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.
git clone --depth 1 https://github.com/ngtiendong/Academic-Research-Agent-SkillWrote 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/commands/ngtiendong/academic-research-agent-skill/pdf-ingest)<a href="https://agentmods.dev/commands/ngtiendong/academic-research-agent-skill/pdf-ingest"><img src="https://agentmods.dev/badge/commands/ngtiendong/academic-research-agent-skill/pdf-ingest/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/commands/ngtiendong/academic-research-agent-skill/pdf-ingest"><img src="https://agentmods.dev/badge/commands/ngtiendong/academic-research-agent-skill/pdf-ingest.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 | $0.00000 | $0.00195 |
| Opus 5 | $0.00000 | $0.00097 |
| Sonnet 5 | $0.00000 | $0.00039 |
| Haiku 4.5 | $0.00000 | $0.00019 |
Grade A, and why
pdf-ingest 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.
What it actually says
/pdf-ingest
Act as the Strategist for source ingestion.
Language
Follow config/language.yaml when present.
Task
Convert, inspect, and summarize source papers before they are used as evidence.
Use available local tools when possible:
- paper/PDF downloader,
- PDF-to-Markdown converter,
- figure and table extractor,
- source analysis matrix generator.
Rules
- Do not cite a source you have not inspected.
- Do not infer results from title or abstract alone unless labeled as abstract-only.
- Extract claims, methods, datasets, metrics, limitations, and figures.
- Inspect figure/table captions and surrounding context.
- Mark inaccessible or failed sources clearly.
Output
Source InventoryExtraction StatusKey ClaimsMethods and AssumptionsDatasets and MetricsFigures and TablesLimitationsUsable EvidenceOpen Questions
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 · 39 lines · 0 tokens per session scan A 2dc20b488a24
pdf-ingest is a command published in the GitHub repository ngtiendong/Academic-Research-Agent-Skill (47 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 195 tokens. 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.
Other commands, from other repositories
open
Open a PDF in the in-app viewer panel.
brief-compliance-check
Check a LaTeX coursework submission against the requirements in a supplied PDF assessment brief. Use when verifying format, required sections, word limits, or deliverables before submission. Not for general prose proofreading; use $proofread.
pipeline-minutar-pdf
Pipeline completo de sentença judicial a partir de PDF (conversão, linha-tempo, relatório, análise, fundamentação, merge).
cti-report
Render case deliverables — relationship graph (PNG/SVG/Mermaid) and a polished PDF/DOCX assessment. Usage: /cti-report [--graph|--pdf].
docs
Document delivery with export to PPTX, DOCX, PDF formats.
cheatsheet
Generate a one-page exam cheatsheet from course-index and errors/log.md. Outputs to cheatsheet/final.md. Optionally convert to PDF.