Add better descriptions#9
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Pull request overview
Improves catalog descriptions for many agent skills, but also unexpectedly removes valid catalog entries.
Changes:
- Replaces generic descriptions with more specific summaries.
- Deletes entries from Venice, Typefully, mcp-use, and fal.ai.
- Introduces several minor description errors.
Show a summary per file
| File | Description |
|---|---|
catalog/vercel-labs/vercel-sandbox.json |
Improves description. |
catalog/vercel-labs/slack.json |
Improves description. |
catalog/vercel-labs/electron.json |
Improves description. |
catalog/vercel-labs/dogfood.json |
Improves description. |
catalog/vercel-labs/core.json |
Improves description. |
catalog/vercel-labs/agentcore.json |
Improves description. |
catalog/vercel-labs/agent-browser.json |
Improves description. |
catalog/veniceai/venice-x402.json |
Deletes catalog entry. |
catalog/veniceai/venice-video.json |
Deletes catalog entry. |
catalog/veniceai/venice-responses.json |
Deletes catalog entry. |
catalog/veniceai/venice-models.json |
Deletes catalog entry. |
catalog/veniceai/venice-image-generate.json |
Deletes catalog entry. |
catalog/veniceai/venice-image-edit.json |
Deletes catalog entry. |
catalog/veniceai/venice-errors.json |
Deletes catalog entry. |
catalog/veniceai/venice-embeddings.json |
Deletes catalog entry. |
catalog/veniceai/venice-crypto-rpc.json |
Deletes catalog entry. |
catalog/veniceai/venice-chat.json |
Deletes catalog entry. |
catalog/veniceai/venice-characters.json |
Deletes catalog entry. |
catalog/veniceai/venice-billing.json |
Deletes catalog entry. |
catalog/veniceai/venice-auth.json |
Deletes catalog entry. |
catalog/veniceai/venice-augment.json |
Deletes catalog entry. |
catalog/veniceai/venice-audio-transcription.json |
Deletes catalog entry. |
catalog/veniceai/venice-audio-speech.json |
Deletes catalog entry. |
catalog/veniceai/venice-audio-music.json |
Deletes catalog entry. |
catalog/veniceai/venice-api-overview.json |
Deletes catalog entry. |
catalog/veniceai/venice-api-keys.json |
Deletes catalog entry. |
catalog/veniceai/my-venice-skill.json |
Deletes template entry. |
catalog/typefully/typefully.json |
Deletes catalog entry. |
catalog/sveltejs/writing-opencode-plugins.json |
Improves description. |
catalog/sveltejs/writing-great-skills.json |
Improves description. |
catalog/sveltejs/svelte-core-bestpractices.json |
Improves description. |
catalog/sveltejs/svelte-code-writer.json |
Improves description. |
catalog/qdrant/vertical-scaling.json |
Improves description. |
catalog/qdrant/tenant-scaling.json |
Improves description. |
catalog/qdrant/sliding-time-window.json |
Improves description. |
catalog/qdrant/setup.json |
Improves description. |
catalog/qdrant/search-types.json |
Improves description. |
catalog/qdrant/search-strategies.json |
Improves description. |
catalog/qdrant/search-speed-optimization.json |
Improves description. |
catalog/qdrant/scaling-query-volume.json |
Improves description. |
catalog/qdrant/scaling-qps.json |
Improves description. |
catalog/qdrant/scaling-data-volume.json |
Improves description. |
catalog/qdrant/relevance-feedback.json |
Improves description. |
catalog/qdrant/qdrant-version-upgrade.json |
Improves description. |
catalog/qdrant/qdrant-search-quality.json |
Improves description. |
catalog/qdrant/qdrant-scaling.json |
Improves description. |
catalog/qdrant/qdrant-performance-optimization.json |
Improves description. |
catalog/qdrant/qdrant-monitoring.json |
Improves description. |
catalog/qdrant/qdrant-model-migration.json |
Improves description. |
catalog/qdrant/qdrant-edge.json |
Improves description. |
catalog/qdrant/qdrant-deployment-options.json |
Improves description. |
catalog/qdrant/qdrant-clients-sdk.json |
Improves description. |
catalog/qdrant/qdrant-advisor.json |
Improves description. |
catalog/qdrant/minimize-latency.json |
Improves description. |
catalog/qdrant/memory-usage-optimization.json |
Improves description. |
catalog/qdrant/indexing-performance-optimization.json |
Improves description. |
catalog/qdrant/hybrid-search.json |
Improves description. |
catalog/qdrant/horizontal-scaling.json |
Improves description. |
catalog/qdrant/diagnosis.json |
Improves description. |
catalog/qdrant/debugging.json |
Improves description. |
