data-sources
openbooklet.com/s/data-sourcesopenbooklet.com/s/[email protected]GET /api/v1/skills/data-sourcesChoose and use the data module's sources (CSV, JDBC, Parquet via DuckDB, JSON/YAML/TOON), the ColumnarDataSource vs forward-only contract, and the uniqueness/key checker. Use when reading tabular data, adding a new data source, running a uniqueness check, or when the user says "data source", "uniqueness check", or "find a key".
In this repository the documentation is a build artifact: `CLAUDE.md`, `AGENTS.md` and `README.md` are validated by the `claude-code-enforcer` rules, and a `-DenforceClaudeMd` build fails when they drift. Edit them with the rules in mind rather than discovering them in CI.
Add or change a rule in `claude-code-enforcer`, the module of custom `maven-enforcer-plugin` rules that guard this repository's agent-facing files. Every rule follows the same shape, so getting the shape right is most of the work.
Systematic code review for the `tools` multi-module reactor. Start with the rules this repo *enforces at build time* â an ArchUnit or Surefire violation fails the build, not just review â then work through the general Java checks.
Keep `pom.xml` edits and build commands consistent with how the `tools` multi-module reactor is wired. Getting versions in the wrong place, or missing a profile, is the most common source of avoidable build friction here.
Expose functionality over the Model Context Protocol using `mcp-common`, the shared scaffolding behind all three servers here (`data` uniqueness, `code/context`, `adopt`). Transport, registration and error handling are already solved â a new tool writes none of that.
Generate and use the compile-time-safe protobuf builders produced by `code/protogen-maven-plugin`. The point of this module is **shift-left**: stock protobuf builders only detect a missing `required` field at runtime (an `UninitializedMessageException` from `build()`), while the generated builder ch
Review and apply SOLID in the `tools` reactor. The heuristics below are the fast path; long before/after code lives in **`examples.md`** next to this file â load it only when a worked example would actually help.
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