kevin-liu-01
- 163 skills
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- 3 hours ago last updated
- ▌ Update CLI Config · kevin-liu-01View and modify Cursor CLI configuration settings in ~/.cursor/cli-config.json. Use when the user wants to change CLI settings, configure permissions, switch approval mode, enable vim mode, toggle display options, configure sandbox, or manage any CLI preferences.
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- ▌ Peer Review · kevin-liu-01 bundlePrepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Use for authorized review of scientific manuscripts, protocols, preprints, or research proposals; reporting-guideline selection; claim–evidence checks; methods, statistics, reproducibility, ethics, figure/table, and citation critique; or revision-response planning.
- ▌ Experimental Design · kevin-liu-01 bundleDesign experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. Use whenever someone is planning a study, asks how to assign subjects/samples to groups, mentions randomization, blocking, stratification, controls, factorial or fractional-factorial designs, design of experiments (DOE), screening many factors, response-surface optimization, crossover or repeated-measures or split-plot designs, cluster/group randomization, Latin squares, plate layouts, batch/run-order effects, replication vs. pseudoreplication, or sequential/adaptive/group-sequential designs. Trigger even for informal phrasings like "how should I set up this experiment", "how do I avoid confounding", "what's the best way to test these 6 factors", or "assign these mice to conditions". For computing the sample size or power once the design is chosen, use statistical-power; for analyzing data already collected, use statistical-analysis.
- ▌ Babysit · kevin-liu-01Keep a PR merge-ready by triaging comments, resolving clear conflicts, and fixing CI in a loop.
- ▌ Create Hook · kevin-liu-01Create Cursor hooks. Use when you want to create a hook, write hooks.json, add hook scripts, or automate behavior around agent events.
- ▌ Emil Design Eng · kevin-liu-01This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great. Use when reviewing animation decisions, component polish, or motion design, or when the user says "Emil", "animation review", "component polish", "motion details", or "make it feel right".
- ▌ Agent Broom · kevin-liu-01Remember to run Agent Broom, the script-backed process tracking, audit, and cleanup tool. Use before starting another localhost server, before ending a turn that spawned long-running processes, when CPU/memory is high, when disk is low, or when the user says "what is running", "devclean", "orphaned MCP", "cleanup terminals", "localhosts out of control", or "free disk space".
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- ▌ Ariadne · kevin-liu-01Strap Ariadne onto a running agent (Claude Code, OpenClaw) to host a phone-first live event. Use when the agent should check guests in, assign gems + secret words, issue labyrinth missions, take drink orders, and drive a projection board over SMS/iMessage/voice via AgentPhone. Triggers on "run the room", "host the event", "Run(way)time", "check in a guest", "take a drink order".
- ▌ Gsap Scrolltrigger · kevin-liu-01Official GSAP skill for ScrollTrigger — scroll-linked animations, pinning, scrub, triggers. Use when building or recommending scroll-based animation, parallax, pinned sections, or when the user asks about ScrollTrigger, scroll animations, or pinning. Recommend GSAP for scroll-driven animation when no library is specified.
- ▌ Local Search · kevin-liu-01 bundleUse the local-search (`lsearch`) Rust CLI for browser-backed web search, readable page extraction, site mapping, structured DOM extraction, browser interaction, authenticated in-browser requests, tab and cookie control, and PNG/PDF/MHTML/HTML/HAR artifacts. Use when an agent needs current web results through a local Chrome or Chromium profile without a hosted search API key or metered search bill, especially from Claude Code, Codex, Cursor, OpenClaw, or another shell-capable agent.
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- ▌ Local Search Scripts Skill · kevin-liu-01 bundleMaintenance scripts for local-search. Read before editing scripts here.
- ▌ Src Bin Skill · kevin-liu-01 bundleCLI binary shims for `lsearch`, `local-search`, and legacy `local-browser`.
