metabench
- 15 skills
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- 1 week ago last updated
- ▌ Wlilo · metabench bundleCreate WLILO (White Leather Industrial Luxury Obsidian) SVGs and CSS — the luxury design language of cream-leather backgrounds, deep obsidian panels, scarce gold accents, gemstone CTAs, and emoji/unicode iconography. Use this skill whenever the user says WLILO, white leather, obsidian, industrial luxury, or asks for a premium/luxury-styled SVG, diagram, poster, status board, dashboard mockup, or matching CSS theme — and also when they ask to "illustrate" a topic or system as a styled visual, even if they never name a style. Covers research-before-drawing, choosing how much vector drawing a task needs, exact palette/typography tokens, gemstone and panel construction recipes, and validation.
- ▌ Loop Audit · metabenchAudit whether the self-improvement loop is actually producing value and telling the truth about itself — convergence vs busy-work, claim substantiation against git, tech-tree accuracy, and owner-signal health. Use whenever the owner asks how the project management, tech tree, ledger, or improvement loop is doing; whenever you suspect the loop is polishing its own instrumentation instead of the product; before trusting a run of ledger claims; or when deciding whether the loop has converged and should stop. Complements the `singularity` skill, which RUNS cycles — this one JUDGES them.
- ▌ Singularity · metabenchRecursive capability-improvement loop for copilot-dl-news. Each run (A) autonomously improves the instructions agents follow — skills, memory, verification harnesses, prompts (the "AI research" track) — and (B) implements the crawler + jsgui3 UI to very high quality, with the agent able to recognise whether the work is actually excellent and how to close the gap. Recursive self-improvement of TASK ABILITY at the agent-system level (model + scaffold), bounded and verification-gated — not weight-editing, not unbounded. Invoke to run one cycle.
- ▌ Jsgui3 Verify · metabenchHow 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.
- ▌ Svg Collisions · metabenchCreate or repair SVG diagrams without overlapping text/shapes. Use when shipping new SVGs, editing WLILO-styled diagrams, or when collision checks report overlaps/clipping.
- ▌ Jsgui3 Wlilo UI · metabenchUse 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.
- ▌ Svg Theme System · metabenchUse when you need SVGs with selectable/customisable appearance: multiple palettes (WLILO / Obsidian / light), consistent typography, and repeatable agent-friendly pipelines. Triggers: svg theme, tokens, palette, WLILO, obsidian, design system, dark mode, diagram styling.
- ▌ Targeted Testing · metabenchPick and run the smallest correct validation step (checks → focused Jest by path → broader suites). Use whenever you modify code and need confidence quickly.
- ▌ Telemetry Contracts · metabenchEnforce telemetry contract stability (event naming, JSONL envelopes, /api/health + /api/status shape). Use when investigating telemetry drift, adding new telemetry fields, or updating z-server ingestion/UI.
- ▌ Wlilo Design System · metabenchUse when you need the WLILO look (White Leather + Industrial Luxury Obsidian) across HTML, SVG, and jsgui3. Covers token schema, palette, and how to write back design learnings so other agents reuse them. Triggers: wlilo, white leather, industrial luxury, obsidian, design system, palette, theme tokens, diagram styling.
- ▌ UI Screenshot Feedback · metabenchUse when: adding UI screenshot capture, Puppeteer screenshot rigs, Electron UI review, control-centre screenshot galleries, user journey planning, or reading screenshot comments before UI improvements.
- ▌ Jsgui3 Activation Debug · metabenchDebug jsgui3 client-side activation issues. Use when SSR renders but clicks don’t work, this.dom.el is null, or you see Missing context.map_Controls / activation failures.
- ▌ Jsgui3 Lab Experimentation · metabenchUse 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 · metabenchUnderstand and debug how jsgui3 SSR markup becomes activated client-side, including persisted fields (data-jsgui-fields) and ctrl_fields (data-jsgui-ctrl-fields), and where to patch/plugin.
- ▌ Experimental Research Metacognition · metabenchDo experiment-driven research (hypotheses → minimal repros → evidence) and continuously improve research skills + tooling. Use when behavior is uncertain, contested, or performance-sensitive.