{"query":"open-map-stack","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":902.2,"semantic_relevance":100,"ranking_signals":{"retrieval":884,"semantic":100,"quality":9,"projectPopularity":9.2,"verifiedOutcomes":0,"verifiedSource":0},"slug":"jaakla-open-map-stack","name":"open-map-stack","description":"Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work.","tagline":"Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM","category":"research","tags":["agent-skill"],"author":{"name":"jaakla","verified":false,"url":"https://github.com/jaakla"},"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"jaakla/openmapstack","creatorName":"jaakla","creatorUrl":"https://github.com/jaakla","sourceUrl":"https://github.com/jaakla/openmapstack/blob/main/SKILL.md","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/jaakla-open-map-stack#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":68,"forks":11,"verified_installs":0,"install_attempts":0,"successful_runs":0,"total_outcomes":0,"downloads":0,"rating":0,"review_count":0,"quality_score":36.12},"quality":{"score":65,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"68","tone":"neutral"},{"label":"Freshness","value":"3d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment."]},"trust":{"version":"trust-score-v4","score":65,"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":48,"weight":0.13,"status":"warn","detail":"68 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":48,"weight":0.08,"status":"warn","detail":"68 stars, 11 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"3d 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":82,"weight":0.12,"status":"pass","detail":"database surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add jaakla/openmapstack --skill open-map-stack"},{"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":88,"weight":0.07,"status":"pass","detail":"database access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/jaakla/openmapstack/blob/main/SKILL.md"},{"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":"warn","label":"GitHub adoption","detail":"68 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"68 stars, 11 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"3d 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":"database surface"},{"status":"pass","label":"Install availability","detail":"npx skills add jaakla/openmapstack --skill open-map-stack"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"database access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/jaakla/openmapstack/blob/main/SKILL.md"},{"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","Install command has no obvious high-risk pattern"],"warnings":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","Quality score needs review","GitHub adoption: 68 GitHub stars","Stars/forks activity: 68 stars, 11 forks; issue activity unavailable in current metadata","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"evidence":{"stars":"68 GitHub stars","repoActivity":"68 stars, 11 forks","lastPushed":"3d since push","license":"MIT","repository":"https://github.com/jaakla/openmapstack/blob/main/SKILL.md","install":"npx skills add jaakla/openmapstack --skill open-map-stack","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add jaakla/openmapstack --skill open-map-stack","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","3d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","Quality score needs review","GitHub adoption: 68 GitHub stars","Stars/forks activity: 68 stars, 11 forks; issue activity unavailable in current metadata","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":["research","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":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","Quality score needs review","GitHub adoption: 68 GitHub stars","Stars/forks activity: 68 stars, 11 forks; issue activity unavailable in current metadata","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety":{"score":60,"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":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","60/100 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"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment."],"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":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","60/100 agent safety score"]},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"rag-knowledge","title":"RAG and knowledge"},{"slug":"browser-automation","title":"Browser automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add jaakla/openmapstack --skill open-map-stack","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":68,"starsLabel":"68","forks":11,"license":"MIT","qualityScore":65,"trustScore":65,"auditScore":76},"maintenance":{"status":"fresh","label":"3d since push","daysSincePush":3,"lastPushedAt":"2026-09-02T05:28:33+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","The skill relies on references/project-spec.md as mandatory reading, but that file is not present in the submitted skill bundle; it needs to be included or the agent needs clear instructions to clone/open the repository.","Security guidance for untrusted geodata is implicit rather than explicit; downloaded features and external API responses could contain prompt-injection style content, and API credentials should be handled through environment variables or secret stores.","Quality score needs review","GitHub adoption: 68 GitHub stars"]},"coverageTags":["Research","Research agents","agent-skill"]},"audit":{"audit_score":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","The skill relies on references/project-spec.md as mandatory reading, but that file is not present in the submitted skill bundle; it needs to be included or the agent needs clear instructions to clone/open the repository.","Security guidance for untrusted geodata is implicit rather than explicit; downloaded features and external API responses could contain prompt-injection style content, and API credentials should be handled through environment variables or secret stores.","Quality score needs review","GitHub adoption: 68 GitHub stars"]},"decision":{"readiness_score":64,"readiness_label":"Prototype first","headline":"Fallback candidate for Research agents","role":"Fallback candidate","primary_fit":"Research agents","best_for":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects"],"risks":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Research agents 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":"jaakla-open-map-stack","name":"open-map-stack","description":"Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work.","category":"research","url":"https://www.openagentskill.com/skills/jaakla-open-map-stack","repository":"https://github.com/jaakla/openmapstack/blob/main/SKILL.md","github_repo":"jaakla/openmapstack"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Chunk documents","Create embeddings"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add jaakla/openmapstack --skill open-map-stack","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 jaakla-open-map-stack"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"open-map-stack\" agent skill from https://github.com/jaakla/openmapstack/blob/main/SKILL.md. 