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- ▌ Sigil CLI · kevin-liu-01Consolidated reference for the @sigil-ui/cli command surface (init, convert, add, preset, design, inspire, adapter, docs, diff, doctor). Use when looking up what a CLI command does, picking between `sigil init` and `sigil convert`, scaffolding a new project, switching presets, generating DESIGN.md, validating a project, or any task that reaches for `npx @sigil-ui/cli`. Triggers on "sigil cli", "sigil init", "sigil convert", "sigil add", "sigil preset", "sigil design", "sigil doctor", "sigil diff", "sigil inspire", "sigil adapter", "sigil docs", "create-sigil-app", or "what does X do".
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- ▌ Sigil Scene · kevin-liu-01Author and extract `*.scene.tsx` files for animated or stateful blocks of an `apps/web` page. Use when extracting a self-contained visual/animated block from a long page file (the goal is one scene per file, page composes scenes), creating a new animation/diagram block, or refactoring a god file into scene-shaped modules. Triggers on "scene file", "extract scene", "animation suite", "PresetMorphScene", "scene convention", "componentize a page", or any task that involves moving inline JSX with state + animation out of a page file.
- ▌ Sigil Design · kevin-liu-01Generate, parse, and compile a unified DESIGN.md (33 categories, 519 tokens) that compiles to CSS, Tailwind v4, and W3C JSON. Use when creating a new design reference, extracting tokens from an existing site (`sigil design extract`), switching a project's visual identity, generating compiled token output, or auditing a design against the spec. Triggers on "DESIGN.md", "design reference", "compile tokens", "extract design system", "sigil design", or "design.md format".
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- ▌ Sigil Polish · kevin-liu-01 bundleDesign engineering principles for making Sigil interfaces feel polished. Use when building UI components, reviewing frontend code, implementing animations, hover states, shadows, borders, typography, micro-interactions, enter/exit animations, or any visual detail work. Triggers on UI polish, design details, "make it feel better", "feels off", stagger animations, border radius, optical alignment, font smoothing, tabular numbers, image outlines, box shadows.
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- ▌ Sigil Messaging · kevin-liu-01Canonical source of truth for Sigil positioning, copy, stats, naming, and tone. Use when writing or updating any README, docs page, marketing surface, llms.txt, social post, or agent-generated copy that mentions Sigil. Triggers on "Sigil messaging", "Sigil copy", "what is Sigil", "Sigil positioning", "Sigil stats", "Sigil tagline", or any task that produces text describing the product.
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- ▌ Src App Skill · kevin-liu-01 bundleNext routes, documentation shell, machine endpoints, and global styles.
- ▌ Src Lib Skill · kevin-liu-01 bundleProduct models, serializers, render/export helpers, and agent contracts.
- ▌ Src Hooks Skill · kevin-liu-01 bundlePersistent, portable, and performance-sensitive React state lifecycles.
- ▌ Scripts Lib Skill · kevin-liu-01 bundleNative Safari regression helpers and input-delivery diagnostics.
- ▌ Src Components Skill · kevin-liu-01 bundleStudio editors, shared UI systems, and authentic browser renderers.
- ▌ Glyphfield API · kevin-liu-01 bundleDiscover and use Glyphfield's deterministic HTTP API for brand identities, catalogs, element briefs, SVG backgrounds/templates, and apply-ready Design Lab sequences. Use for programmatic or batch generation that should not depend on an open browser canvas.
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- ▌ Glyphfield Create · kevin-liu-01 bundleCreate or revise brand-system compositions in Glyphfield, especially layered Design Lab work with shaders, text, marks, images, stickers, converters, artboards, and saved designs. Use when the requested outcome is a visual Glyphfield composition rather than only an API payload or final-file export.
- ▌ Glyphfield Export · kevin-liu-01 bundleExport and verify Glyphfield artifacts as SVG, PNG, JPG, GIF, MP4, PDF, JSON, or Lottie-compatible files. Use when the request is about downloading, rendering, motion loops, audio, dimensions, file integrity, or diagnosing an export that looks different from the Studio preview.
- ▌ Glyphfield Studio · kevin-liu-01 bundleOperate the live Glyphfield Studio programmatically through its supported Browser API, including tool navigation, accessible controls, exact source round trips, local files, Canvas/WebGL previews, and project-local state. Use when the task depends on an open browser workspace or authentic browser rendering.
- ▌ Cotcodec Skill · kevin-liu-01 bundleRepository-wide procedure for CoTCodec research, experiments, evidence, documentation, and release hygiene.
