Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/docxology/templatenpx agentmods add skills/docxology/template/template-advanced-literature-reviewWrote 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/docxology/template/template-advanced-literature-review)<a href="https://agentmods.dev/skills/docxology/template/template-advanced-literature-review"><img src="https://agentmods.dev/badge/skills/docxology/template/template-advanced-literature-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/docxology/template/template-advanced-literature-review"><img src="https://agentmods.dev/badge/skills/docxology/template/template-advanced-literature-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector 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 | $0.00026 | $0.00404 |
| Opus 5 | $0.00013 | $0.00202 |
| Sonnet 5 | $0.00005 | $0.00081 |
| Haiku 4.5 | $0.00003 | $0.00040 |
Grade A, and why
template-advanced-literature-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 8d 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
template-advanced-literature-review
Load this project-scoped skill when working inside
projects/templates/template_advanced_literature_review/ or forking it into a
new phased literature-review pipeline.
When to Use
- A review requires distinct query phases or methodological eras.
- Papers must retain discovery-phase and cross-phase provenance.
- Phase-specific deterministic or optional LLM filters need validation.
Quick Reference
uv run python scripts/pipeline/stage_01_test.py --project templates/template_advanced_literature_review --project-only
uv run python scripts/pipeline/stage_02_analysis.py --project templates/template_advanced_literature_review
uv run python scripts/pipeline/stage_03_render.py --project templates/template_advanced_literature_review
uv run python scripts/pipeline/stage_04_validate.py --project templates/template_advanced_literature_review
Pitfalls
- Stage 01 retrieval is live network work; the tracked corpus is an evidence snapshot.
- Keep phase logic in
src/multi_phase/and numbered scripts thin. - Use real local HTTP servers in tests; never introduce mock frameworks.
- Run stage 11 before stage 10 when adding full-text reproducibility evidence.
Optional gap-filler search (Monid)
Prefer MCP connectors and configured retrieval keys first. Monid
(infrastructure/search/monid/) is infrastructure-only gap filler — see
PRICING.md. Offline
deep_research replay remains the exemplar default for long-form synthesis.
What ships with it
2 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.
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.
- 8d ago First seen · 44 lines · 26 tokens per session scan A 31c24c60ca37
template-advanced-literature-review is a skill published in the GitHub repository docxology/template (19 stars, last pushed today), licensed Apache-2.0. It adds 26 tokens to every session and 404 once invoked, about $0.0001 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 2026-09-03.
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