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: Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work. 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\":\"jaakla-open-map-stack\",\"task\":\"Install open-map-stack\",\"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 \"open-map-stack\" as a Claude Code skill from https://github.com/jaakla/openmapstack/blob/main/SKILL.md. 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: Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work. 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\":\"jaakla-open-map-stack\",\"task\":\"Install open-map-stack\",\"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 \"open-map-stack\" from https://github.com/jaakla/openmapstack/blob/main/SKILL.md 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: Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work. 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\":\"jaakla-open-map-stack\",\"task\":\"Install open-map-stack\",\"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/jaakla-open-map-stack/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/jaakla-open-map-stack"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"68 GitHub stars","repoActivity":"68 stars, 11 forks","lastPushed":"3d since push","license":"MIT","repository":"https://github.com/jaakla/openmapstack/blob/main/SKILL.md","install":"npx skills add jaakla/openmapstack --skill open-map-stack","installSafety":"standard package or runtime install path","permissionSurface":"database access","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":["research","agent-skill"],"known_risks":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","Quality score needs review","GitHub adoption: 68 GitHub stars","Stars/forks activity: 68 stars, 11 forks; issue activity unavailable in current metadata","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":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","The skill relies on references/project-spec.md as mandatory reading, but that file is not present in the submitted skill bundle; it needs to be included or the agent needs clear instructions to clone/open the repository.","Security guidance for untrusted geodata is implicit rather than explicit; downloaded features and external API responses could contain prompt-injection style content, and API credentials should be handled through environment variables or secret stores.","Quality score needs review","GitHub adoption: 68 GitHub stars","Stars/forks activity: 68 stars, 11 forks; issue activity unavailable in current metadata","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":65,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"3d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","No OpenAgentSkill engagement data yet","The skill relies on references/project-spec.md as mandatory reading, but that file is not present in the submitted skill bundle; it needs to be included or the agent needs clear instructions to clone/open the repository.","Security guidance for untrusted geodata is implicit rather than explicit; downloaded features and external API responses could contain prompt-injection style content, and API credentials should be handled through environment variables or secret stores.","Quality score needs review","GitHub adoption: 68 GitHub stars"],"agent_contract":{"task_input":"Use open-map-stack in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 65/100 Manual review","Audit: 76/100 Needs review","Safety: 60/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"jaakla-open-map-stack (open-map-stack)","install_command":"npx skills add jaakla/openmapstack --skill open-map-stack","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":"jaakla-open-map-stack","task":"Use open-map-stack 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/jaakla-open-map-stack","api":"https://www.openagentskill.com/api/agent/skills/jaakla-open-map-stack","audit":"https://www.openagentskill.com/skills/jaakla-open-map-stack/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=jaakla-open-map-stack&task=Use%20open-map-stack%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20open-map-stack%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20open-map-stack%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/jaakla-open-map-stack/install","manifest":"https://www.openagentskill.com/api/registry/manifest/jaakla-open-map-stack"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"jaakla-open-map-stack","name":"open-map-stack","description":"Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work.","category":"research","url":"https://www.openagentskill.com/skills/jaakla-open-map-stack","repository":"https://github.com/jaakla/openmapstack/blob/main/SKILL.md","github_repo":"jaakla/openmapstack"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Chunk documents","Create embeddings"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add jaakla/openmapstack --skill open-map-stack","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 jaakla-open-map-stack"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"open-map-stack\" agent skill from https://github.com/jaakla/openmapstack/blob/main/SKILL.md. 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: Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work. 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\":\"jaakla-open-map-stack\",\"task\":\"Install open-map-stack\",\"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 \"open-map-stack\" as a Claude Code skill from https://github.com/jaakla/openmapstack/blob/main/SKILL.md. 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: Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work. 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\":\"jaakla-open-map-stack\",\"task\":\"Install open-map-stack\",\"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 \"open-map-stack\" from https://github.com/jaakla/openmapstack/blob/main/SKILL.md 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: Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work. 