Autonomous UI inspection using a dual channel: (1) visual screenshots via Playwright MCP tools, (2) numeric layout metrics via Puppeteer scripts. Includes server --check standardization so agents can start/stop reliably.
EnglishDo experiment-driven research (hypotheses → minimal repros → evidence) and continuously improve research skills + tooling. Use when behavior is uncertain, contested, or performance-sensitive.
EnglishUse when instruction drift is likely: multi-step tasks, mid-task detours (tooling upgrades), or when agents must consult MCP memory / Skills / sessions and re-anchor repeatedly. Triggers: 'stay on track', 'follow instructions', 'resume main task', 'detour', 'intermediate task done'.
EnglishDebug jsgui3 client-side activation issues. Use when SSR renders but clicks don’t work, this.dom.el is null, or you see Missing context.mapControls / activation failures.
EnglishUse repo lab experiments (src/ui/lab) to answer jsgui3 “how should we do this?” questions, then distill the validated result into durable docs + Skills.
EnglishUnderstand and debug how jsgui3 SSR markup becomes activated client-side, including persisted fields (data-jsgui-fields) and ctrlfields (data-jsgui-ctrl-fields), and where to patch/plugin.
EnglishHow to prove a jsgui3 SSR + client-activation app actually works, and the traps that make it look like it works when it does not. Use this skill whenever you change, review, or debug anything under src/ui/server//controls/ or any jsgui3 Control — before claiming a change works, when a control renders empty or stale, when adopting a stock jsgui3 control, or when a green test suite disagrees with what the page does. Also use it before writing "verified" in a commit message or ledger row about UI work.
EnglishUse when designing or polishing jsgui3 UIs in the WLILO style (White Leather + Industrial Luxury Obsidian): tokens, panels, tables, icon actions, and interaction-safe styling. Triggers: jsgui3 ui design, wlilo ui, dashboard styling, table styling, controls styling, obsidian panel, white leather background.
English
AGENT SKILLS ATLASIncludes Autonomous UI Inspection, Experimental Research Metacognition, Instruction Adherence, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Autonomous UI Inspection
Autonomous UI inspection using a dual channel: (1) visual screenshots via Playwright MCP tools, (2) numeric layout metrics via Puppeteer scripts. Includes server --check standardization so agents can start/stop reliably.
Experimental Research Metacognition
Do experiment-driven research (hypotheses → minimal repros → evidence) and continuously improve research skills + tooling. Use when behavior is uncertain, contested, or performance-sensitive.
Instruction Adherence
Use when instruction drift is likely: multi-step tasks, mid-task detours (tooling upgrades), or when agents must consult MCP memory / Skills / sessions and re-anchor repeatedly. Triggers: 'stay on track', 'follow instructions', 'resume main task', 'detour', 'intermediate task done'.
Jsgui3 Activation Debug
Debug jsgui3 client-side activation issues. Use when SSR renders but clicks don’t work, this.dom.el is null, or you see Missing context.mapControls / activation failures.
Jsgui3 Lab Experimentation
Use repo lab experiments (src/ui/lab) to answer jsgui3 “how should we do this?” questions, then distill the validated result into durable docs + Skills.
Jsgui3 Ssr Activation Data Bridge
Understand and debug how jsgui3 SSR markup becomes activated client-side, including persisted fields (data-jsgui-fields) and ctrlfields (data-jsgui-ctrl-fields), and where to patch/plugin.
Jsgui3 Verify
How to prove a jsgui3 SSR + client-activation app actually works, and the traps that make it look like it works when it does not. Use this skill whenever you change, review, or debug anything under src/ui/server//controls/ or any jsgui3 Control — before claiming a change works, when a control renders empty or stale, when adopting a stock jsgui3 control, or when a green test suite disagrees with what the page does. Also use it before writing "verified" in a commit message or ledger row about UI work.
Jsgui3 Wlilo UI
Use when designing or polishing jsgui3 UIs in the WLILO style (White Leather + Industrial Luxury Obsidian): tokens, panels, tables, icon actions, and interaction-safe styling. Triggers: jsgui3 ui design, wlilo ui, dashboard styling, table styling, controls styling, obsidian panel, white leather background.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
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Try it with your agent
After installation, start with a request like:
Use the Autonomous UI Inspection skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
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