catalog/qdrant/combining-searches.json |
Improves description. |
catalog/pinecone-io/quickstart.json |
Improves description. |
catalog/pinecone-io/query.json |
Improves description. |
catalog/pinecone-io/n8n.json |
Improves description. |
catalog/pinecone-io/mcp.json |
Improves description. |
catalog/pinecone-io/help.json |
Improves description. |
catalog/pinecone-io/full-text-search.json |
Improves description. |
catalog/pinecone-io/docs.json |
Improves description. |
catalog/pinecone-io/cli.json |
Improves description. |
catalog/pinecone-io/assistant.json |
Improves description. |
catalog/payloadcms/ui4.json |
Improves description. |
catalog/payloadcms/ui4-review.json |
Improves description. |
catalog/payloadcms/ui4-convert-tests.json |
Improves description. |
catalog/payloadcms/triage-ci-flake.json |
Improves description. |
catalog/payloadcms/generate-translations.json |
Updates description with grammar error. |
catalog/payloadcms/audit-dependencies.json |
Improves description. |
catalog/nvidia/physical-ai-video-data-augmentation.json |
Improves description. |
catalog/nvidia/physical-ai-neural-reconstruction.json |
Improves description. |
catalog/nvidia/physical-ai-infrastructure-setup-and-resilient-scaling.json |
Improves description. |
catalog/nvidia/physical-ai-defect-image-generation.json |
Improves description. |
catalog/nvidia/omniverse-usd-performance-tuning.json |
Improves description. |
catalog/nvidia/omniverse-realtime-viewer.json |
Improves description. |
catalog/nvidia/omniverse-cad-to-simready.json |
Improves description. |
catalog/nvidia/nemotron-speech.json |
Improves description. |
catalog/nvidia/nemo-retriever.json |
Improves description. |
catalog/nvidia/cuopt-user-rules.json |
Improves description. |
catalog/nvidia/cuopt-skill-evolution.json |
Improves description. |
catalog/nvidia/cuopt-server-api-python.json |
Improves description. |
catalog/nvidia/cuopt-routing-api-python.json |
Improves description. |
catalog/nvidia/cuopt-numerical-optimization-formulation.json |
Improves description. |
catalog/nvidia/cuopt-numerical-optimization-api-c.json |
Improves description. |
catalog/nvidia/cuopt-multi-objective-exploration.json |
Omits “epsilon” term. |
catalog/nvidia/cuopt-install.json |
Improves description. |
catalog/nvidia/cuopt-developer.json |
Improves description. |
catalog/mcp-use/openapi-to-mcp.json |
Deletes catalog entry. |
catalog/mcp-use/mcp-builder.json |
Deletes catalog entry. |
catalog/mcp-use/mcp-apps-builder.json |
Deletes catalog entry. |
catalog/mcp-use/chatgpt-app-builder.json |
Deletes catalog entry. |
catalog/google/workload-manager-basics.json |
Improves description. |
catalog/google/google-cloud-waf-sustainability.json |
Improves description. |
catalog/google/google-cloud-waf-security.json |
Improves description. |
catalog/google/google-cloud-waf-reliability.json |
Improves description. |
catalog/google/google-cloud-waf-performance-optimization.json |
Improves description. |
catalog/google/google-cloud-waf-operational-excellence.json |
Improves description. |
catalog/google/google-cloud-waf-cost-optimization.json |
Improves description. |
catalog/google/google-cloud-recipe-onboarding.json |
Improves description. |
catalog/google/google-cloud-recipe-auth.json |
Improves description. |
catalog/google/google-cloud-networking-observability.json |
Improves description. |
catalog/google/gke-basics.json |
Improves description. |
catalog/google/gemini-interactions-api.json |
Improves description. |
catalog/google/gemini-api.json |
Improves description. |
catalog/google/gemini-agents-api.json |
Improves description. |
catalog/google/gcloud.json |
Improves description. |
catalog/google/firebase-basics.json |
Improves description. |
catalog/google/cloud-sql-basics.json |
Improves description. |
catalog/google/cloud-run-basics.json |
Improves description. |
catalog/google/bigquery-basics.json |
Improves description. |
catalog/google/alloydb-basics.json |
Improves description. |
catalog/google/agent-platform-tuning.json |
Improves description. |
catalog/google/agent-platform-tuning-management.json |
Improves description. |
catalog/google/agent-platform-skill-registry.json |
Improves description. |
catalog/google/agent-platform-rag-engine-management.json |
Improves description. |
catalog/google/agent-platform-prompt-management.json |
