Production-grade multimodal content analysis: explicit analysis pipeline (modality → decode → segment → extract → verify → report), evidence and provenance rules (page, time, region anchors), grounded vs inferred claims, failure modes (OCR error, sampling gaps, chart number invention, deepfakes, token limits, locked files), decision trade-offs (summary vs extract vs compare, full read vs stratified sample, human-in-the-loop for high-stakes), quality and anti-hallucination guardrails, structured reports with limitations and confidence — for documents, images, video, and audio. Not a replacement for legal, medical, or forensic experts.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryContent & writingStars0
About this skill
Production-grade multimodal content analysis: explicit analysis pipeline (modality → decode → segment → extract → verify → report), evidence and provenance rules (page, time, region anchors), grounded vs inferred claims, failure modes (OCR error, sampling gaps, chart number invention, deepfakes, token limits, locked files), decision trade-offs (summary vs extract vs compare, full read vs stratified sample, human-in-the-loop for high-stakes), quality and anti-hallucination guardrails, structured reports with limitations and confidence — for documents, images, video, and audio. Not a replacement for legal, medical, or forensic experts.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Production-grade multimodal content analysis: explicit analysis pipeline (modality → decode → segment → extract → verify → report), evidence and provenance rules (page, time, region anchors), grounded vs inferred claims, failure modes (OCR error, sampling gaps, chart number invention, deepfakes, token limits, locked files), decision trade-offs (summary vs extract vs compare, full read vs stratified sample, human-in-the-loop for high-stakes), quality and anti-hallucination guardrails, structured reports with limitations and confidence — for documents, images, video, and audio. Not a replacement for legal, medical, or forensic experts.
About this listing
Category
Content & writing
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.