{"query":"handle-sdr-tonemap-lut","filters":{"category":null,"platform":null,"track":null,"safety":null,"include_blocked":false,"min_stars":0},"total":1,"skills":[{"rank":1,"match_type":"exact","match_score":99,"raw_match_score":926,"semantic_relevance":100,"ranking_signals":{"retrieval":896,"semantic":100,"quality":12.1,"projectPopularity":17.9,"verifiedOutcomes":0,"verifiedSource":0},"slug":"clshortfuse-handle-sdr-tonemap-lut","name":"handle-sdr-tonemap-lut","description":"RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified.","tagline":"RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla mi","category":"automation","tags":["agent-skill"],"author":{"name":"clshortfuse","verified":false,"url":"https://github.com/clshortfuse"},"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"incremental repository rescan","sourceDetail":"clshortfuse/renodx","creatorName":"clshortfuse","creatorUrl":"https://github.com/clshortfuse","sourceUrl":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/clshortfuse-handle-sdr-tonemap-lut#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":3760,"forks":142,"verified_installs":0,"install_attempts":0,"successful_runs":0,"total_outcomes":0,"downloads":0,"rating":0,"review_count":0,"quality_score":48.43},"quality":{"score":83,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"3.8K","tone":"positive"},{"label":"Freshness","value":"1d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation."]},"trust":{"version":"trust-score-v4","score":75,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"3.8K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":77,"weight":0.08,"status":"info","detail":"3.8K stars, 142 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"1d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"3.8K GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"3.8K stars, 142 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"1d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"evidence":{"stars":"3.8K GitHub stars","repoActivity":"3.8K stars, 142 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut","install":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","1d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety":{"score":72,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","72/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"}],"policy_warnings":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","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.","reasons":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","72/100 agent safety score"]},"supply_profile":{"track":{"slug":"football-world-cup","label":"Football and World Cup analytics","shortLabel":"World Cup","description":"Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics."},"scenario":{"label":"Sports analytics","description":"I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.","useCases":[{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"local-desktop","title":"Local desktop"},{"slug":"browser-automation","title":"Browser automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":3760,"starsLabel":"3.8K","forks":142,"license":"MIT","qualityScore":83,"trustScore":75,"auditScore":84},"maintenance":{"status":"fresh","label":"1d since push","daysSincePush":1,"lastPushedAt":"2026-09-07T01:33:47+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","The skill depends on other skills (e.g., swapchain-resource-analysis) for upstream signal identification, which is clearly stated and acceptable.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Needs review"]},"coverageTags":["World Cup","Sports analytics","automation","agent-skill"]},"audit":{"audit_score":84,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","The skill depends on other skills (e.g., swapchain-resource-analysis) for upstream signal identification, which is clearly stated and acceptable.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"decision":{"readiness_score":94,"readiness_label":"Production-ready","headline":"Primary pick for Workflow automation","role":"Primary pick","primary_fit":"Workflow automation","best_for":["Workflow automation workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Workflow automation task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"clshortfuse-handle-sdr-tonemap-lut","name":"handle-sdr-tonemap-lut","description":"RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified.","category":"automation","url":"https://www.openagentskill.com/skills/clshortfuse-handle-sdr-tonemap-lut","repository":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut","github_repo":"clshortfuse/renodx"},"suited_tasks":["Workflow automation workflows","Claude Code teams","teams that value GitHub adoption signals","Move data between tools","Transform files","Trigger repeatable actions","Navigate local resources","Run repeatable desktop actions"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add clshortfuse-handle-sdr-tonemap-lut"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"handle-sdr-tonemap-lut\" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut. 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: RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"clshortfuse-handle-sdr-tonemap-lut\",\"task\":\"Install handle-sdr-tonemap-lut\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"handle-sdr-tonemap-lut\" as a Claude Code skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut. 