Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add MichelKerkmeester/skilled-agent-harness_spec-driven-loops --skill sk-designgit clone --depth 1 https://github.com/MichelKerkmeester/skilled-agent-harness_spec-driven-loopsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-design)<a href="https://agentmods.dev/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-design"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-design/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-design"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/sk-design.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00031 | $0.02489 |
| Opus 5 | $0.00015 | $0.01244 |
| Sonnet 5 | $0.00006 | $0.00498 |
| Haiku 4.5 | $0.00003 | $0.00249 |
Grade A, and why
sk-design scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- sk-design-fundamentals — 89% identical, 611 lines differ
How it starts
The opening of the file, as written. The whole thing — 205 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Design (parent hub)
sk-design is a parent hub. It carries no procedure of its own: it decides which mode owns the
decision in front of you and hands over. The work lives in the modes.
1. WHEN TO USE
Use this hub when the question is what a surface should look like, why it looks wrong, or what visual artifact answers it: spacing, type, colour, contrast, hierarchy, a review of an existing surface against design criteria, a data chart, or a process diagram. The surface can be screen UI, a slide deck, a printed page or a document layout.
When NOT to Use
- Measuring a surface that already exists into a written specification. That is this hub's EXTRACT mode, reached by naming the source; it is not the values path.
- Authoring documentation prose.
sk-docowns that, including READMEs, changelogs and playbooks. - Implementing the values once decided.
sk-codeowns the code that renders them; this hub decides what they should be and never writes the component. - A canvas question that names its own form. A chart or diagram request goes to its mode directly rather than through the values mode.
2. SMART ROUTING
Routing is registry-driven at runtime and mode-authored at source, in two stages. Stage 1
(hub → mode): the advisor scores this hub as one identity, then mode-registry.json and
hub-router.json pick the mode without re-deriving mappings during a request. Stage 2
(mode → leaves): the root ROUTER.md maps the design intent to the exact mode-local resources that
mode loads. The two layers stay separate: the hub never emits leaf paths, and the surface router
never re-decides the mode.
Compiled routing: not yet. The other five hubs resolve through a compiled router contract first (
node .opencode/bin/compiled-route.cjs --hub <id> --prompt "<task>"). This hub is not in that closure: the same call returns{"servingAuthority":"legacy","hubId":"sk-design"}, so the routing below is the only path. Joining needs a rollout package mirroring the five that exist plus registration in the engine's hub table and the guard's hub list. Until then, do not quote a compiled decision for this hub, because there is not one.
What ships with it
60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- benchmark/README.md 1.9 KB
- changelog/v2.0.0.0.md 2.5 KB
- command-metadata.json 4.9 KB
- description.json 1.7 KB
- graph-metadata.json 10 KB
- hub-router.json 4.0 KB
- leaf-manifest.json 9.7 KB
- manual-testing-playbook/holdout/flowchart-natural.md 2.7 KB
- manual-testing-playbook/holdout/ind-flowchart.md 2.7 KB
- manual-testing-playbook/manual-testing-playbook.md 3.5 KB
- manual-testing-playbook/resource-loading/assets-only.md 4.9 KB
- manual-testing-playbook/unknown-fallback/ambiguous-multi-intent.md 5.6 KB
- mode-registry.json 5.3 KB
- ROUTER.md 6.7 KB
- shared/scripts/render-screenshots.cjs 4.7 KB runs code
- sk-design-chart/assets/color/palette-sheet-categorical.html 10.0 KB
- sk-design-chart/assets/color/palette-sheet-neutral.html 10.0 KB
- sk-design-chart/assets/color/palette-sheet-ordered.html 10 KB
- sk-design-chart/assets/color/palettes.json 11 KB
- sk-design-chart/assets/examples/calls-by-day-and-hour.html 28 KB
- sk-design-chart/assets/examples/grouped-bars-stripe-style.html 35 KB
- sk-design-chart/assets/examples/orders-after-the-price-change.html 34 KB
- sk-design-chart/assets/examples/pick-times-by-depot.html 27 KB
- sk-design-chart/assets/examples/staff-hours-by-service.html 14 KB
- sk-design-chart/assets/examples/van-age-against-repair-cost.html 26 KB
- sk-design-chart/assets/examples/where-the-budget-went.html 13 KB
- sk-design-chart/assets/gallery.html 25 KB
- sk-design-chart/assets/style-reference/cursor/css-variables.css 3.0 KB
- sk-design-chart/assets/style-reference/cursor/cursor-canonical.json 73 KB
- sk-design-chart/assets/style-reference/cursor/design-tokens.json 17 KB
- sk-design-chart/assets/style-reference/cursor/DESIGN.md 23 KB
- sk-design-chart/assets/style-reference/cursor/origin.md 2.1 KB
- sk-design-chart/assets/style-reference/cursor/source.md 694 B
- sk-design-chart/assets/style-reference/cursor/tailwind-v4.css 2.4 KB
- sk-design-chart/assets/style-reference/evilcharts/DESIGN.md 7.0 KB
- sk-design-chart/assets/style-reference/evilcharts/origin.md 2.8 KB
- sk-design-chart/assets/style-reference/evilcharts/source-globals.css 3.7 KB
- sk-design-chart/assets/style-reference/evilcharts/tokens.json 510 B
- sk-design-chart/assets/templates/bar-columns.html 21 KB
- sk-design-chart/assets/templates/bar-line-composed.html 47 KB
- sk-design-chart/assets/templates/bar-list.html 32 KB
- sk-design-chart/assets/templates/bar-rows.html 17 KB
- sk-design-chart/assets/templates/box-plot.html 29 KB
- sk-design-chart/assets/templates/bullet.html 32 KB
- sk-design-chart/assets/templates/calendar-grid.html 28 KB
- sk-design-chart/assets/templates/candlestick.html 32 KB
- sk-design-chart/assets/templates/daily-line.html 42 KB
- sk-design-chart/assets/templates/daily-range.html 33 KB
- sk-design-chart/assets/templates/distribution-strip.html 28 KB
- sk-design-chart/assets/templates/dumbbell.html 34 KB
- sk-design-chart/assets/templates/funnel.html 28 KB
- sk-design-chart/assets/templates/grouped-bars.html 37 KB
- sk-design-chart/assets/templates/heat-matrix.html 32 KB
- sk-design-chart/assets/templates/histogram.html 31 KB
- sk-design-chart/assets/templates/independent-percentages.html 15 KB
- sk-design-chart/assets/templates/parallel-axes.html 24 KB
- sk-design-chart/assets/templates/population-pyramid.html 33 KB
- sk-design-chart/assets/templates/progress-single.html 19 KB
- sk-design-chart/assets/templates/scatter.html 29 KB
- sk-design-chart/assets/templates/spark.html 22 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago Changed · +127 lines 274e97db5e03
- 4d ago Changed · -424 lines · +4 tokens per session 6bbb2cf14d43
- 8d ago First seen · 502 lines · 27 tokens per session scan A 02b052080540
sk-design is a skill published in the GitHub repository MichelKerkmeester/skilled-agent-harness_spec-driven-loops (35 stars, last pushed yesterday), licensed MIT. It adds 31 tokens to every session and 2,489 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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