We split this skill into the rules it gives an agent

1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.

• 0

  Common

  Most of the 30 edited versions we read keep these.

• 1

  Distinctive

  This author's own choices. Worth a look.

• 0

  Very specific

  Tied to their project's names, files or tools. Probably skip.

• Common
• Distinctive
• Very specific

1. Distinctive:

   Read-side use case shaped for a specific UI or consumer (the BFF pattern).

   line 8

“Common” is measured: kept by at least 6 in 10 of the 30 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

• Other versions36 projects use a version of this.

  Word for word · 0

  None found.

  Edited · 0

  None found.

  Wrote their own version · 36

  1. garrytan/gbrain★ 31ksame name
  2. facebookincubator/velox★ 4.2ksame name
  3. jason-effi-lab/karpathy-llm-wiki-vault★ 718same name
  4. duckdb/duckdb-skills★ 598same name
  5. ArtemXTech/claude-code-obsidian-starter★ 225same name
  6. HurricaHjz/SecondSelf★ 156same name
  7. romarayt/raytsystem-public-os★ 140same name
  8. HurricaHjz/second-yourself★ 105same name
  9. StarRocks/starrocks-debug-skills★ 77same name
  10. MetamusicX/zissa-wiki★ 58same name

  26 more not listed

  How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

• Used alongsideProjects with it also use read-file, ingest and 6 more.

  Other files people use alongside this one.

  How we pick theseFiles found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.

  • carlopiSkill

    read-file

    Read and explore any data file (CSV, JSON, Parquet, Avro, Excel, spatial, …) by filename only — resolves the path automatically. Uses DuckDB + the magic extension for format auto-detection. Installs magic if needed.

    Also in 3 projects that use this

  • JaimeGBASkill

    ingest

    Digest an external source (article, paper, transcript, URL, book chapter) and integrate its content into the knowledge base

    Also in 17 projects that use this

  • Microsoft AzureSkill

    lint

    Run all linting and spell checking for TypeScript and Rust code. Run this before committing to catch style issues, clippy warnings, and misspellings.

    Also in 17 projects that use this

  • seongjaeryuSkill

    save

    Complete and save your current thinking to Bindly

    Also in 4 projects that use this

  • AnthropicSkill

    start

    Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.

    Also in 4 projects that use this

  • Microsoft AzureSkill

    reflect

    Learning capture system that extracts HIGH/MED/LOW confidence patterns from conversations to prevent repeating mistakes. Use after user corrections ("no", "wrong"), praise ("perfect", "exactly"), or when discovering edge cases. Complements .squad/agents/{agent}/history.md and .squad/decisions.md.

    Also in 3 projects that use this

• In this repository45 other files it gives its agents.

  • CLAUDE.mdCLAUDE.md
  • agentSkill
  • bounded-contextSkill
  • clean-branchSkill
  • commitSkill
  • componentSkill
  • controllerSkill
  • db-modellingSkill
  • ddd-modelingSkill
  • ddd-specSkill
  • design-systemSkill
  • desktop-shellSkill
  • e2eSkill
  • entitySkill
  • enumSkill
  • errorsSkill
  • eventSkill
  • formSkill
  • grill-with-docsSkill
  • handlerSkill
  • handoffSkill
  • middlewareSkill
  • migrateSkill
  • prdSkill
  • primitiveSkill
  • projectionSkill
  • projectorSkill
  • repositorySkill
  • reviewSkill
  • routeSkill
  • saas-researchSkill
  • schedulerSkill
  • schemaSkill
  • sdkSkill
  • serviceSkill
  • spec-reviewSkill
  • storeSkill
  • storybookSkill
  • task-breakdownSkill
  • testSkill
  • trace-analysisSkill
  • ui-compositionSkill
  • usecaseSkill
  • user-storiesSkill
  • value-objectSkill