- ▌ Tests Skill · kevin-liu-01 bundleProcedure for focused unit, contract-tamper, lifecycle, evidence, and integration tests.
- ▌ Harness Skill · kevin-liu-01 bundleProcedure for CoTCodec's deterministic experiment runner, live agent loops, traces, checkpoints, and provider boundaries.
- ▌ Scripts Skill · kevin-liu-01 bundleProcedure for CoTCodec validators, runners, sealers, compilers, analyzers, and remote workload entry points.
- ▌ Harness Metrics Skill · kevin-liu-01 bundleProcedure for deterministic metric collection, paired degradation tests, safety gates, fertility, and Pareto analysis.
- ▌ Harness Routing Skill · kevin-liu-01 bundleProcedure for past-only message feature extraction and dynamic orchestration policy selection.
- ▌ Harness Capsules Skill · kevin-liu-01 bundleProcedure for fail-closed portable execution capsules, schema verification, and memory-graph instrumentation.
- ▌ Harness Benchmarks Skill · kevin-liu-01 bundleProcedure for benchmark adapters, task specifications, deterministic oracles, and benchmark readiness claims.
- ▌ Harness Conditions Skill · kevin-liu-01 bundleProcedure for language, compression, structure, degradation, and routing conditions applied to visible agent messages.
- ▌ Harness Memory Trials Skill · kevin-liu-01 bundleProcedure for frozen memory controls, lifecycle studies, causal holdouts, provider adapters, and matched memory-system trials.
- ▌ Infra Memory Baselines Skill · kevin-liu-01 bundleProcedure for exact-source, contained, CPU-first lifecycle doctors for external memory systems.
- ▌ Exa Search · kevin-liu-01 bundleWeb toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or fetch/extract URL content. Covers: web search (semantic lookups, research, current info — with optional research-paper category and academic domain filtering) and URL extraction (fetching pages, articles, academic PDFs in batch). Use this skill for web-related tasks when the user wants high-quality search or scholarly filtering via category=research paper. Triggers on requests to search, look up, fetch a page, or extract an article.
- ▌ Literature Review · kevin-liu-01 bundleConduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
- ▌ Citation Management · kevin-liu-01 bundleComprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
- ▌ Refine · kevin-liu-01Compound quality pass over recently changed code. Orchestrates seven standalone skills in sequence: comment, lerp, style, fix-types, interface, test-invariants, exemplar-audit. Each pass is independently invokable. Use after any feature or refactor lands and before the final commit.
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- ▌ Stripe · kevin-liu-01Query and manage Stripe resources (customers, payments, subscriptions). Reads from apps/website/.env. Write operations blocked on live keys.
- ▌ Comment · kevin-liu-01Write doc comments, module docs, and inline comments that follow Dedalus conventions per language. Loads the canonical style guides from the monorepo. Covers Rust, Python, Go, and TypeScript.
- ▌ Deepsec · kevin-liu-01Run vercel-labs/deepsec — an agent-powered vulnerability scanner — against any local codebase. Use when Kevin says "deepsec", "security scan", "scan this repo for vulns", "find security bugs in <repo>", "audit <project> for vulnerabilities", "production security review", or before shipping a new service. Performs a regex pre-scan, dispatches Opus 4.7 / GPT 5.5 at max reasoning to investigate each candidate, revalidates to cut false positives, and exports actionable findings. Cost-aware: always run a `--limit 50` calibration before a full scan.
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- ▌ DB Write · kevin-liu-01Run mutating SQL (INSERT, UPDATE, DELETE, DDL) against Supabase databases. Requires explicit user invocation. Use for migrations, seed data, schema changes, or data fixes.
- ▌ Dcs Test · kevin-liu-01Run DCS test profiles against controlplane (Go), host-agent (Rust), storage-daemon, or live clusters. Use when testing DCS changes locally or triggering CI test suites.
- ▌ Go Style · kevin-liu-01Complete Go style reference for Dedalus. Loads the full guide, decisions, and best practices documents (~7000 lines). Use when writing, reviewing, or refactoring Go code and the rules file doesn't cover the specific pattern.
