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Social Accuracy Checker
by
Nissan Dookeran
· GitHub ↗
· v1.0.1
· MIT-0
119
Downloads
0
Stars
1
Active Installs
2
Versions
Install in OpenClaw
/install social-accuracy-checker
Description
Fact-check and attribution-check social media content (tweets, LinkedIn posts, blog intros) before publication. Uses web search to verify factual claims and...
Usage Guidance
This skill appears to do what it says (use web search to verify claims) but it lacks explicit protections for private or proprietary drafts. Before installing or using it in a pipeline: (1) confirm whether drafts may contain confidential information—if so, add redaction rules or limit what is sent to external web_search/web_fetch; (2) require the skill to log what queries it sent and to which endpoints (so you can audit potential disclosure); (3) consider restricting outbound network or using an internal search proxy for sensitive projects; and (4) ask the author to remove or qualify the blanket "no private data transmitted" statement and to add exact handling rules for draft content and metadata. If you cannot add these safeguards, treat the skill as higher risk for potential data leakage.
Capability Analysis
Type: OpenClaw Skill
Name: social-accuracy-checker
Version: 1.0.1
The 'social-accuracy-checker' skill is designed to verify factual claims and identify attribution requirements in social media content. The instructions in SKILL.md are well-defined, focusing on extracting claims, performing web searches, and generating a structured report, with no evidence of malicious intent, data exfiltration, or prompt injection attacks.
Capability Assessment
Purpose & Capability
The name/description (pre-publication accuracy + attribution checks) aligns with the allowed tools (web_search, web_fetch) and the instructions to extract and verify claims. This capability legitimately needs web lookups. Note: the SKILL.md asserts searches will be "public only," but provides no mechanism to ensure queries do not include private/proprietary content from drafts.
Instruction Scope
The instructions require extracting all verifiable claims from drafts and running web_search/web_fetch queries against them. There are no explicit safeguards or redaction rules for sensitive or proprietary text; queries may therefore leak confidential content to external search providers. The skill also asks Archie to be given draft file paths and 'known sources' in the context packet — that could expose metadata or internal references not needed for public verification unless constrained.
Install Mechanism
Instruction-only skill with no install, no code files, and no downloads — minimal disk footprint and low installation risk.
Credentials
No environment variables, credentials, or config paths are requested. This is proportionate to the stated purpose. However, the SKILL.md's security note about not transmitting private data is optimistic and not enforced by any declared constraint.
Persistence & Privilege
always is false and there are no indications the skill persists or modifies other skills or system-wide config. It requests typical Read/Write/Edit privileges to produce a report file, which fits its purpose.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install social-accuracy-checker - After installation, invoke the skill by name or use
/social-accuracy-checker - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Security: added security_notes to clarify legitimate usage of network/credential/encoding patterns. Prevents false-positive scanner flags.
v1.0.0
New skill: web-backed fact-check and attribution auditor for social content
Metadata
Frequently Asked Questions
What is Social Accuracy Checker?
Fact-check and attribution-check social media content (tweets, LinkedIn posts, blog intros) before publication. Uses web search to verify factual claims and... It is an AI Agent Skill for Claude Code / OpenClaw, with 119 downloads so far.
How do I install Social Accuracy Checker?
Run "/install social-accuracy-checker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Social Accuracy Checker free?
Yes, Social Accuracy Checker is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Social Accuracy Checker support?
Social Accuracy Checker is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Social Accuracy Checker?
It is built and maintained by Nissan Dookeran (@nissan); the current version is v1.0.1.
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