SKILL RADAR · GITHUB
Useful agent skills, ranked by real adoption.
Browse verified skills from public repositories. Compare what each skill does, package contents, install activity, and source evidence before adding it to your agent.
- CATALOG SCOPE
- VERIFIED
- skills
- 10,772
- repositories
- 1711
- last synced
- Sep 23, 2026
neo4j-contribneo4j-driver-python-skill
Neo4j Python Driver v6 — driver lifecycle, executequery, managed and explicit transactions, async (AsyncGraphDatabase), result handling, data type mapping, error handling, UNWIND batching, connection pool tuning, and causal consistency. Use when writing Python code that connects to Neo4j via GraphDatabase.driver, executequery, executeread, executewrite, AsyncGraphDatabase, neo4j.Result, or RoutingControl. Package name is neo4j (not neo4j-driver) since v6. Python =3.10 required. Does NOT handle Cypher query authoring — use neo4j-cypher-skill. Does NOT cover driver upgrades or breaking changes — use neo4j-migration-skill. Does NOT cover GraphRAG pipelines (neo4j-graphrag package) — use neo4j-graphrag-skill.
- installs
- 1
- GitHub stars
- 111
- Updated
- Sep 17
neo4j-contribneo4j-query-tuning-skill
Diagnoses and fixes slow Neo4j Cypher queries by reading execution plans, identifying bad operators (AllNodesScan, CartesianProduct, Eager, NodeByLabelScan), and prescribing fixes (indexes, hints, query rewrites, runtime selection). Use when a query is slow, when EXPLAIN or PROFILE output needs interpretation, when dbHits or pageCacheHitRatio are poor, when cardinality estimation diverges from actuals, or when deciding between slotted/pipelined/parallel runtimes. Covers USING INDEX / USING SCAN / USING JOIN hints, db.stats.retrieve, SHOW QUERIES, SHOW TRANSACTIONS, TERMINATE TRANSACTION. Does NOT write new Cypher from scratch — use neo4j-cypher-skill. Does NOT cover GDS algorithm tuning — use neo4j-gds-skill. Does NOT cover index/constraint creation syntax details — use neo4j-cypher-skill references/indexes.md.
- installs
- 1
- GitHub stars
- 111
- Updated
- Sep 17
neo4j-contribneo4j-snowflake-graph-analytics-skill
Run Neo4j Graph Analytics algorithms (PageRank, Louvain, WCC, Dijkstra, KNN, Node2Vec, FastRP, GraphSAGE) directly inside Snowflake without moving data. Use when running graph algorithms against Snowflake tables via the Neo4j Snowflake Native App ("GDS Snowflake", "graph algorithms in Snowflake", "Neo4j Graph Analytics"). Covers the explore → prepare projection views → project-compute-write flow, the strict view/column type rules the graph engine requires, exact SQL CALL syntax, and privilege setup in both modes — app-identity grants and execute-as-user / per-user PAT auth (programmatic access token, setenablecustomcredentials, registeruserrole, caller grants). Does NOT cover Cypher or Neo4j DBMS queries — use neo4j-cypher-skill. Does NOT cover Aura Graph Analytics — use neo4j-aura-graph-analytics-skill. Does NOT cover self-managed GDS — use neo4j-gds-skill.
- installs
- 1
- GitHub stars
- 111
- Updated
- Sep 17
neo4j-contribneo4j-spring-data-skill
Use when building Spring Boot applications with Neo4j using Spring Data Neo4j (SDN 7.x/8.x) — @Node entity mapping, @Relationship, @RelationshipProperties, Neo4jRepository, ReactiveNeo4jRepository, @Query annotations, application.yml configuration, projections, Neo4jClient, Neo4jTemplate, transactions, auditing, or Spring AI Neo4jVectorStore vector search. Does NOT handle raw Java driver code without Spring — use neo4j-driver-java-skill. Does NOT handle Cypher query authoring — use neo4j-cypher-skill. Does NOT handle driver version upgrades — use neo4j-migration-skill.