- ▌ Torvalds · kevin-liu-01Design engineering principles for removing special cases. Use when designing new systems, extracting shared packages, refactoring conditional logic, deciding whether to add a flag or change the interface, or when the user invokes "good taste" or asks for a cleaner algorithm.
- ▌ Fix Types · kevin-liu-01Audit code for loose types that allow semantically invalid values to compile. Introduces newtypes, checked casts, enums over booleans, and documents wire/DB discriminant contracts. Use when writing structs with bare primitives, reviewing database or protocol code, or when a function takes 2+ parameters of the same type.
- ▌ Greentext · kevin-liu-01Explain system behavior, request flows, architecture, or implementation logic as short 4chan-style greentext lines. Use when the user asks for a step-by-step explanation, says "explain the logic", asks for "greentext", or wants terse sequential reasoning with each line starting with `>`.
- ▌ Gstack QA · kevin-liu-01QA lead with real browser testing. Tests your app, finds bugs, fixes them with atomic commits, generates regression tests. Use when the user says "QA", "test this", "find bugs", "exploratory test", "QA this", or "test the app".
- ▌ Humanizer · kevin-liu-01Remove signs of AI-generated writing from text, calibrated to Kevin's voice. Based on blader/humanizer (Wikipedia's "Signs of AI writing" guide) with a permanent voice profile extracted from Kevin's actual writing samples. Use when editing or reviewing any text Kevin will publish: social posts, Reddit posts, README copy, application essays, bios, wiki prose.
- ▌ Pr Review · kevin-liu-01Review PR comments from GitHub. Fetches inline review comments and issue comments, classifies by review.md prefix semantics (blocking vs non-blocking), and summarizes actionable items. Use when the user asks to check PR feedback, see reviewer comments, or address PR review.
- ▌ SEO Audit · kevin-liu-01Comprehensive SEO auditing covering crawlability, indexation, speed, on-page optimization, and content quality. Use when auditing a website's SEO, reviewing technical SEO foundations, checking meta tags, analyzing page speed, or when the user says "SEO audit", "check SEO", "audit this site", "technical SEO", or "crawlability check." Based on coreyhaines31/marketingskills.
- ▌ Gpt Taste · kevin-liu-01Elite UX/UI & Advanced GSAP Motion Engineer. Enforces Python-driven true randomization for layout variance, strict AIDA page structure, wide editorial typography (bans 6-line wraps), gapless bento grids, strict GSAP ScrollTriggers (pinning, stacking, scrubbing), inline micro-images, and massive section spacing. Use when the user says "GSAP ScrollTrigger", "editorial typography", "bento grid", "section spacing", "AIDA layout", "scroll pinning", or wants awwwards-level motion-rich landing pages.
- ▌ Ultracite · kevin-liu-01Zero-config linting and formatting via Ultracite (oxlint/oxfmt, Biome, or ESLint). Use when bootstrapping a new project, adding linting to an existing app, configuring agent hooks, setting up CI lint checks, or when the user says "lint", "format", "ultracite", "oxlint", "oxfmt", "code quality setup", or "add linting." Always prefer Ultracite over hand-rolled ESLint/Prettier/Biome configs.
- ▌ Career Ops · kevin-liu-01AI job search pipeline — evaluate offers, generate tailored CVs, scan 45+ company portals, track applications, interview prep, salary negotiation, and LinkedIn outreach. Use when the user asks to evaluate a job posting, generate a resume, scan for open roles, prep for interviews, or says "career-ops", "job search", "evaluate this role", "scan portals", "generate resume", "interview prep", or "salary negotiation."
- ▌ Postmortem · kevin-liu-01Run a blameless postmortem for a production incident. Investigate with data, write a structured report, build verification queries, and track remediation. Use when something broke in production, money was lost, users were affected, or a security issue was exploited.
- ▌ Design Taste Frontend · kevin-liu-01Senior UI/UX Engineer. Architect digital interfaces overriding default LLM biases. Enforces metric-based rules, strict component architecture, CSS hardware acceleration, and balanced design engineering. Use when the user says "UI architecture", "metric-based rules", "component architecture", "override LLM defaults", or needs a baseline design-engineering skill with variance/motion/density dials.
