AI Agent Skills

Use when designing, debugging, training, researching, or evaluating an AI agent and the decision concerns one of seven areas: minimum agent loop, inference-time compute…

Use when comparing non-trivial options or making a design/architecture/experiment/product/research/strategy decision with real tradeoffs, unclear criteria, or commitment…

Discovers and installs agent skills into a project (or the user-global lane) with the qvr CLI, where qvr.toml declares intent and qvr.lock is the resolved source of trut…

Use immediately after the user writes or revises a strategy artifact (strategy kernel, DHM, strategy blocks, empowered-team charter) to stress-test it before it propagat…

Use when the user is setting or pressure-testing product strategy, direction, or the case for an opportunity, before committing resources. Triggers on "product strategy"…

Diagnose WeChat DevTools failures through the official CLI instead of relying only on GUI screenshots. Use when Codex needs to run `open`, `preview`, or related commands…

Use host-side WeChat DevTools automation to inspect GUI-only runtime and interaction failures that do not show up in CLI `preview`. Trigger when page entry, taps, websoc…

Prepare a project for public collaboration — license, code of conduct, docs, branch rulesets, templates, and git-cliff releases. Use when open-sourcing a repository, onb…

Convert notebook prototypes into a distributable Python package with a src layout, a domain/io/application split, and validated OmegaConf plus Pydantic configuration. Us…

Add the validation layers that gate a merge — ty typing, Ruff linting, pytest coverage, structured logging, and the trivy, pip-audit, and gitleaks scans. Use when harden…

Deep analysis of a single security check against local Solidity code. Use with framework check IDs like AC-01, LN-02, VT-03. Also works during manual assessment to get A…

Quick security scan of Solidity smart contracts. Analyzes code against real audit findings from 4,500+ Solodit references across 39 DeFi verticals. Use when reviewing So…

Create standalone visual assets that stay on brand — SVG illustrations for articles and blog posts, repo and social/OG images, logo and identity work, on-brand concept i…

Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in C…

Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code…

Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it shou…