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 solid-shuwen/shuttleslide --skill slidecraft-reviewgit clone --depth 1 https://github.com/solid-shuwen/shuttleslideWrote 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/solid-shuwen/shuttleslide/slidecraft-review)<a href="https://agentmods.dev/skills/solid-shuwen/shuttleslide/slidecraft-review"><img src="https://agentmods.dev/badge/skills/solid-shuwen/shuttleslide/slidecraft-review/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/solid-shuwen/shuttleslide/slidecraft-review"><img src="https://agentmods.dev/badge/skills/solid-shuwen/shuttleslide/slidecraft-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Excessive Agency · line 18 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
- high Privilege Escalation · line 29 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
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 | $0.00057 | $0.00260 |
| Opus 5 | $0.00028 | $0.00130 |
| Sonnet 5 | $0.00011 | $0.00052 |
| Haiku 4.5 | $0.00006 | $0.00026 |
Grade A, and why
slidecraft-review 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 9d 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.
What it actually says
Interactive slide review web UI
Quick start
slidecraft review
Opens browser at http://127.0.0.1:8765. Ctrl+C to stop.
Options
slidecraft review --port 9000
slidecraft review --no-browser
slidecraft review -o tmp/my_runs/
slidecraft review --api-base $URL --api-key $KEY --model glm-4.7
slidecraft review --mock
What it does
- Configuration screen: set API credentials, topic, style.
- Pipeline runs with stage-by-stage approval.
- Review each snapshot, request edits, approve to proceed.
- Output saved to timestamped subdirectories.
Credential sources (later wins)
- Web form (runtime)
- .env file using SHUTTLESLIDE_* keys
- CLI flags
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.
- 9d ago First seen · 31 lines · 57 tokens per session scan A 988fedb3b235
slidecraft-review is a skill published in the GitHub repository solid-shuwen/shuttleslide (176 stars, last pushed 19d ago), licensed MIT. It adds 57 tokens to every session and 260 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 2026-08-30.
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