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 yaojingang/yao-geo-skills --skill yao-geoflow-designgit clone --depth 1 https://github.com/yaojingang/yao-geo-skillsWrote 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/yaojingang/yao-geo-skills/yao-geoflow-design)<a href="https://agentmods.dev/skills/yaojingang/yao-geo-skills/yao-geoflow-design"><img src="https://agentmods.dev/badge/skills/yaojingang/yao-geo-skills/yao-geoflow-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/yaojingang/yao-geo-skills/yao-geoflow-design"><img src="https://agentmods.dev/badge/skills/yaojingang/yao-geo-skills/yao-geoflow-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 | $0.00113 | $0.00649 |
| Opus 5 | $0.00056 | $0.00324 |
| Sonnet 5 | $0.00023 | $0.00130 |
| Haiku 4.5 | $0.00011 | $0.00065 |
Grade A, and why
yao-geoflow-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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 32 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Yao GEOFlow Design
Use this skill for current GEOFlow frontend experience work. It owns design/planning and preview artifacts, not live activation or backend changes.
Boundary
- Owns Laravel Blade theme discovery, preview edit sessions, reference-site mapping, homepage
homepage-design.json,lead_formmodules with existinglead_form_slug, default-vs-channel frontend comparison, target-package capability gaps, and sync-preview planning. - Excludes backend/routes/models/migrations, lead-form CRUD, CLI operations, direct production activation, raw HTML copying, and unsupported remote PHP edits.
- Use
yao-geoflow-clifor operational admin web actions such as creating lead forms, exporting leads, publishing theme-editor drafts, or running system updates.
Required Checks
- Confirm a GEOFlow Laravel workspace:
artisan,routes/web.php,resources/views/site,resources/views/theme. - Run
scripts/discover_themes.pyandscripts/discover_frontend_surfaces.py. - Choose
target_surface:default_site,channel_site,cross_channel_sync, ortemplate_mapping. - Prefer reviewed
homepage-design.jsonover Blade edits when HomepageModuleBuilder/import exists. - For
lead_form, require an existing active slug and output canonicallead_form_slug; do not create the form here. - For channel sync, compare default-site supported modules with target-package
frontend-capabilities; downgrade unsupportedlead_formto CTA/link or require target upgrade. - Keep preview/import/sync/activation as separate confirmation steps.
References
Read geoflow-frontend-map.md, homepage-composition-guide.md, and template-boundary.md for default-site work. For channel work also read channel-frontend-contract.md, distribution-target-site-map.md, and backend-connection-workflow.md. For package/edit flows read laravel-theme-contract.md, theme-package-contract.md, theme-edit-workflow.md, and design-optimization-playbook.md. Review trigger_cases.json and upgrade report when checking routing.
What ships with it
42 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.
- agents/interface.yaml 1.1 KB
- agents/openai.yaml 627 B
- evals/expected_artifacts.json 3.7 KB
- evals/semantic_config.json 3.8 KB
- evals/trigger_cases.en.json 9.3 KB
- evals/trigger_cases.json 9.2 KB
- examples/README.md 925 B
- manifest.json 508 B
- preview/qiaomu-editorial-20260418/archive.html 2.1 KB
- preview/qiaomu-editorial-20260418/article.html 3.2 KB
- preview/qiaomu-editorial-20260418/assets/app.js 686 B runs code
- preview/qiaomu-editorial-20260418/assets/theme.css 5.5 KB
- preview/qiaomu-editorial-20260418/category.html 2.3 KB
- preview/qiaomu-editorial-20260418/index.html 3.7 KB
- README.md 4.4 KB
- references/backend-connection-workflow.md 2.5 KB
- references/channel-frontend-contract.md 4.5 KB
- references/design-optimization-playbook.md 3.5 KB
- references/distribution-target-site-map.md 2.7 KB
- references/geoflow-frontend-map.md 13 KB
- references/homepage-composition-guide.md 9.6 KB
- references/laravel-theme-contract.md 5.9 KB
- references/template-boundary.md 6.5 KB
- references/theme-edit-workflow.md 6.1 KB
- references/theme-package-contract.md 6.4 KB
- reports/geoflow-homepage-builder-self-check-2026-06-23.md 2.3 KB
- reports/geoflow-skill-upgrade-2026-07-05.md 3.7 KB
- reports/geoflow-upgrade-self-check-2026-06-23.md 2.5 KB
- reports/intent-dialogue.md 2.2 KB
- reports/iteration-directions.md 798 B
- reports/qiaomu-blog-mapping-2026-04-18.md 10 KB
- reports/reference-scan.md 3.2 KB
- scripts/build_sync_preview_report.py 4.3 KB runs code
- scripts/compare_default_vs_channel_frontend.py 7.6 KB runs code
- scripts/discover_frontend_surfaces.py 11 KB runs code
- scripts/discover_themes.py 18 KB runs code
- scripts/finalize_theme_edit_session.py 8.5 KB runs code
- scripts/prepare_theme_edit_session.py 8.6 KB runs code
- scripts/serve_preview.py 1.0 KB runs code
- scripts/validate_homepage_design_payload.py 8.8 KB runs code
- templates/brief-template.md 2.2 KB
- templates/homepage-design-template.json 3.2 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.
- 12d ago First seen · 32 lines · 113 tokens per session scan A c0350df69976
yao-geoflow-design is a skill published in the GitHub repository yaojingang/yao-geo-skills (742 stars, last pushed 1mo ago), licensed MIT. It adds 113 tokens to every session and 649 once invoked, about $0.0006 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 2026-08-30.
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