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 WenyuChiou/research-hub --skill literature-triage-matrixgit clone --depth 1 https://github.com/WenyuChiou/research-hubWrote 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/wenyuchiou/research-hub/literature-triage-matrix)<a href="https://agentmods.dev/skills/wenyuchiou/research-hub/literature-triage-matrix"><img src="https://agentmods.dev/badge/skills/wenyuchiou/research-hub/literature-triage-matrix/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/wenyuchiou/research-hub/literature-triage-matrix"><img src="https://agentmods.dev/badge/skills/wenyuchiou/research-hub/literature-triage-matrix.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 | $0.00162 | $0.01911 |
| Opus 5.5 | $0.00065 | $0.00764 |
| Sonnet 5.5 | $0.00032 | $0.00382 |
| Haiku 4.5 | $0.00016 | $0.00191 |
Grade A, and why
literature-triage-matrix 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 25d 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 — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
literature-triage-matrix
Produce a single comparison table over a set of papers, optimized for review-writing decisions. The matrix lets the user (or a downstream writing skill) see at a glance which papers cluster together by method, which carry the load on a particular claim, and which can be cited in passing vs deeply engaged.
This skill avoids the common AI failure mode of "give me a summary of each paper" — which produces N independent bullet lists that the user then has to manually compare.
When to use
Trigger phrases:
- "Make a literature matrix for these papers."
- "Compare these papers by method, data, claims, and limitations."
- "Help me decide which papers are central to my review."
- "Build a triage table over my Zotero collection / Obsidian cluster."
Not for:
- A 5-page narrative literature review — that's a writing task.
- Citation formatting — Zotero and the writing skill handle that.
- Single-paper deep dive — use
paper-memory-builder.
Evidence contract
Read ../research-hub/references/research-protocol.md and
../research-hub/references/source-claim-audit.md for scope preservation,
core/closest/classic roles, version-aware findings, and bounded completion.
If a standalone install lacks these references, use the minimum rules below:
metadata, abstracts, remembered results and generated summaries are screening
leads; load-bearing claims need located source/version evidence; unchecked
claims and failed searches remain explicit gaps.
Inputs
In priority order (cheapest to most expensive):
- Manual paper list — a Markdown bullet list of titles + DOIs (or
arXiv IDs) the user pastes directly into the chat. Lowest-friction
entry; works without any other research-hub setup. Treat each
line as one row in the matrix. DOI lookup establishes metadata, not
findings. Remembered famous results are search leads only. Retrieve
actual source passages for claim/method/limitation cells; otherwise mark
?or clearly label the provisional screening source.
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.
- 25d ago Changed · +28 lines dfe54a2dd5cd
- 1mo ago First seen · 129 lines · 162 tokens per session scan A a437f44253b5
literature-triage-matrix is a skill published in the GitHub repository WenyuChiou/research-hub (66 stars, last pushed today), licensed MIT. It adds 162 tokens to every session and 1,911 once invoked, about $0.0006 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 2026-08-30.
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