar): next view, list, search, complete/undo, and common workflows.

Use when a matter involves employment law obligations, contracts, termination, or disputes for entities registered in the Dubai International Financial Centre (DIFC). Covers DIFC Employment Law…

Use when upgrading a Rspack 1.x project to v2, including dependency and configuration updates.

Assess EKS cluster upgrade readiness by running automated checks across 8 areas (version validation, breaking changes, deprecated APIs, add-on compatibility, node readiness, workload risks, AWS…

Access matrix of role-by-module permissions, with per-role scope, confidentiality level and SME tier, as CSV, SQL, JSON Schema or Notion on request. Use for access reviews.

This skill should be used when the user needs to transform ideas, presentations, speeches, or data into persuasive stories using elite storytelling frameworks.

Define skeleton, skinning, and attachment conventions so rigs deform well, share animations, and stay within budgets.

Analyze or pressure-test the home product's own pricing and packaging using current competitor offers, recent pricing changes, customer and deal evidence, and company context. Use when the deliverable…

Use when you need to mine a conversation, session transcript, or design discussion for architectural decisions before writing ADRs. Identifies problem-solution pairs, trade-off debates, technology…

Use when the user is evaluating whether a product or feature idea is worth building. Triggers on phrases like "is this a real problem", "should we build this", "is this worth pursuing", "evaluate this…

Uses persistent markdown files for general planning, progress tracking, and knowledge storage (Manus-style workflow). Use for multi-step tasks, research projects, or general organization WITHOUT…

Use when user wants to draft a PRD (Product Requirements Document) from raw input (meeting transcripts, hand-waved descriptions, scattered decisions). Workflow: load org's PRD Guideline + writing…

Zoom Meeting SDK for Unreal Engine wrapper integrations. Use when building Unreal projects that embed Zoom meetings with C++ and Blueprint wrappers, including wrapper-to-SDK mapping concerns.

Integrated orchestrator agent that manages and coordinates 25 specialized AI agents for Specification Driven Development Trigger terms: orchestrate, coordinate, multi-agent, workflow, execution plan,…

Progressive-disclosure workflow for OpenDSS distribution-feeder studies. Use whenever the user wants to compile a DSS model, solve a distribution circuit, inspect feeder bus voltages or power, sweep…

Host-based simulation using the Zephyr native_sim board. Covers building for Linux/macOS/Windows, automated testing, host-side debugging (GDB, Valgrind), and host-target integration. Trigger when…

MUST use when user says 'bye', 'goodbye', 'good night', 'gnight', 'done for today', 'that's all', 'that's it', 'see you', 'see ya', 'let's stop', 'stopping here', 'wrapping up', 'signing off',…

Download NVIDIA Jetson Linux BSP artifacts (BSP tarball, sample rootfs, public_sources, x-tools, guides) for the active target. Use for Auto Setup; not for extraction or profile edits.

Build a growth experimentation system — ICE scoring, growth sprints, experiment design, statistical significance, and learning repositories. Use when building an experimentation program, running…

Opens a talk, module, paper, chapter, or referee report as a multi-session deliverable. Interviews the author, then scaffolds deliverable.yml, HANDOFF.md, the planning/ wiki, inbox/, and checks/. Use…

当用户需要对视频/影片进行一级校色时调用。核心工作流：先调对比度（Lift/Gamma/Gain）建立良好的黑位和白位，再调色彩平衡校正偏色，最后微调饱和度。三个步骤有强交互性需迭代调整。

RAG architectures, agent design patterns, prompt engineering, and LLM evaluation — domain expertise for AI application engineers

Draft and edit concise, reviewer-specific author responses in clear academic English. Use for paper rebuttals, response letters, revise-and-resubmit memos, reviewer-response matrices, evidence triage,…

Automates release note generation and social media announcements. Handles version incrementing (minor vs major).

Manage a persistent knowledge graph with entities, relations, and observations via CLI. Use when user needs to store, retrieve, search, or update structured memory/knowledge.

Use when writing recommendation letters, reference letters, or award nominations for students, postdocs, or colleagues. Invoke when user mentions recommendation letter, reference, nomination, letter…

Inspect datasets, calculate trustworthy summaries, identify patterns and anomalies, and explain decision-relevant findings with explicit assumptions.

Plan or implement migrations to MotherDuck with SQL translation, source-to-target validation, cutover, and rollback.

Independent review of a completed implementation against its plan, acceptance criteria, and code quality standards. Produces a structured review with severity-rated findings. Use after…

Designs and reviews Odoo QWeb HTML and PDF reports with stable layout, print-safe assets, paper formats, localization, and maintainable templates. Use when creating, redesigning, reviewing, or…

Loop-head perception for pack-all / clean-all-items tasks. From ONE observation it localizes BOTH the destination container (basket, bin, box) AND the next remaining target item, using the pairwise…

Find agent skills and skill repositories on GitHub.

Plans a feature through the same clarifying interview as /speq-plan, then creates the feat/plan-name branch, commits the plan, and opens a draft pull request. Arg: feature intent text, plan name, PR…

Check the Codex CLI, sign-in and the Official plugin, and set the default model and effort in config.toml.

Import and edit Pocket, phone, action-camera, or similar footage into a concise Remotion vlog with selective cuts, researched location context, titles, maps, transition captions, optional…

When the user wants to create, rewrite, evaluate, or improve an Agentic SEO skill. Also use when planning a skill-loop run or converting a formal contract skill into a narrative self-sufficient skill.

Use this skill for "format manuscript", "prepare for submission", "journal formatting", "Word", "DOCX", "reference DOCX", "LaTeX template", "submission checklist", "format references", "BibTeX",…

Reviews changed code using the shared code-reviewing workflow.

Use when onboarding an alternative data vendor, triaging legal rights, material non-public information exposure, scraping and computer-misuse risk, terms of service and personal data handling before…

Structured design critique and quality audit - a 10-dimension scored rubric (concept, hierarchy, layout, typography, color, imagery, consistency, usability, accessibility, craft/polish), screenshot or…

Use when designing, building, or reviewing sharing, invite, or collaboration features — share dialogs, permission levels, link sharing, team invites, access requests, or presence indicators. Also use…

Frame product direction for consumer workflows. Use when a feature needs a user goal, primary action, core object model, state coverage, or research-backed pattern selection before UI design.

Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content…

Create refreshable, auditable OpenDesign artifacts backed by connector or local data. Trigger when the user asks for live dashboards, refreshable reports, synced views, or reusable data-backed…

Automate Attio CRM operations -- search records, query contacts and companies with advanced filters, manage notes, list attributes, and navigate your relationship data -- using natural language…