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\":\"jaakla-open-map-stack\",\"task\":\"Install open-map-stack\",\"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/jaakla-open-map-stack/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/jaakla-open-map-stack"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"68 GitHub stars","repoActivity":"68 stars, 11 forks","lastPushed":"3d since push","license":"MIT","repository":"https://github.com/jaakla/openmapstack/blob/main/SKILL.md","install":"npx skills add jaakla/openmapstack --skill open-map-stack","installSafety":"standard package or runtime install path","permissionSurface":"database access","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":["research","agent-skill"],"known_risks":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","Quality score needs review","GitHub adoption: 68 GitHub stars","Stars/forks activity: 68 stars, 11 forks; issue activity unavailable in current metadata","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":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","The skill relies on references/project-spec.md as mandatory reading, but that file is not present in the submitted skill bundle; it needs to be included or the agent needs clear instructions to clone/open the repository.","Security guidance for untrusted geodata is implicit rather than explicit; downloaded features and external API responses could contain prompt-injection style content, and API credentials should be handled through environment variables or secret stores.","Quality score needs review","GitHub adoption: 68 GitHub stars","Stars/forks activity: 68 stars, 11 forks; issue activity unavailable in current metadata","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":65,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"3d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md does not include explicit setup/installation requirements (e.g., installing the openmapstack CLI, GDAL, PostGIS, DuckDB Spatial), so an agent may not know how to bootstrap the environment.","No OpenAgentSkill engagement data yet","The skill relies on references/project-spec.md as mandatory reading, but that file is not present in the submitted skill bundle; it needs to be included or the agent needs clear instructions to clone/open the repository.","Security guidance for untrusted geodata is implicit rather than explicit; downloaded features and external API responses could contain prompt-injection style content, and API credentials should be handled through environment variables or secret stores.","Quality score needs review","GitHub adoption: 68 GitHub stars"],"agent_contract":{"task_input":"Use open-map-stack in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 65/100 Manual review","Audit: 76/100 Needs review","Safety: 60/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"jaakla-open-map-stack (open-map-stack)","install_command":"npx skills add jaakla/openmapstack --skill open-map-stack","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":"jaakla-open-map-stack","task":"Use open-map-stack 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/jaakla-open-map-stack","api":"https://www.openagentskill.com/api/agent/skills/jaakla-open-map-stack","audit":"https://www.openagentskill.com/skills/jaakla-open-map-stack/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=jaakla-open-map-stack&task=Use%20open-map-stack%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20open-map-stack%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20open-map-stack%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/jaakla-open-map-stack/install","manifest":"https://www.openagentskill.com/api/registry/manifest/jaakla-open-map-stack"}},"platforms":["Claude Code"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"data-analysis","title":"Data analysis","url":"https://www.openagentskill.com/use-cases/data-analysis"}],"install":"npx skills add jaakla/openmapstack --skill open-map-stack","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 jaakla-open-map-stack","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 \"open-map-stack\" agent skill from https://github.com/jaakla/openmapstack/blob/main/SKILL.md. 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: Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work. 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\":\"jaakla-open-map-stack\",\"task\":\"Install open-map-stack\",\"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 \"open-map-stack\" as a Claude Code skill from https://github.com/jaakla/openmapstack/blob/main/SKILL.md. 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: Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work. 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\":\"jaakla-open-map-stack\",\"task\":\"Install open-map-stack\",\"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 \"open-map-stack\" from https://github.com/jaakla/openmapstack/blob/main/SKILL.md 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: Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat, LiDAR, GeoPackage, GeoParquet, COG, PMTiles, WMS/WFS/OGC APIs, GDAL, GeoPandas, DuckDB Spatial, PostGIS, QGIS, MapLibre, and Estonian spatial data including ETAK and EPSG:3301. Open-first, with hosted services when scale or reliability requires them. Do not use for casual map references, simple place lookups, or ordinary travel directions without analytical GIS work. 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\":\"jaakla-open-map-stack\",\"task\":\"Install open-map-stack\",\"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/jaakla/openmapstack/blob/main/SKILL.md","github_repo":"jaakla/openmapstack","version":"1.0.0","license":"MIT","updated_at":"2026-09-02T05:46:36.010052+00:00","canonical_key":"jaakla/openmapstack#skill.md","recommendation_reasons":["Matches task terms: open, map, stack","Install handoff is available","Repository freshness signal is available","Registry match score 99"],"urls":{"web":"https://www.openagentskill.com/skills/jaakla-open-map-stack","api":"https://www.openagentskill.com/api/agent/skills/jaakla-open-map-stack","install_api":"https://www.openagentskill.com/api/skills/jaakla-open-map-stack/install","audit":"https://www.openagentskill.com/skills/jaakla-open-map-stack/audit","repository":"https://github.com/jaakla/openmapstack/blob/main/SKILL.md"}}],"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":"2026-09-06T04:50:43.359Z"}}