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Plot Logic Pipeline
by
Larry-of-cosmotim
· GitHub ↗
· v1.0.0
· MIT-0
176
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Install in OpenClaw
/install plot-logic-pipeline
Description
Systematically analyze scientific papers by mapping figures to discussions, identifying logical flow, and tracking evidence sources. Figures are the backbone...
Usage Guidance
This skill is instruction-only and internally consistent with its stated purpose. Before use, consider: (1) if you ask the agent to fetch PDFs or external material, prefer trusted sources (journal sites, your own files) because fetching external URLs introduces network risk outside the skill; (2) review any outputs that quote or reproduce large chunks of paid papers for copyright concerns; and (3) if you later add code or give the agent access to your filesystem/cloud, re-evaluate for scope and credential needs. Overall it appears safe to install from a coherence standpoint.
Capability Analysis
Type: OpenClaw Skill
Name: plot-logic-pipeline
Version: 1.0.0
The skill bundle provides a structured framework and markdown templates for an AI agent to analyze scientific papers by mapping figures to their corresponding discussions. There is no executable code, network activity, or evidence of prompt injection; the instructions in SKILL.md and references/TEMPLATES.md are entirely aligned with the stated purpose of logical argument reconstruction.
Capability Assessment
Purpose & Capability
The name/description (mapping figures to discussion and tracing argument flow) aligns with the SKILL.md content and templates. The skill does not request unrelated credentials, binaries, or system access.
Instruction Scope
SKILL.md provides prescriptive templates and stepwise analysis instructions limited to examining figures, discussions, and citations. It does not instruct the agent to read system files, steal secrets, or contact external endpoints. The guidance is specific rather than open-ended.
Install Mechanism
No install spec and no code files are present. This is the lowest-risk form: nothing is written to disk or executed by an installer.
Credentials
The skill requests no environment variables, credentials, or config paths. There are no unnecessary or unexplained secrets requested.
Persistence & Privilege
always is false, and the skill does not request permanent presence or system-wide configuration changes. Autonomous invocation is allowed by default but is reasonable for this kind of helper; this combination does not increase concern.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install plot-logic-pipeline - After installation, invoke the skill by name or use
/plot-logic-pipeline - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial public release of plot-logic-pipeline.
- Systematic framework to deconstruct scientific papers by tracing logic from figures through discussions.
- Step-by-step analysis: figure inventory, figure-discussion mapping, logic flow reconstruction, and evidence assessment.
- Evidence classification distinguishes previous studies from new contributions.
- Includes analysis templates and a quality assurance checklist.
- Highlights common analysis pitfalls and provides clear rules for consistent paper review.
Metadata
Frequently Asked Questions
What is Plot Logic Pipeline?
Systematically analyze scientific papers by mapping figures to discussions, identifying logical flow, and tracking evidence sources. Figures are the backbone... It is an AI Agent Skill for Claude Code / OpenClaw, with 176 downloads so far.
How do I install Plot Logic Pipeline?
Run "/install plot-logic-pipeline" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Plot Logic Pipeline free?
Yes, Plot Logic Pipeline is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Plot Logic Pipeline support?
Plot Logic Pipeline is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Plot Logic Pipeline?
It is built and maintained by Larry-of-cosmotim (@larry-of-cosmotim); the current version is v1.0.0.
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