paper-context

paper-context is a skill for Claude Code, Codex from lianxhcn/PXa2026a. It costs 76 tokens per session (855 once invoked), scanned A, original, no licence file.

A skill for creating a short, structured Chinese overview of an empirical economics or social-science paper. It covers the paper's background, question, method, findings, and place in related research.

In plain words
What is it for?
Use it to screen research papers, prepare fast top-journal reviews, and map how a study fits into its field.
Why use it?
It helps readers quickly decide whether a paper matters to their work without reading the entire paper first.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to screen research papers, prepare fast top-journal reviews, and map how a study fits into its field.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/lianxhcn/pxa2026a/01-paper-context
Install

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.

Any agent
npx skills add lianxhcn/PXa2026a --skill 01-paper-context
Clone the repo
git clone --depth 1 https://github.com/lianxhcn/PXa2026a

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for paper-context

README.md
[![agentmods](https://agentmods.dev/badge/skills/lianxhcn/pxa2026a/01-paper-context/github.svg)](https://agentmods.dev/skills/lianxhcn/pxa2026a/01-paper-context)
Your own site
<a href="https://agentmods.dev/skills/lianxhcn/pxa2026a/01-paper-context"><img src="https://agentmods.dev/badge/skills/lianxhcn/pxa2026a/01-paper-context/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.

agentmods 80×15 button for paper-context

Your own site · 80×15
<a href="https://agentmods.dev/skills/lianxhcn/pxa2026a/01-paper-context"><img src="https://agentmods.dev/badge/skills/lianxhcn/pxa2026a/01-paper-context.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 76 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 855 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00076 $0.00855
Opus 5 $0.00038 $0.00428
Sonnet 5 $0.00015 $0.00171
Haiku 4.5 $0.00008 $0.00085

Measured 11d ago against content hash 67f9aac515e4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

paper-context 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.

skills/core/01-paper-context/SKILL.md · 46 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

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.

  1. 11d ago First seen · 46 lines · 76 tokens per session scan A 67f9aac515e4

Subscribe to this mod's changes

paper-context is a skill published in the GitHub repository lianxhcn/PXa2026a (4 stars, last pushed 1mo ago), with no licence file. It adds 76 tokens to every session and 855 once invoked, about $0.0004 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 2026-08-31.

Related

Other skills, from other repositories

respond-to-eval

Turn student course evaluations (free-text + numeric) into an actionable teaching-improvement plan — the teaching analogue of /respond-to-referees. Clusters comments into themes, separates signal from noise, classifies each theme Keep / Change / Investigate / Out-of-scope, and drafts concrete changes mapped to the…

pedrohcgs/claude-code-my-workflow · 111 tokens

slide-excellence

Multi-agent comprehensive slide review (visual + pedagogy + proofreading, plus TikZ / parity / substance conditionally). Use when user says "full review", "excellence pass", "comprehensive check", "review everything", "pre-release review", "slide excellence", or before teaching / shipping a deck. Fanout wrapper — for…

pedrohcgs/claude-code-my-workflow · 94 tokens

scaffold-exercises

Scaffold a graded problem set with sections, problems, worked solutions, and short "why this matters" explainers across analytical, empirical, and coding types. Use when user says "make a problem set on X", "scaffold exercises for this lecture", "create practice problems", "generate homework with a solution key"…

pedrohcgs/claude-code-my-workflow · 101 tokens

syllabus

Build or restructure a course syllabus from a topic list or reading list — course description + prerequisites, week-by-week schedule (topic → readings → deliverables), measurable learning objectives, an assessment scheme + rubric, standard policies (late work, AI use, academic integrity, accessibility), and a per-week…

pedrohcgs/claude-code-my-workflow · 140 tokens

teach-from-paper

Turn a research paper into teaching materials — a lecture outline, the 3-5 results worth presenting (with intuition), a slide skeleton ready for /create-lecture, discussion questions, and a problem-set brief. Reads the paper end-to-end and pitches to a stated audience level. Use when user says "turn this paper into a…

pedrohcgs/claude-code-my-workflow · 102 tokens

create-lecture

Create a new Beamer lecture .tex from source papers and materials, with notation consistency checks and the project's preamble wired in. Use when user says "create a lecture on X", "new lecture from these papers", "start a deck on topic Y", "scaffold a new Beamer file", "build me a lecture from these PDFs". Scaffolds…

pedrohcgs/claude-code-my-workflow · 96 tokens