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protocol_video_matching

Real-time XR video vs. protocol text matching and deviation detection. Aligns first-person XR headset video streams frame-by-frame against structured protocol steps, flags procedural deviations, scores compliance, and delivers corrective audio/visual overlays — enabling one-person lab operation with zero-missed-step guarantees.

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SKILL.md
Quality
Evals
Security

Low

Low-risk findings.

2 low severity findings. Worth noting, but not necessarily harmful.

Low

W011: Third-party content exposure detected (indirect prompt injection risk).

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

The required workflow ingests “protocol text from multiple sources” (e.g., protocols.io JSON, Benchling ELN entries, plain-text SOPs/PDF/DOCX) and then uses VLM/OCR over the live XR video stream at runtime, so outsider-authored content can be injected into those protocol inputs and directly ingested without first selecting a specific trusted item.

Report incorrect finding
Low

W012: Unverifiable external dependency detected (runtime URL that controls agent).

What this means

The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.

Why it was flagged

The skill takes external protocol files at runtime that would be fetched and parsed to drive agent instructions, specifically "protocols.io:dx.doi.org/10.17504/protocols.io.rneasy-v3" and "opentrons://protocol/drug-screening-v4.json", which directly control prompts/behavior.

Repository
wu-yc/LabClaw
Audited
Security analysis
Snyk

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