- ▌ High End Visual Design · kevin-liu-01Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel expensive. Blocks all the common defaults that make AI designs look cheap or generic. Use when the user says "premium feel", "high-end agency", "expensive feel", "luxury UI", "haptic depth", or wants $150k agency-level digital experiences.
- ▌ Agent Ethos · kevin-liu-01Minimal-fix coding philosophy. Use when writing or reviewing any code change -- favors deletions, hard line/file/PR limits, and elegance over cleverness.
- ▌ Agent Reach · kevin-liu-01Internet access for AI agents — read and search Twitter/X, Reddit, YouTube, GitHub, LinkedIn, RSS, and web pages. Zero API fees, CLI-based, fully local. Use when the user asks to research a topic across the internet, fetch live social media posts, get YouTube transcripts, search Reddit threads, read web pages, monitor RSS feeds, or when the user says "search Twitter", "what are people saying about", "research this topic", "get the latest on", "read this tweet", "YouTube transcript", "Reddit discussion", or "check GitHub repos for". Based on Panniantong/Agent-Reach (16K+ GitHub stars).
- ▌ Code Review · kevin-liu-01Staff engineer code review. Adapted from GStack's /review (Garry Tan, github.com/garrytan/gstack) for Cursor. Finds bugs that pass CI but blow up in production. Auto-fixes the obvious ones. Flags completeness gaps.
- ▌ Copywriting · kevin-liu-01Marketing copy for homepages, landing pages, pricing pages, and conversion-focused web pages. Use when writing headlines, CTAs, landing page copy, pricing page copy, feature pages, or when the user says "write copy", "landing page", "homepage copy", "CTA", "headline", "conversion copy", or "marketing copy." Based on coreyhaines31/marketingskills (60K weekly installs).
- ▌ Find Skills · kevin-liu-01Discover and install agent skills from skills.sh — the definitive open skills registry. Use when the user asks "how do I do X", "find a skill for X", "is there a skill for X", wants to extend agent capabilities, or when a task might benefit from a specialized skill you don't already have. Based on vercel-labs/skills (900K+ weekly installs).
- ▌ Kevin Voice · kevin-liu-01Write about Kevin Liu in his own voice. Credential-forward, third-person, fragment-style positioning. Use whenever the agent needs to describe Kevin to a reader (recruiter "Why this candidate" blurbs, LinkedIn headlines + About sections, conference bios, intro requests, cold outreach openers, "tell me about yourself" answers, X/site bios, panel descriptions, app submission profiles, founder intros). Triggers on "write a bio", "intro me", "Kevin in one line", "pitch me", "About section", "candidate blurb", "outreach opener", "describe me", or whenever copy is being authored that represents Kevin.
- ▌ Style Guide · kevin-liu-01Dedalus style guide quick reference. Key rules for writing code that lasts. Use when writing or reviewing Python code.
- ▌ Update Docs · kevin-liu-01Update documentation after code changes. Covers source-level docs (module docs, docstrings, inline comments) and docs-site pages. Use after any code change to keep documentation in sync with reality.
- ▌ Wiki Doctor · kevin-liu-01Run the wiki system doctor to validate wiki structure, skills, rules, automations, and config sync. Use when the user says "doctor", "audit", "health check", "validate wiki", "check my system", "run doctor", or when you suspect something is misconfigured after a large edit session.
- ▌ Computer Use · kevin-liu-01Browser automation patterns via the browser_* tools (Playwright). Use when the user asks me to navigate a website, fill a form, scrape data, or test a UI flow.
- ▌ Git Workflow · kevin-liu-01Trunk-based git workflow with worktrees, switch/restore over checkout, Conventional Commits, force-with-lease. Use whenever the user asks me to commit, push, branch, or rebase.
- ▌ Mintlify Mdx · kevin-liu-01Mastering Mintlify's MDX pipeline — undocumented constraints, snippet sandbox rules, CSS override patterns, and npm bundling via yoink. Use when writing or debugging Mintlify snippets, customizing docs.json/styles.css, bundling npm packages into snippets, hitting cryptic MDX compile errors, or when the user says 'mintlify', 'snippet won't compile', 'MDX error', 'yoink', 'lint-snippets', 'docs.json', 'Mintlify CSS', 'function-body mode', 'baseUrl error', or 'findExport'. Reverse-engineered from Mintlify internals at Dedalus Labs.
