interaction-polish
Elevate the feel, polish, and 'juice' of UI interactions and animations, in the craft tradition of Emil Kowalski (sonner, vaul) and Josh Comeau. Apply it…
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Elevate the feel, polish, and 'juice' of UI interactions and animations, in the craft tradition of Emil Kowalski (sonner, vaul) and Josh Comeau. Apply it…
Run a regular metrics review — pull data, spot patterns, translate numbers into narrative. Use for weekly or biweekly product health checks.
Use when designing a Go constructor or factory with 3+ optional parameters, or an API expected to grow new options over time. Covers the canonical Option…
SQL guardrails pack — NULL logic and JOIN traps, destructive-operation discipline, injection, query cost. Use when writing SQL, query-builder calls, ORM…
Python-specific idioms, philosophy, and expert-level patterns. Use when working with Python code, including Jupyter notebooks (.ipynb). Covers Pythonic…
Save a generated design system to disk as a hierarchical Master + per-page-overrides structure so future sessions can retrieve it for the project. Trigger when…
Evidence-first current-state research workflow for ECC. Use when the user wants fresh facts, comparisons, enrichment, or a recommendation built from current…
雕龙·心法 | DragonCraft Core - description: [何时使用]当需要评估叙事质量、生成叙事骨架、检测AI化程度、推荐叙事人格、进行伦理审查、跨场景一致性检查、记忆检索时
Audits the operational-object migration plan for a SQL Server move with 16 checks (M1-M16) — SQL Agent jobs/operators/alerts/proxies, linked servers, Database…
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a…
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with…
Facilitate a read-only standup across git worktrees, branches, or PRs to compare changes and produce one consolidation plan.
Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian color, analog…
Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of…
Use when Codex needs language-server diagnostics, definitions, references, symbols, or rename safety checks in the current workspace.
Triage acc's open promises and close them with honest real-world verdicts via acc_act(runtime="outcome").
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content…
Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring…
End-to-end bulk RNA-seq orchestrator — takes raw FASTQ reads through QC and trimming (FastQC, fastp/Trim Galore), alignment and quantification (STAR, Salmon,…
Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity…
Posts content to Weibo (微博). Supports regular posts with text, images, and videos, and headline articles (头条文章) with Markdown input via Chrome CDP. Use when…
Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed…
Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT, DPO,…
Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates. Handles deployment…
Systematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety, auditing practices, access controls,…
Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.
Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics. Computes stats from project memory and session history. Use…
Framework (OSS). Guide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript). Covers module definition…
Use when reviewing WordPress plugins for GPL compliance, checking license headers or compatibility, evaluating upsell/freemium/trialware patterns, validating…
Automate Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify, etc.) using agent-browser via Chrome DevTools Protocol. Use when the user…
Review a web app or page for visual design quality — layout, typography, spacing, colour, hierarchy, consistency, interaction patterns, and responsive…
Use under time pressure when the situation is still changing and you must act before certainty — cycle Observe→Orient→Decide→Act on ~70% confidence, then…
Fetch unread GitHub notifications for open PRs where review is requested from a specified team or opened by a team member. Use when asked to "find PRs I need…
Places album art files in the correct audio and content directory locations. Use when the user has generated or downloaded album artwork that needs to be saved.
Tracks compliance status across multiple frameworks. Monitors control implementation, identifies gaps, and generates compliance dashboards and reports.
Provides AWS CloudFormation patterns for Amazon RDS databases. Use when creating RDS instances (MySQL, PostgreSQL, Aurora), DB clusters, multi-AZ deployments,…
Lightweight implementation orchestrator for low-complexity work — fixes, refactors, doc changes, or single-AC features that do not warrant a phase plan or…
Interact with all Google Workspace APIs via the gws CLI. Use when managing Drive files, sending/reading Gmail, creating Calendar events, reading/writing…
Use when writing or refactoring code, before creating files - enforces separation of pure business logic (Functional Core) from side effects (Imperative Shell)…
Production-readiness pass — audits and implements the full non-happy-path matrix: loading skeletons, empty states, error messages, partial data, i18n, offline,…
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