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Research Claim Checker
by
vx：17605205782
· GitHub ↗
· v1.0.0
· MIT-0
140
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1
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Install in OpenClaw
/install research-claim-checker
Description
检查一篇研究或分析里的结论是否被证据支撑，指出证据链断点。；use for research, claims, evidence workflows；do not use for 伪造出处, 替代同行评议.
Usage Guidance
This skill appears coherent and local-only, but follow these precautions before running: (1) review scripts/run.py yourself (it is included) to confirm behavior; (2) avoid pointing --input at home, /, or any directory containing secrets or private keys because the script will read many text files and may include snippets in its report; (3) run the smoke test in an isolated environment or with --dry-run and an example input first; (4) provide only sanitized inputs if they contain personal or sensitive data; (5) there are no network calls in the bundle, but if you modify the skill, re-check for added external endpoints.
Capability Analysis
Type: OpenClaw Skill
Name: research-claim-checker
Version: 1.0.0
The skill bundle is a legitimate research analysis tool designed to verify evidence chains in documents. The included Python script (scripts/run.py) provides utility functions for structured reporting and directory auditing, including a defensive 'pattern_audit' mode that scans for (and masks) potential security risks like hardcoded secrets or dangerous shell commands. All operations are local, lack network access, and align strictly with the stated purpose in SKILL.md and README.md.
Capability Assessment
Purpose & Capability
Name/description (claim checking, evidence audit) align with included files and the provided script. The only run-time requirement is python3 and there are no environment variables, credentials, or external services requested.
Instruction Scope
SKILL.md confines behavior to producing structured audit output and suggests running the bundled scripts. The script legitimately reads input files or directories and produces reports. Caution: when pointed at a directory it recursively reads many text file types and emits sampled content (including masked secret-like snippets), so do not run it against directories containing sensitive secrets or private data unless you intend to audit them.
Install Mechanism
No install spec; this is an instruction-only skill with a local Python script. There are no downloads, package installs, or external installers in the bundle.
Credentials
The skill requests no environment variables, no credentials, and requires only python3—proportionate for a local auditing/templating tool.
Persistence & Privilege
always is false and the skill does not attempt to modify other skills or system-wide configuration. It writes output only when invoked with an explicit output path (or will write if default behavior used), which is normal for a report generator.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install research-claim-checker - After installation, invoke the skill by name or use
/research-claim-checker - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of research-claim-checker.
- Provides tools to assess whether research conclusions are supported by evidence and identify gaps in the evidence chain.
- Produces structured outputs: conclusions, corresponding evidence, gaps, required additional evidence, suggested revisions, and confidence assessments.
- Designed for research, claims, and evidence workflows; not for fabricating sources or replacing peer review.
- Includes explicit boundaries for safety, privacy, and compliance.
- Supports both script execution (if permitted) and direct text outputs using provided templates and specs.
Metadata
Frequently Asked Questions
What is Research Claim Checker?
检查一篇研究或分析里的结论是否被证据支撑，指出证据链断点。；use for research, claims, evidence workflows；do not use for 伪造出处, 替代同行评议. It is an AI Agent Skill for Claude Code / OpenClaw, with 140 downloads so far.
How do I install Research Claim Checker?
Run "/install research-claim-checker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Research Claim Checker free?
Yes, Research Claim Checker is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Research Claim Checker support?
Research Claim Checker is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).
Who created Research Claim Checker?
It is built and maintained by vx：17605205782 (@52yuanchangxing); the current version is v1.0.0.
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