- ▌ Social Draft · kevin-liu-01Platform-optimized drafting and rewriting for X and LinkedIn. Turn one idea into drafts that feel specific, sharp, and credible. Use when the user says "draft a post", "write a tweet", "LinkedIn post", "social draft", "help me post", or provides raw content to turn into social posts.
- ▌ Full Output Enforcement · kevin-liu-01Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output. Use when the user says "complete output", "no truncation", "full code generation", "unabridged", "don't skip anything", "output everything", or when a task requires exhaustive, unabridged generation.
- ▌ Stitch Design Taste · kevin-liu-01Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asymmetric layouts, perpetual micro-motion, and hardware-accelerated performance. Use when the user says "Google Stitch", "DESIGN.md", "semantic design system", "Stitch screen generation", or wants to generate a design system file for Stitch's AI agent.
- ▌ Test Writing · kevin-liu-01Write test output, harnesses, and assertions in the terse Unix tradition. Covers Rust #[test], Go testing.T, Python pytest, typed CLI harnesses, and CI integration. Use when writing new tests, test harnesses, CI profiles, or reviewing test output verbosity.
- ▌ Agent Browser · kevin-liu-01Fast, persistent browser automation with session continuity. Use when automating browsers, scraping websites, filling forms, taking screenshots, testing UIs, extracting data, or when the user says "open browser", "scrape", "screenshot", "fill form", "browser automation", or "test this page." Based on vercel-labs/agent-browser (164K weekly installs).
- ▌ Cursor Coding · kevin-liu-01Spawn a Cursor coding agent for real code work. Use when the user asks for actual code changes -- refactors, bug fixes, new features, repo edits -- that need full file/terminal access and iterative tool calls. Hand off via the cursor_agent MCP tool.
- ▌ Design Review · kevin-liu-01Design audit with UX usability tests. Adapted from GStack's /design-review (Garry Tan, github.com/garrytan/gstack) for Cursor + agent-browser. 6-phase audit: first impression, design system extraction, page-by-page visual audit with 80-item checklist, interaction flow review with goodwill tracking, cross-page consistency, and compiled report with letter grades.
- ▌ Gstack Review · kevin-liu-01Staff-engineer code review. Finds bugs that pass CI but blow up in production. Auto-fixes the obvious ones. Flags completeness gaps. Use when the user says "code review", "review this", "check for production bugs", "review my changes", or "/review".
- ▌ Skill Auditor · kevin-liu-01Security auditor for agent skills. Run before installing any new skill from skills.sh, GitHub, or any source. 6-step vetting protocol covering typosquatting, permissions, dependencies, prompt injection, network exfiltration, and content red flags. Use when about to install a skill, reviewing a SKILL.md, auditing existing skills, or when a skill update changes permissions. Triggers on "install skill", "add skill", "npx skills add", "vet this skill", "audit skill", or "is this skill safe." Based on useai-pro/openclaw-skills-security. MUST be invoked before any skill installation — this is part of the quality gate.
- ▌ Skill Creator · kevin-liu-01Create, test, and iteratively improve agent skills with structured evaluation. Use when creating a new skill, turning a workflow into a skill, improving an existing skill, or when the user says "create a skill", "make a skill", "turn this into a skill", "skill for X", or "improve this skill." Based on anthropics/skills (134K weekly installs). Wiki-aware — always checks the wiki before creating skills and updates the wiki after.
- ▌ Counterfactual · kevin-liu-01Compare the current implementation against the minimal correct algorithm. Use when debugging regressions, reviewing complex fixes, or when the user asks what should happen versus what is happening now.
- ▌ Exemplar Audit · kevin-liu-01Compare implementation against canonical open-source references. Clone exemplars into /tmp, diff edge cases, error paths, and protocol invariants. Use when building a new subsystem, after a refactor, or when reviewing code that implements a known standard (POSIX, FUSE, WAL, S3, NFS, etc.).