- installs
- 1
- GitHub stars
- 111
- Updated
- Sep 17
c0x12carticle-writing
Write blog posts, guides, tutorials, and long-form content. Sounds like a real person, not AI. Use when the user wants polished written content.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12cbrainstorm
Run a structured brainstorm session for startup ideas. Takes a theme or problem and generates ideas with quick gut-checks. Use when the user wants to explore a space or generate new ideas.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12cci-cd-patterns
CI/CD pipeline patterns for GitHub Actions, PR automation, and deployment workflows. Use when setting up CI, fixing broken pipelines, automating PR checks, or configuring deployment.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12ccontent-engine
Turn one idea into platform-native content for X, LinkedIn, TikTok, YouTube, newsletters. Use when the user wants social posts, threads, scripts, or content calendars.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12cdesign-intelligence
Design system bootstrapping and token generation. Takes project context and outputs ready-to-use design tokens, Tailwind config, and CSS variables.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12cidea-validation
Validate a startup idea with competitor analysis, market signals, and risk assessment. Be brutally honest. Use when the user wants to test if an idea is worth building.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12cinvestor-materials
Create pitch decks, one-pagers, memos, financial models, and fundraising materials. Use when the user needs investor-facing docs.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12ckotlin-best-practices
Kotlin coding standards including null safety, Either error handling, coroutines, and Exposed ORM patterns. Use when writing Kotlin code, reviewing code quality, or learning project patterns.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12cops-oncall-log
Create a structured on-call log by pulling alerts from monitoring and writing a summary to your team's wiki. Requires a monitoring MCP (recommended: Datadog) and a wiki MCP (Confluence or Notion).
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12cpython-best-practices
Python/FastAPI coding standards including async patterns, Pydantic v2, SQLAlchemy 2.0, and project structure. Use when writing Python code, reviewing FastAPI projects, or learning FastAPI conventions.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12cpython-testing-strategies
Testing patterns for FastAPI with pytest-asyncio, httpx AsyncClient, fixtures, and test data factories. Use when writing tests, setting up test infrastructure, or improving coverage in a FastAPI project.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
c0x12ctesting-strategies
Testing patterns for Micronaut/Kotlin backend including repository tests, integration tests, and test data builders. Use when writing tests, setting up test infrastructure, or improving coverage.
- installs
- 1
- GitHub stars
- 101
- Updated
- Jun 18
rstackjsrspress-custom-theme
Customize Rspress v2 themes with CSS variables, class overrides, Layout slots, icons, or component ejection.
- installs
- 1
- GitHub stars
- 93
- Updated
- Sep 17
rstackjsrspress-docs-generator
Create a Rspress v2 docs site or maintain existing Rspress v2 documentation for project changes.
- installs
- 1
- GitHub stars
- 93
- Updated
- Sep 17
backnotpropbro
Restate the last message in plain human language, with no jargon.
- installs
- 1
- GitHub stars
- 90
- Updated
- Sep 4
backnotpropfacts
Give a capable engineer a terse, jargon-free briefing on the critical facts and implications of an effort before it is built or after it is completed. Use when the human explicitly invokes $facts, and never otherwise; do not invoke this skill automatically.
- installs
- 1
- GitHub stars
- 90
- Updated
- Sep 4
backnotpropreadback
Clearly restate a human's request so they can confirm alignment before work begins. Use when the human explicitly invokes /readback or $readback after a long, dictated, unclear, or complex prompt; never invoke automatically.
- installs
- 1
- GitHub stars
- 90
- Updated
- Sep 4
backnotproprecap
Give a two- or three-sentence recap of the latest work in the current session.
- installs
- 1
- GitHub stars
- 90
- Updated
- Sep 4
backnotpropstatus
Render the state of the work in flight as an ASCII status board in the terminal, instead of a status paragraph.
- installs
- 1
- GitHub stars
- 90
- Updated
- Sep 4
dylantarreemotional-narrative
Use when animation needs to convey feeling, tell a story, or connect emotionally—character moments, dramatic beats, or any motion that should make the audience care.
- installs
- 1
- GitHub stars
- 83
- Updated
- Dec 30