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: RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"clshortfuse-handle-sdr-tonemap-lut\",\"task\":\"Install handle-sdr-tonemap-lut\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"handle-sdr-tonemap-lut\" from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut 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: RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"clshortfuse-handle-sdr-tonemap-lut\",\"task\":\"Install handle-sdr-tonemap-lut\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/clshortfuse-handle-sdr-tonemap-lut/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/clshortfuse-handle-sdr-tonemap-lut"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"3.8K GitHub stars","repoActivity":"3.8K stars, 142 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut","install":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","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":["automation","agent-skill"],"known_risks":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"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":84,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","The skill depends on other skills (e.g., swapchain-resource-analysis) for upstream signal identification, which is clearly stated and acceptable.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"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":83,"label":"Strong"},"supply":{"track":"Football and World Cup analytics","scenario":"Sports analytics","maintenance":"1d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","No OpenAgentSkill engagement data yet","The skill depends on other skills (e.g., swapchain-resource-analysis) for upstream signal identification, which is clearly stated and acceptable.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use handle-sdr-tonemap-lut in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 75/100 Strong shortlist","Audit: 84/100 Needs review","Safety: 72/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"clshortfuse-handle-sdr-tonemap-lut (handle-sdr-tonemap-lut)","install_command":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","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":"clshortfuse-handle-sdr-tonemap-lut","task":"Use handle-sdr-tonemap-lut 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/clshortfuse-handle-sdr-tonemap-lut","api":"https://www.openagentskill.com/api/agent/skills/clshortfuse-handle-sdr-tonemap-lut","audit":"https://www.openagentskill.com/skills/clshortfuse-handle-sdr-tonemap-lut/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=clshortfuse-handle-sdr-tonemap-lut&task=Use%20handle-sdr-tonemap-lut%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20handle-sdr-tonemap-lut%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20handle-sdr-tonemap-lut%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/clshortfuse-handle-sdr-tonemap-lut/install","manifest":"https://www.openagentskill.com/api/registry/manifest/clshortfuse-handle-sdr-tonemap-lut"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"clshortfuse-handle-sdr-tonemap-lut","name":"handle-sdr-tonemap-lut","description":"RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified.","category":"automation","url":"https://www.openagentskill.com/skills/clshortfuse-handle-sdr-tonemap-lut","repository":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut","github_repo":"clshortfuse/renodx"},"suited_tasks":["Workflow automation workflows","Claude Code teams","teams that value GitHub adoption signals","Move data between tools","Transform files","Trigger repeatable actions","Navigate local resources","Run repeatable desktop actions"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add clshortfuse-handle-sdr-tonemap-lut"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"handle-sdr-tonemap-lut\" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut. 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: RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"clshortfuse-handle-sdr-tonemap-lut\",\"task\":\"Install handle-sdr-tonemap-lut\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"handle-sdr-tonemap-lut\" as a Claude Code skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut. 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: RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"clshortfuse-handle-sdr-tonemap-lut\",\"task\":\"Install handle-sdr-tonemap-lut\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"handle-sdr-tonemap-lut\" from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut 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: RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"clshortfuse-handle-sdr-tonemap-lut\",\"task\":\"Install handle-sdr-tonemap-lut\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/clshortfuse-handle-sdr-tonemap-lut/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/clshortfuse-handle-sdr-tonemap-lut"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"3.8K GitHub stars","repoActivity":"3.8K stars, 142 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut","install":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","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":["automation","agent-skill"],"known_risks":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"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":84,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","The skill depends on other skills (e.g., swapchain-resource-analysis) for upstream signal identification, which is clearly stated and acceptable.