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 causify-ai/helpers --skill slides.add_referencesgit clone --depth 1 https://github.com/causify-ai/helpersWrote 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/causify-ai/helpers/slides.add_references)<a href="https://agentmods.dev/skills/causify-ai/helpers/slides.add_references"><img src="https://agentmods.dev/badge/skills/causify-ai/helpers/slides.add_references/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/causify-ai/helpers/slides.add_references"><img src="https://agentmods.dev/badge/skills/causify-ai/helpers/slides.add_references.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
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 →
- medium Excessive Agency · line 3 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.
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 | $0.00010 | $0.00503 |
| Opus 5.5 | $0.00004 | $0.00201 |
| Sonnet 5.5 | $0.00002 | $0.00101 |
| Haiku 4.5 | $0.00001 | $0.00050 |
Grade A, and why
slides.add_references 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 1mo 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
Goal
- Review the passed slides file
<FILE>.smdand add references to books and technical papers
Workflow
Find References
-
If
<FILE>already has references to technical papers, give priority to those references (e.g., at the beginning in the form of//comments) -
Add supporting references, following the source types and retrieval methods in
.claude/skills/references.rules.md# When Searching for References
Add Citations
-
Find the text in
<FILE>that can use a citation and add it -
Be sure that the citation is correct: if unsure, do not add it
-
Citations:
- Are in the typst format (e.g.,
[@su2024dualformer]) - Correspond to entries in the file
refs.bibin the same directory as<FILE>
- Are in the typst format (e.g.,
Conventions
- Follow the role specified in
.claude/skills/role.ai_researcher.md - Follow the reference format and conventions in
.claude/skills/references.rules.md
Verification
- Check that each paper reference exists
- Make sure that the updated document works by running the flow, e.g.,
gen_slides.pyornotes_to_pdf.pywith--skip_action open_pdf(the goal is to confirm it runs, not render it)> gen_slides.py -i book.Agentic_AI/12.1 --notes_to_pdf_args="--skip_action open_pdf"- Too many references on the same page (e.g., more than 4) can generate
problems like:
which requires searching for the problematic reference through bisectionwarning: layout did not converge within 5 attempts = hint: check if any states or queries are updating themselves error: cannot format citation in isolation ┌─ @preview/touying:0.7.4/src/magic.typ:175:8 │ 175 │ cite(it.key, form: "full") │ ^^^^^^^^^^^^^^^^^^^^^^^^^^ │ = hint: check whether this citation is measured without being inserted into the document
- Too many references on the same page (e.g., more than 4) can generate
problems like:
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.
- 1mo ago Changed 8e98bee2142c
- 1mo ago First seen · 58 lines · 10 tokens per session scan A a3b01cb40bae
slides.add_references is a skill published in the GitHub repository causify-ai/helpers (150 stars, last pushed yesterday), licensed Apache-2.0. It adds 10 tokens to every session and 503 once invoked, about $0.0000 per session on Opus 5.5. 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 2026-09-03.
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