{"query":"Itu T Recommendation Reviewer","filters":{"category":null,"platform":null,"track":null,"safety":null,"include_blocked":false,"min_stars":0},"total":10,"skills":[{"rank":1,"match_score":99,"raw_match_score":872.2,"slug":"thetaoism-itu-t-recommendation-reviewer","name":"Itu T Recommendation Reviewer","description":"Model-agnostic AI agent skill that reviews draft ITU-T Recommendations against official drafting rules, packaged in the open Agent Skills format.","tagline":"Model-agnostic AI agent skill (open Agent Skills format) that reviews draft ITU-T Recommendations against the ITU-T Author's Guide, presentation rules and quality checklist. 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Skill purpose: Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username"}],"handoff_url":"https://www.openagentskill.com/api/skills/sdl60660-letterboxd-recommendations/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/sdl60660-letterboxd-recommendations"},"trust":{"score":77,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"400 GitHub stars","repoActivity":"400 stars, 36 forks","lastPushed":"2mo since push","license":"GPL-3.0","repository":"https://github.com/sdl60660/letterboxd_recommendations","install":"npx skills add sdl60660/letterboxd_recommendations","installSafety":"standard package or runtime install path","permissionSurface":"network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["web-automation","scraping","crawler","browser-commerce","collaborative-filtering","flask"],"known_risks":["Quality score needs review","Documentation summary is thin","Stars/forks activity: 400 stars, 36 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. 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issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Use Letterboxd Recommendations in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 77/100 Strong shortlist","Audit: 81/100 Needs review","Safety: 65/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"sdl60660-letterboxd-recommendations (Letterboxd Recommendations)","install_command":"npx skills add sdl60660/letterboxd_recommendations","risk_summary":"Needs review; Reviewed with permission notes; 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":"sdl60660-letterboxd-recommendations","task":"Use Letterboxd Recommendations 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/sdl60660-letterboxd-recommendations","api":"https://www.openagentskill.com/api/agent/skills/sdl60660-letterboxd-recommendations","audit":"https://www.openagentskill.com/skills/sdl60660-letterboxd-recommendations/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=sdl60660-letterboxd-recommendations&task=Use%20Letterboxd%20Recommendations%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Letterboxd%20Recommendations%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Letterboxd%20Recommendations%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/sdl60660-letterboxd-recommendations/install","manifest":"https://www.openagentskill.com/api/registry/manifest/sdl60660-letterboxd-recommendations"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"sdl60660-letterboxd-recommendations","name":"Letterboxd Recommendations","description":"Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username","category":"web-automation","url":"https://www.openagentskill.com/skills/sdl60660-letterboxd-recommendations","repository":"https://github.com/sdl60660/letterboxd_recommendations","github_repo":"sdl60660/letterboxd_recommendations"},"suited_tasks":["Browser automation workflows","Browser agents teams","builders willing to evaluate younger projects","Navigate pages","Click and type safely","Check visual and DOM state","Crawl target URLs","Extract tables and metadata"],"suited_agents":["Python","Web Automation","Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add sdl60660/letterboxd_recommendations","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add sdl60660/letterboxd_recommendations"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Letterboxd Recommendations\" agent skill from https://github.com/sdl60660/letterboxd_recommendations. 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Skill purpose: Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Letterboxd Recommendations\" from https://github.com/sdl60660/letterboxd_recommendations 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: Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username"}],"handoff_url":"https://www.openagentskill.com/api/skills/sdl60660-letterboxd-recommendations/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/sdl60660-letterboxd-recommendations"},"trust":{"score":77,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"400 GitHub stars","repoActivity":"400 stars, 36 forks","lastPushed":"2mo since push","license":"GPL-3.0","repository":"https://github.com/sdl60660/letterboxd_recommendations","install":"npx skills add sdl60660/letterboxd_recommendations","installSafety":"standard package or runtime install path","permissionSurface":"network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["web-automation","scraping","crawler","browser-commerce","collaborative-filtering","flask"],"known_risks":["Quality score needs review","Documentation summary is thin","Stars/forks activity: 400 stars, 36 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":81,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Quality score needs review","Documentation summary is thin","Stars/forks activity: 400 stars, 36 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":74,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Testing and QA","maintenance":"2mo since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Quality score needs review","Documentation summary is thin","Stars/forks activity: 400 stars, 36 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Use Letterboxd Recommendations in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 77/100 Strong shortlist","Audit: 81/100 Needs review","Safety: 65/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"sdl60660-letterboxd-recommendations (Letterboxd Recommendations)","install_command":"npx skills add sdl60660/letterboxd_recommendations","risk_summary":"Needs review; Reviewed with permission notes; 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":"sdl60660-letterboxd-recommendations","task":"Use Letterboxd Recommendations 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/sdl60660-letterboxd-recommendations","api":"https://www.openagentskill.com/api/agent/skills/sdl60660-letterboxd-recommendations","audit":"https://www.openagentskill.com/skills/sdl60660-letterboxd-recommendations/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=sdl60660-letterboxd-recommendations&task=Use%20Letterboxd%20Recommendations%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Letterboxd%20Recommendations%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Letterboxd%20Recommendations%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/sdl60660-letterboxd-recommendations/install","manifest":"https://www.openagentskill.com/api/registry/manifest/sdl60660-letterboxd-recommendations"}},"platforms":["Python","Web Automation","Browser agents"],"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"testing-qa","title":"Testing and QA","url":"https://www.openagentskill.com/use-cases/testing-qa"}],"install":"npx skills add sdl60660/letterboxd_recommendations","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add sdl60660/letterboxd_recommendations","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 \"Letterboxd Recommendations\" agent skill from https://github.com/sdl60660/letterboxd_recommendations. 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Skill purpose: Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username","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 \"Letterboxd Recommendations\" from https://github.com/sdl60660/letterboxd_recommendations 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: Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/sdl60660/letterboxd_recommendations","github_repo":"sdl60660/letterboxd_recommendations","version":"1.0.0","license":"GPL-3.0","updated_at":"2026-06-21T06:42:31.798268+00:00","canonical_key":"sdl60660/letterboxd_recommendations","recommendation_reasons":["Matches task terms: recommendation","Install handoff is available","Repository freshness signal is available","Registry match score 20"],"urls":{"web":"https://www.openagentskill.com/skills/sdl60660-letterboxd-recommendations","api":"https://www.openagentskill.com/api/agent/skills/sdl60660-letterboxd-recommendations","install_api":"https://www.openagentskill.com/api/skills/sdl60660-letterboxd-recommendations/install","audit":"https://www.openagentskill.com/skills/sdl60660-letterboxd-recommendations/audit","repository":"https://github.com/sdl60660/letterboxd_recommendations"}}],"meta":{"endpoint":"/api/skills/search","canonical_agent_endpoint":"/api/agent/resolve","safety_policy":"Blocked candidates are excluded by default. Pass include_blocked=true only for manual audit workflows.","agent_friendly":true,"api_version":"1.0","generated_at":"2026-07-21T15:02:10.527Z"}}