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 freestylefly/canghe-skills --skill canghe-slide-deckgit clone --depth 1 https://github.com/freestylefly/canghe-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/freestylefly/canghe-skills/canghe-slide-deck)<a href="https://agentmods.dev/skills/freestylefly/canghe-skills/canghe-slide-deck"><img src="https://agentmods.dev/badge/skills/freestylefly/canghe-skills/canghe-slide-deck/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/freestylefly/canghe-skills/canghe-slide-deck"><img src="https://agentmods.dev/badge/skills/freestylefly/canghe-skills/canghe-slide-deck.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket warn
- Snyk 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 | $0.00055 | $0.05729 |
| Opus 5 | $0.00028 | $0.02864 |
| Sonnet 5 | $0.00011 | $0.01146 |
| Haiku 4.5 | $0.00006 | $0.00573 |
Grade B, and why
canghe-slide-deck scanned grade B with 1 finding 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.
Asks the agent to reveal its instructionsmediumSystem prompt leakage
Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.
- If `--prompts-only`, stop here and output prompt summary The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
31 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/analysis-framework.md 5.1 KB
- references/base-prompt.md 2.8 KB
- references/config/preferences-schema.md 3.0 KB
- references/content-rules.md 2.9 KB
- references/design-guidelines.md 7.4 KB
- references/dimensions/density.md 3.1 KB
- references/dimensions/mood.md 3.3 KB
- references/dimensions/presets.md 4.7 KB
- references/dimensions/texture.md 1.9 KB
- references/dimensions/typography.md 4.0 KB
- references/layouts.md 3.0 KB
- references/modification-guide.md 2.4 KB
- references/outline-template.md 7.4 KB
- references/styles/blueprint.md 2.2 KB
- references/styles/bold-editorial.md 2.4 KB
- references/styles/chalkboard.md 2.5 KB
- references/styles/corporate.md 2.3 KB
- references/styles/dark-atmospheric.md 2.4 KB
- references/styles/editorial-infographic.md 2.4 KB
- references/styles/fantasy-animation.md 2.4 KB
- references/styles/intuition-machine.md 2.8 KB
- references/styles/minimal.md 2.0 KB
- references/styles/notion.md 2.1 KB
- references/styles/pixel-art.md 2.4 KB
- references/styles/scientific.md 2.4 KB
- references/styles/sketch-notes.md 2.4 KB
- references/styles/vector-illustration.md 2.6 KB
- references/styles/vintage.md 2.4 KB
- references/styles/watercolor.md 2.3 KB
- scripts/merge-to-pdf.ts 3.1 KB runs code
- scripts/merge-to-pptx.ts 3.8 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.
- 12d ago First seen · 699 lines · 55 tokens per session scan B 4ca938070762
canghe-slide-deck is a skill published in the GitHub repository freestylefly/canghe-skills (448 stars, last pushed 3mo ago), with no licence file. It adds 55 tokens to every session and 5,729 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (asks the agent to reveal its instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
webgl-holographic-foil
A self-contained WebGL2 hero: thin-film interference over a crushed-foil surface whose palette shifts with the viewing angle; move the cursor to tilt the film.
html-ppt-hermes-cyber-terminal
OpenDesign + BYOK: choosing and wiring your own model, hands-on — cost, quality, and the routing decision. Built as a decision-grade AI literacy deck for engineers, IT, applied-AI teams.
html-ppt-taste-brutalist
16:9 HTML deck in tactical-telemetry / CRT-terminal taste. Deactivated-CRT charcoal slides, white-phosphor monospace, hazard-red accent, scanline overlay, ASCII syntax, density over decoration. Distilled from Leonxlnx/taste-skill brutalist-skill (Tactical Telemetry mode).
visual-ralph
Visual Ralph orchestration for frontend UI from generated references, static references, or live URL targets, using $ultragoal with built-in visual verdict and pixel-diff evidence until the implementation matches and leaves a reproducible design system.
accessibility
Consolidated accessibility skill entrypoint for WCAG 2.2, ARIA Authoring Practices, cognitive accessibility, Section 508, EN 301 549, design intent verification, and the Accessibility Planner workflow.
make-resume
A Chinese-language tool for creating editable HTML resumes that can be changed in a browser and printed to PDF. It uses available resume templates when they are installed and otherwise provides a simpler fallback.