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"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":83,"label":"Strong"},"supply":{"track":"Football and World Cup analytics","scenario":"Sports analytics","maintenance":"1d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The SKILL.md excerpt is truncated at the end, but the provided content is sufficient for evaluation.","No OpenAgentSkill engagement data yet","The skill depends on other skills (e.g., swapchain-resource-analysis) for upstream signal identification, which is clearly stated and acceptable.","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use handle-sdr-tonemap-lut in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 75/100 Strong shortlist","Audit: 84/100 Needs review","Safety: 72/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"clshortfuse-handle-sdr-tonemap-lut (handle-sdr-tonemap-lut)","install_command":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","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":"clshortfuse-handle-sdr-tonemap-lut","task":"Use handle-sdr-tonemap-lut 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/clshortfuse-handle-sdr-tonemap-lut","api":"https://www.openagentskill.com/api/agent/skills/clshortfuse-handle-sdr-tonemap-lut","audit":"https://www.openagentskill.com/skills/clshortfuse-handle-sdr-tonemap-lut/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=clshortfuse-handle-sdr-tonemap-lut&task=Use%20handle-sdr-tonemap-lut%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20handle-sdr-tonemap-lut%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20handle-sdr-tonemap-lut%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/clshortfuse-handle-sdr-tonemap-lut/install","manifest":"https://www.openagentskill.com/api/registry/manifest/clshortfuse-handle-sdr-tonemap-lut"}},"platforms":["Claude Code"],"use_cases":[{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"sports-analytics","title":"Sports analytics","url":"https://www.openagentskill.com/use-cases/sports-analytics"}],"install":"npx skills add clshortfuse/renodx --skill handle-sdr-tonemap-lut","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add clshortfuse-handle-sdr-tonemap-lut","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"handle-sdr-tonemap-lut\" agent skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut. 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: RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"clshortfuse-handle-sdr-tonemap-lut\",\"task\":\"Install handle-sdr-tonemap-lut\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","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 \"handle-sdr-tonemap-lut\" as a Claude Code skill from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut. 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: RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"clshortfuse-handle-sdr-tonemap-lut\",\"task\":\"Install handle-sdr-tonemap-lut\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","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 \"handle-sdr-tonemap-lut\" from https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut 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: RenoDX HLSL/Slang shader workflow for proven shader-side SDR tonemap, hard clip, LUT, color grade, and HDR bridge changes. Use when editing game shaders for neutral-by-default ToneMapPass/RenoDRT, vanilla/0 ToneMapPass user grading, Preset Off vanilla reset, PsychoV17, vanilla midgray/slope or inflection matching, UpgradeToneMap delta, SDR LUT bridges, N2 max-channel reconstruction, gamut compression, hue/saturation clip emulation, internal/user LUTs, or shader-side tonemap/LUT replacements after upstream HDR/SDR signals are identified. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"clshortfuse-handle-sdr-tonemap-lut\",\"task\":\"Install handle-sdr-tonemap-lut\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut","github_repo":"clshortfuse/renodx","version":"1.0.0","license":"MIT","updated_at":"2026-09-07T06:05:13.566473+00:00","canonical_key":"clshortfuse/renodx#.agents/skills/handle-sdr-tonemap-lut","recommendation_reasons":["Matches task terms: handle, sdr, tonemap, lut","Useful GitHub adoption: 3,760 stars","Install handoff is available","Repository freshness signal is available","Registry match score 99"],"urls":{"web":"https://www.openagentskill.com/skills/clshortfuse-handle-sdr-tonemap-lut","api":"https://www.openagentskill.com/api/agent/skills/clshortfuse-handle-sdr-tonemap-lut","install_api":"https://www.openagentskill.com/api/skills/clshortfuse-handle-sdr-tonemap-lut/install","audit":"https://www.openagentskill.com/skills/clshortfuse-handle-sdr-tonemap-lut/audit","repository":"https://github.com/clshortfuse/renodx/tree/main/.agents/skills/handle-sdr-tonemap-lut"}}],"meta":{"endpoint":"/api/skills/search","canonical_agent_endpoint":"/api/agent/resolve","ranking_model":"hybrid-v2-task-fit-quality-outcomes","shortlist_policy":"Return one best match plus up to four distinct alternatives; suppress unrelated direct-name matches.","lookup_intent":true,"exact_match_found":true,"match_counts":{"exact":1,"near":0,"related":0},"no_match_message":null,"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":"2026-09-08T12:43:01.216Z"}}