Improves description. |
catalog/google/agent-platform-model-registry.json |
Improves description. |
catalog/google/agent-platform-migrate-from-ai-studio.json |
Improves description. |
catalog/google/agent-platform-inference.json |
Improves description. |
catalog/google/agent-platform-eval-flywheel.json |
Improves description. |
catalog/google/agent-platform-endpoint-management.json |
Improves description. |
catalog/google/agent-platform-deploy.json |
Improves description. |
catalog/fal-ai-community/ugc.json |
Deletes catalog entry. |
catalog/fal-ai-community/storytelling.json |
Deletes catalog entry. |
catalog/fal-ai-community/model-routing.json |
Deletes catalog entry. |
catalog/fal-ai-community/marketing.json |
Deletes catalog entry. |
catalog/fal-ai-community/genmedia.json |
Deletes catalog entry. |
catalog/fal-ai-community/genmedia-workflow.json |
Deletes catalog entry. |
catalog/fal-ai-community/fan-cam.json |
Deletes catalog entry. |
catalog/fal-ai-community/fal-workflow.json |
Deletes catalog entry. |
catalog/fal-ai-community/fal-regenerate-3d.json |
Deletes catalog entry. |
catalog/fal-ai-community/fal-redesign.json |
Deletes catalog entry. |
catalog/fal-ai-community/fal-recipes.json |
Deletes catalog entry. |
catalog/fal-ai-community/fal-prompting.json |
Deletes catalog entry. |
catalog/fal-ai-community/fal-models-catalog.json |
Deletes catalog entry. |
catalog/fal-ai-community/fal-gamedev.json |
Deletes catalog entry. |
catalog/fal-ai-community/commercial.json |
Deletes catalog entry. |
catalog/fal-ai-community/cinematography.json |
Deletes catalog entry. |
catalog/fal-ai-community/character-design.json |
Deletes catalog entry. |
catalog/exa-labs/search.json |
Improves description. |
catalog/exa-labs/agent.json |
Improves description. |
catalog/denoland/deno-sandbox.json |
Improves description. |
catalog/denoland/deno-project-templates.json |
Improves description. |
catalog/denoland/deno-guidance.json |
Improves description. |
catalog/denoland/deno-frontend.json |
Improves description. |
catalog/denoland/deno-expert.json |
Improves description. |
catalog/denoland/deno-deploy.json |
Improves description. |
catalog/dbt-labs/auditing-skills.json |
Improves description. |
catalog/chromedevtools/troubleshooting.json |
Improves description. |
catalog/chromedevtools/memory-leak-debugging.json |
Improves description. |
catalog/chromedevtools/debug-optimize-lcp.json |
Improves description. |
catalog/chromedevtools/chrome-devtools.json |
Improves description. |
catalog/chromedevtools/chrome-devtools-cli.json |
Improves description. |
catalog/chromedevtools/a11y-debugging.json |
Improves description. |
catalog/browserbase/safe-browser.json |
Improves description. |
catalog/better-auth/security.json |
Improves description. |
catalog/axiomhq/find-traces.json |
Improves description. |
catalog/axiomhq/explore-dataset.json |
Improves description. |
catalog/axiomhq/detect-anomalies.json |
Improves description. |
catalog/axiomhq/axiom-apl.json |
Improves description. |
catalog/astronomer/warehouse-init.json |
Improves description. |
catalog/astronomer/troubleshooting-astro-deployments.json |
Improves description. |
catalog/astronomer/tracing-upstream-lineage.json |
Improves description. |
catalog/astronomer/tracing-downstream-lineage.json |
Improves description. |
catalog/astronomer/testing-dags.json |
Improves description. |
catalog/astronomer/setting-up-astro-project.json |
Improves description. |
catalog/astronomer/profiling-tables.json |
Improves description. |
catalog/astronomer/migrating-dagster-to-airflow.json |
Improves description. |
catalog/astronomer/migrating-airflow-2-to-3.json |
Improves description. |
catalog/astronomer/migrating-ai-sdk-to-common-ai.json |
Improves description. |
catalog/astronomer/managing-astro-local-env.json |
Improves description. |
catalog/astronomer/managing-astro-deployments.json |
Improves description. |
catalog/astronomer/deploying-go-sdk-bundles.json |
Improves description. |
catalog/astronomer/deploying-airflow.json |
Improves description. |
catalog/astronomer/delegating-to-otto.json |
Improves description. |
catalog/astronomer/debugging-dags.json |
Adds duplicated spacing. |
catalog/astronomer/dag-factory.json |
Improves description. |
catalog/astronomer/creating-openlineage-extractors.json |
Improves description. |
