{"slug":"junyanz-light-field-video","name":"Light Field Video","description":" Light field video applications (e.g. video refocusing, focus tracking, changing aperture and view) ","tagline":" Light field video applications (e.g. video refocusing, focus tracking, changing aperture and view) ","category":"robotics-iot","tags":["computer-vision","automation","robotics-iot","caffe","computer-graphics","deep-learning","lightfield","c++","github"],"author":{"name":"junyanz","verified":false,"url":"https://github.com/junyanz"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"junyanz/light-field-video","creatorName":"junyanz","creatorUrl":"https://github.com/junyanz","sourceUrl":"https://github.com/junyanz/light-field-video","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/junyanz-light-field-video#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":209,"forks":42,"downloads":0,"rating":0,"review_count":0,"quality_score":34.96},"quality":{"score":44,"tier":"review","label":"Needs review","summary":"Inspect the repository carefully before adding it to an agent workflow.","signals":[{"label":"GitHub stars","value":"209","tone":"neutral"},{"label":"Freshness","value":"6y ago","tone":"warning"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Unknown","tone":"neutral"}],"warnings":["Repository looks stale"]},"trust":{"version":"trust-score-v4","score":69,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"209 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"209 stars, 42 forks; 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issue activity unavailable in current metadata"],"agent_contract":{"task_input":"Use Light Field Video in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 69/100 Manual review","Audit: 60/100 Needs review","Safety: 44/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"junyanz-light-field-video (Light Field Video)","install_command":"npx skills add junyanz/light-field-video","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"junyanz-light-field-video","task":"Use Light Field Video in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/junyanz-light-field-video","api":"https://www.openagentskill.com/api/agent/skills/junyanz-light-field-video","audit":"https://www.openagentskill.com/skills/junyanz-light-field-video/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=junyanz-light-field-video&task=Use%20Light%20Field%20Video%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Light%20Field%20Video%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Light%20Field%20Video%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/junyanz-light-field-video/install","manifest":"https://www.openagentskill.com/api/registry/manifest/junyanz-light-field-video"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"junyanz-light-field-video","name":"Light Field Video","description":" Light field video applications (e.g. video refocusing, focus tracking, changing aperture and view) ","category":"robotics-iot","url":"https://www.openagentskill.com/skills/junyanz-light-field-video","repository":"https://github.com/junyanz/light-field-video","github_repo":"junyanz/light-field-video"},"suited_tasks":["Sports analytics workflows","Claude Code teams","builders willing to evaluate younger projects","Load football datasets","Compare teams and players","Explain match and tournament signals","Inspect source files","Explain architecture"],"suited_agents":["C++","Computer Vision","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add junyanz/light-field-video","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add junyanz/light-field-video"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Light Field Video\" agent skill from https://github.com/junyanz/light-field-video. 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issue activity unavailable in current metadata"],"agent_contract":{"task_input":"Use Light Field Video in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 69/100 Manual review","Audit: 60/100 Needs review","Safety: 44/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"junyanz-light-field-video (Light Field Video)","install_command":"npx skills add junyanz/light-field-video","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"junyanz-light-field-video","task":"Use Light Field Video in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/junyanz-light-field-video","api":"https://www.openagentskill.com/api/agent/skills/junyanz-light-field-video","audit":"https://www.openagentskill.com/skills/junyanz-light-field-video/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=junyanz-light-field-video&task=Use%20Light%20Field%20Video%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Light%20Field%20Video%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Light%20Field%20Video%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/junyanz-light-field-video/install","manifest":"https://www.openagentskill.com/api/registry/manifest/junyanz-light-field-video"}},"platforms":["C++","Computer Vision","Claude Code"],"use_cases":[{"slug":"sports-analytics","title":"Sports analytics","url":"https://www.openagentskill.com/use-cases/sports-analytics"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"install":"npx skills add junyanz/light-field-video","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add junyanz/light-field-video","description":"Use the registry command when your workflow supports the OpenAgentSkill installer.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Light Field Video\" agent skill from https://github.com/junyanz/light-field-video. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Light field video applications (e.g. video refocusing, focus tracking, changing aperture and view)","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"Light Field Video\" as a Claude Code skill from https://github.com/junyanz/light-field-video. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Light field video applications (e.g. video refocusing, focus tracking, changing aperture and view)","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Light Field Video\" from https://github.com/junyanz/light-field-video into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Light field video applications (e.g. video refocusing, focus tracking, changing aperture and view)","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/junyanz/light-field-video","github_repo":"junyanz/light-field-video","version":"1.0.0","license":"Unknown","updated_at":"2026-06-22T03:04:19.518269+00:00","canonical_key":"junyanz/light-field-video","recommendation_reasons":["Install handoff is available","Repository freshness signal is available"],"urls":{"web":"https://www.openagentskill.com/skills/junyanz-light-field-video","api":"https://www.openagentskill.com/api/agent/skills/junyanz-light-field-video","install_api":"https://www.openagentskill.com/api/skills/junyanz-light-field-video/install","audit":"https://www.openagentskill.com/skills/junyanz-light-field-video/audit","repository":"https://github.com/junyanz/light-field-video"},"meta":{"endpoint":"/api/registry/manifest/{slug}","canonical_agent_endpoint":"/api/agent/skills/junyanz-light-field-video","agent_friendly":true,"api_version":"1.0","generated_at":"2026-07-04T00:32:56.235Z"}}