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 yintzuyuan/glyphs-reference --skill glyphs-web-searchgit clone --depth 1 https://github.com/yintzuyuan/glyphs-referenceWrote 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/yintzuyuan/glyphs-reference/glyphs-web-search)<a href="https://agentmods.dev/skills/yintzuyuan/glyphs-reference/glyphs-web-search"><img src="https://agentmods.dev/badge/skills/yintzuyuan/glyphs-reference/glyphs-web-search/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/yintzuyuan/glyphs-reference/glyphs-web-search"><img src="https://agentmods.dev/badge/skills/yintzuyuan/glyphs-reference/glyphs-web-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00058 | $0.01221 |
| Opus 5 | $0.00029 | $0.00611 |
| Sonnet 5 | $0.00012 | $0.00244 |
| Haiku 4.5 | $0.00006 | $0.00122 |
Grade A, and why
glyphs-web-search 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 11d 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 — 171 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Glyphs Web Search
Search Glyphs official resources with progressive content loading.
Scripts
Run all scripts from this skill's base directory. Prepend the base directory path to
scripts/when executing.
| Script | Purpose | Output |
|---|---|---|
search_forum.py |
Forum discussions | Title + URL + replies |
search_tutorials.py |
Official tutorials | Title + URL |
search_news.py |
Release news | Title + URL |
search_handbook_toc.py |
Handbook chapters | Title + URL (460 sections) |
search_handbook_fulltext.py |
Handbook content | Title + URL + context |
search_all.py |
All sources | Combined (concurrent) |
fetch_content.py |
Page content | Text chunks + pagination |
search_custom_parameters.py |
Custom Parameters index | 182 parameters searchable |
fetch_custom_parameter.py |
Parameter details | Full description by name |
Usage
Quick Search (All Sources)
python scripts/search_all.py "variable font"
Individual Search
python scripts/search_forum.py "kerning"
python scripts/search_tutorials.py "opentype"
python scripts/search_news.py "released"
Handbook Search
# Browse chapter structure (titles/paths)
python scripts/search_handbook_toc.py "kerning"
# Search page content (fulltext)
python scripts/search_handbook_fulltext.py "add component"
When to use which:
| Use Case | Script |
|---|---|
| Find a chapter by name | search_handbook_toc.py |
| Find how to do something | search_handbook_fulltext.py |
| Browse handbook structure | search_handbook_toc.py |
| Find specific instructions | search_handbook_fulltext.py |
Custom Parameters (Special Handling)
The Custom Parameters page (105K chars, 182 parameters) requires special handling to avoid context overflow.
# List all parameters (names only)
python scripts/search_custom_parameters.py
# Search by keyword
python scripts/search_custom_parameters.py "blue"
# Search with descriptions (truncated)
python scripts/search_custom_parameters.py "hinting" --detail
# Get full details for specific parameter
python scripts/fetch_custom_parameter.py "blueScale"
# Fuzzy match multiple parameters
python scripts/fetch_custom_parameter.py "Color" --fuzzy
What ships with it
14 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.
- references/content-index.md 5.2 KB
- scripts/_http_utils.py 3.0 KB runs code
- scripts/fetch_content.py 6.0 KB runs code
- scripts/fetch_custom_parameter.py 6.2 KB runs code
- scripts/search_all.py 7.8 KB runs code
- scripts/search_custom_parameters.py 7.3 KB runs code
- scripts/search_forum.py 3.8 KB runs code
- scripts/search_handbook_fulltext.py 4.8 KB runs code
- scripts/search_handbook_toc.py 4.6 KB runs code
- scripts/search_news.py 4.4 KB runs code
- scripts/search_tutorials.py 3.0 KB runs code
- tests/conftest.py 1.3 KB runs code
- tests/test_http_utils.py 3.4 KB runs code
- tests/test_search_custom_parameters.py 1.6 KB runs code
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.
- 11d ago First seen · 171 lines · 58 tokens per session scan A 06384258848d
glyphs-web-search is a skill published in the GitHub repository yintzuyuan/glyphs-reference (6 stars, last pushed 2mo ago), licensed MIT. It adds 58 tokens to every session and 1,221 once invoked, about $0.0003 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 2026-08-31.
Other skills, from other repositories
muapi-seedance-2
Expert Cinema Director skill for Seedance 2.0 (ByteDance) — high-fidelity video generation across Chinese, Global, and VIP tiers. Supports text-to-video, image-to-video, first-last-frame, omni reference, character training, omni-reference training, video editing, and watermark removal.
muapi-workflow
Build, run, and visualize multi-step AI generation workflows. The AI architect translates natural language descriptions into connected node graphs — chain image generation, video creation, enhancement, and editing into automated pipelines.
muapi-media-editing
Edit and enhance images and videos with AI via muapi.ai — prompt-based editing, upscaling, background removal, face swap, lipsync, video effects, and more.
muapi-media-generation
Generate AI images, videos, music, and audio from the terminal via muapi.ai — supports 100+ models including Flux, Midjourney v7, Kling 3.0, Veo3, and Suno V5.
wechat-article-writer
A Chinese-language content-creation workflow for public-account and social-media writing. It supports article drafting, cover images, illustrations, process diagrams, style analysis, and adapting writing to selected styles.
gemini-watermark-remover
Remove visible Gemini image watermarks from local image files by calling the project's CLI. Use when the user wants an agent to clean one or more local Gemini-generated images and save de-watermarked output files.