catalog/astronomer/cosmos-dbt-fusion.json |
Improves description. |
catalog/astronomer/cosmos-dbt-core.json |
Improves description. |
catalog/astronomer/configuring-airflow-language-sdks.json |
Improves description. |
catalog/astronomer/checking-freshness.json |
Improves description. |
catalog/astronomer/blueprint.json |
Improves description. |
catalog/astronomer/authoring-language-sdk-tasks.json |
Improves description. |
catalog/astronomer/authoring-go-sdk-tasks.json |
Improves description. |
catalog/astronomer/authoring-dags.json |
Improves description. |
catalog/astronomer/annotating-task-lineage.json |
Improves description. |
catalog/astronomer/analyzing-data.json |
Improves description. |
catalog/astronomer/airflow.json |
Improves description. |
catalog/astronomer/airflow-state-store.json |
Improves description. |
catalog/astronomer/airflow-plugins.json |
Improves description. |
catalog/astronomer/airflow-hitl.json |
Improves description. |
catalog/astronomer/airflow-adapter.json |
Improves description. |
catalog/apify/apify-ultimate-scraper.json |
Improves description. |
catalog/apify/apify-sdk-integration.json |
Improves description. |
catalog/apify/apify-generate-output-schema.json |
Improves description. |
catalog/apify/apify-actorization.json |
Improves description. |
catalog/apify/apify-actor-development.json |
Improves description. |
Review details
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Comments suppressed due to low confidence (4)
catalog/veniceai/venice-x402.json:1
- These 19 Venice skill definitions still exist at their linked paths in
veniceai/skills, so deleting this file and the other Venice entries removes valid resources from agent-finder search results. This is unrelated to the stated description-only update; restore the valid Venice catalog files (the template entry can be assessed separately).
catalog/typefully/typefully.json:1 - The linked Typefully skill still exists, so this deletion removes a valid resource from the catalog rather than improving its description. Restore the entry; its description can be updated independently if needed.
catalog/mcp-use/openapi-to-mcp.json:1 - All four deleted
mcp-useskill directories still exist at the linked paths inmcp-use/mcp-use. Removing their catalog registrations is an unrelated functional change that makes valid skills undiscoverable; restore these entries and limit this PR to description updates.
catalog/fal-ai-community/ugc.json:1 - The deleted fal.ai community skills still exist under the exact linked paths in
fal-ai-community/skills. These removals make valid resources disappear from the catalog and are outside this description-only PR; restore the affected fal.ai entries.
- Files reviewed: 205/205 changed files
- Comments generated: 3
- Review effort level: Medium
| "mediaType": "application/ai-skill", | ||
| "url": "https://github.com/NVIDIA/cuopt/blob/main/skills/cuopt-multi-objective-exploration/SKILL.md", | ||
| "description": "NVIDIA skill definition for cuopt-multi-objective-exploration.", | ||
| "description": "Trace and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and -constraint).", |
| "mediaType": "application/ai-skill", | ||
| "url": "https://github.com/payloadcms/payload/blob/main/.claude/skills/generate-translations/SKILL.md", | ||
| "description": "Generate Translations skill.", | ||
| "description": "Use when new translation keys are added to packages to generate new translations strings", |
| "mediaType": "application/ai-skill", | ||
| "url": "https://github.com/astronomer/agents/blob/main/skills/debugging-dags/SKILL.md", | ||
| "description": "Debugging Dags skill.", | ||
| "description": "Comprehensive DAG failure diagnosis and root-cause analysis with structured investigation and prevention recommendations.", |
thomas-sickert
approved these changes
Jul 17, 2026
Remove 4 publishers with low trust signals: - mcp-use (4 entries) - small utility project, no established company - typefully (1 entry) - tiny SaaS, 25 GitHub followers - veniceai (20 entries) - unestablished startup, 201 followers - fal-ai-community (17 entries) - community-run, not official fal.ai Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
thomas-sickert
approved these changes
Jul 17, 2026
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Add better descriptions