← Back to Skills Marketplace
Paper Card Analyzer
by
Chen-Li-17
· GitHub ↗
· v1.0.0
· MIT-0
266
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install paper-card-analyzer
Description
Analyze `paper-parse` outputs and generate a research-oriented paper card directly in natural language. Use this skill after paper parsing when you need a st...
Usage Guidance
This skill is internally consistent and low-risk, but it does read from and write to your local project folders. Before installing or running it: (1) confirm you want the agent to access the directories containing your *_content.md and *_parsed.json files; (2) back up any existing paper-card.* or paper-card-feedback.md files you care about (the skill will overwrite them); (3) when multiple candidate files exist, choose the intended pair to avoid accidental processing; (4) review the generated paper-card and feedback log before sharing externally. If you require stricter safety, restrict the agent's file access to a single dedicated folder containing only the intended parsed-paper files.
Capability Analysis
Type: OpenClaw Skill
Name: paper-card-analyzer
Version: 1.0.0
The 'paper-card-analyzer' skill is designed to process local markdown and JSON files generated by a paper parser to create structured research summaries. The instructions in SKILL.md focus on data extraction, scientific analysis, and iterative feedback without any indicators of malicious intent, such as unauthorized network access, shell execution, or data exfiltration.
Capability Assessment
Purpose & Capability
The name/description match the runtime instructions: the skill expects paper-parse outputs and produces a research-oriented card. There are no unrelated env vars, binaries, or external services requested.
Instruction Scope
Instructions are constrained to reading *_parsed.json and *_content.md, producing paper-card.md/json and a feedback log. This stays within the stated purpose. Note: the skill will write/overwrite files in the same folder (paper-card.* and paper-card-feedback.md) and asks the agent to choose among multiple candidate files — ensure the agent has explicit user consent to read/write those directories and that overwriting is acceptable.
Install Mechanism
No install spec and no code files — instruction-only runtime. No downloads or execution of external code are declared.
Credentials
No environment variables, credentials, or config paths are requested. All required inputs are local files named by pattern, which aligns with the skill's purpose.
Persistence & Privilege
always is false and the skill does not request persistent presence or modify other skills. Autonomous invocation is allowed by platform default but, standing alone, does not introduce new privilege beyond reading/writing the paper files.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install paper-card-analyzer - After installation, invoke the skill by name or use
/paper-card-analyzer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of "paper-card-analyzer": Automates generation and iterative refinement of structured research paper summaries from parsed paper artifacts.
- Creates detailed "paper card" summaries by analyzing `paper-parse` outputs (`*_content.md`, `*_parsed.json`).
- Produces and saves standardized card sections (snapshot, contributions, method, results, limitations, etc.) in both Markdown and JSON formats.
- Includes a revision workflow with user feedback, change tracking, and versioned logs in `paper-card-feedback.md`.
- Enforces strict reliance on extracted evidence; never invents claims, metrics, or datasets not present in source files.
- Marks uncertainty explicitly and flags evidence gaps or unsupported sections.
- Ensures consistent section order, factual writing style, and explicit separation of author vs. analyst statements.
Metadata
Frequently Asked Questions
What is Paper Card Analyzer?
Analyze `paper-parse` outputs and generate a research-oriented paper card directly in natural language. Use this skill after paper parsing when you need a st... It is an AI Agent Skill for Claude Code / OpenClaw, with 266 downloads so far.
How do I install Paper Card Analyzer?
Run "/install paper-card-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Paper Card Analyzer free?
Yes, Paper Card Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Paper Card Analyzer support?
Paper Card Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Paper Card Analyzer?
It is built and maintained by Chen-Li-17 (@chen-li-17); the current version is v1.0.0.
More Skills