Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Modify the Apache Iggy Connectors runtime (`core/connectors/runtime/`) - the host process that loads plugins, manages lifecycle, and bridges Apache Iggy streams to plugins via FFI. Use when changing plugin loading, the FFI dispatch, the sink/source manager, state storage, config providers, the HTTP control API, metrics, or transforms wiring. NOT for plugin code.
Extend or modify the Apache Iggy Connectors SDK (`core/connectors/sdk/`). Use when adding a new `Schema` variant, a new `StreamDecoder`/`StreamEncoder`, a new `Error` variant, modifying the `Sink`/`Source`/`Transform` trait surface, the FFI macros, or the `retry`/`api`/`convert` modules. NOT for writing plugins - use `connector-sink` or `connector-source` for those.
Author a new Apache Iggy connector sink plugin under core/connectors/sinks/. Sinks consume messages from Apache Iggy streams and push them to an external system (DB, search engine, HTTP endpoint, object store). Load when creating, modifying, or reviewing a sink crate. Use for sink plugin authoring. NOT for runtime internals (see connector-runtime).
Author a new Apache Iggy connector source plugin under core/connectors/sources/. Sources poll an external system (DB, API, queue) and produce messages into Apache Iggy streams. Load when creating, modifying, or reviewing a source crate. Use for source plugin authoring. NOT for runtime internals (see connector-runtime).
Write tests for Apache Iggy connectors - sinks, sources, transforms, SDK, runtime. Covers BDD unit-test naming, the canonical source state round-trip tests, and the real-infra integration test layout under `core/integration/tests/connectors/` with `testcontainers-modules` + `#[iggy_harness]`. Load when writing or reviewing tests in `core/connectors/` or `core/integration/tests/connectors/`. Use for connector test authoring. NOT for runtime internals or non-connector test patterns.
Add a new transform under `core/connectors/sdk/src/transforms/`. Transforms mutate, filter, or convert messages between source/encode and decode/sink. Use when adding field-level transforms (add/delete/update/filter), format conversions, envelope unwrapping, or similar config-driven message manipulations for Apache Iggy connectors. Use for transform authoring. NOT for runtime internals or sink/source loops.
Entry point and index for the Apache Iggy Connectors subsystem (`core/connectors/`). Load this first when working anywhere under `core/connectors/` - runtime, SDK, sinks, sources, or transforms. Routes to the focused per-area skills.
Use when the user asks for a rich explanation of a code change, diff, branch, or PR. Produces HTML output.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, passive voice, negative parallelisms, and filler phrases.
Continuous Agentation annotation handling. Use when the user says "watch mode", asks you to watch for Agentation annotations, process feedback as it arrives, or keep fixing annotation-driven changes until told to stop or a timeout is reached.