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 leewayworks/guochuang-gps --skill deckgit clone --depth 1 https://github.com/leewayworks/guochuang-gpsWrote 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/leewayworks/guochuang-gps/deck)<a href="https://agentmods.dev/skills/leewayworks/guochuang-gps/deck"><img src="https://agentmods.dev/badge/skills/leewayworks/guochuang-gps/deck.svg" alt="Measured on agentmods" 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 | $0.00030 | $0.00429 |
| Opus 5 | $0.00015 | $0.00215 |
| Sonnet 5 | $0.00006 | $0.00086 |
| Haiku 4.5 | $0.00003 | $0.00043 |
Grade A, and why
deck 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 7d 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 — 41 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Deck
Apply the shared policies in gps-common. When saving a Markdown report, use the common project-name rule with topic PPT.
Design the deck as a sequence of reviewer decisions. Each slide needs one conclusion, one visual job and one evidence pointer.
Build the sequence
A common technical or venture spine is:
value in one sentence -> real problem -> field finding -> intervention -> mechanism -> baseline and metric -> validation -> user or scene -> alternatives -> IP and student work -> customer and economics -> growth -> social value -> ask.
Change the order when the track demands it. For an industry project, make the chain visible: enterprise question -> response -> demonstrator -> expert questions. For red-tour, show participation and beneficiary change early.
Slide contract
For each page fill: no, purpose, headline, visual, evidence_ids, speaker cue, risk and cut priority.
The headline should state the conclusion, not the topic. Put units, sample size, date and source beside a number. Keep project-book, slide and spoken figures identical. Label image-only pages visual review required; missing extracted text is not proof that a page is empty.
Time cuts
Prepare three versions:
- Full: the complete argument and supporting proof.
- Review: remove decorative pages and keep one proof page per major claim.
- Rescue: keep value, problem, mechanism, strongest result, user evidence, team ownership and the next step.
Never cut the only baseline, limitation or student-contribution evidence. Timing, page count, font and effects are local rules until the 2026 evaluation notice or a school or provincial notice confirms them.
Final QA
Check headline clarity, legibility, source and date, units, number consistency, ownership, privacy, transitions, screen readability and unsupported superlatives. End with the two claims the team wants the reviewer to remember and the evidence that supports each.
See references/slide-patterns.md for historical patterns.
What ships with it
1 file 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.
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.
- 7d ago First seen · 41 lines · 30 tokens per session scan A dbec9085533b
deck is a skill published in the GitHub repository leewayworks/guochuang-gps (6 stars, last pushed 25d ago), licensed MIT. It adds 30 tokens to every session and 429 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 2026-08-31.
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.
general-video
Author or edit a custom HyperFrames composition when no specialized workflow fits, or when BRIEF.md sets flow: companion. Use for longer or multi-scene pieces, brand and sizzle reels, montages, static loops, static title cards, footage remixes, and freeform builds. Use motion-graphics instead for a short unnarrated…
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).
diagnostic-stem-delivery
Audio production with diagnostic analysis, timecode parsing from documents, and verified export workflow.
chengfeng-check-updates
An environment manager for a video-editing system. It checks whether its skills and runtime—the software needed to run them—are installed and compatible.