chore: add dedicated claude skill for RNE#800
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msluszniak merged 7 commits intomainfrom Feb 17, 2026
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| Use `useLLM` with tool definitions to allow the model to call predefined functions. | ||
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| **What to do:** | ||
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| 1. Define tools with name, description, and parameter schema | ||
| 2. Configure the LLM with tool definitions | ||
| 3. Implement callbacks to execute tools when the model requests them | ||
| 4. Parse tool results and pass them back to the model | ||
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| **Reference:** [./references/reference-llms.md](./references/reference-llms.md) - Tool Calling section | ||
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| --- | ||
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| ### I want structured data extraction from text | ||
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| Use `useLLM` with structured output generation using JSON schema validation. | ||
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| **What to do:** | ||
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| 1. Define a schema (JSON Schema or Zod) for desired output format | ||
| 2. Configure the LLM with the schema | ||
| 3. Generate responses and validate against the schema | ||
| 4. Use the validated structured data in your app | ||
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| **Reference:** [./references/reference-llms.md](./references/reference-llms.md) - Structured Output section | ||
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| --- | ||
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| ### I want to classify or recognize objects in images | ||
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| Use `useClassification` for simple categorization or `useObjectDetection` for locating specific objects. | ||
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| **What to do:** | ||
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| 1. Choose appropriate computer vision model based on task | ||
| 2. Load the model with the appropriate hook | ||
| 3. Pass image URI (local, remote, or base64) | ||
| 4. Process results (classifications, detections with bounding boxes) | ||
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| **Reference:** [./references/reference-cv.md](./references/reference-cv.md) | ||
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| **Model options:** [./references/reference-models.md](./references/reference-models.md) - Classification and Object Detection sections | ||
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| --- | ||
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| ### I want to extract text from images | ||
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| Use `useOCR` for horizontal text or `useVerticalOCR` for vertical text (experimental). | ||
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| **What to do:** | ||
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| 1. Choose appropriate OCR model and recognizer matching your target language | ||
| 2. Load the model with `useOCR` or `useVerticalOCR` hook | ||
| 3. Pass image URI | ||
| 4. Extract detected text regions with bounding boxes and confidence scores | ||
| 5. Process results based on your application needs | ||
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| **Reference:** [./references/reference-ocr.md](./references/reference-ocr.md) | ||
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| **Model options:** [./references/reference-models.md](./references/reference-models.md) - OCR section | ||
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| --- | ||
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| ### I want to convert speech to text or text to speech | ||
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| Use `useSpeechToText` for transcription or `useTextToSpeech` for voice synthesis. | ||
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| **What to do:** | ||
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| - **For Speech-to-Text:** Capture or load audio, ensure 16kHz sample rate, transcribe | ||
| - **For Text-to-Speech:** Prepare text, specify voice parameters, generate audio waveform, play using audio context | ||
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| **Reference:** [./references/reference-audio.md](./references/reference-audio.md) | ||
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| **Model options:** [./references/reference-models.md](./references/reference-models.md) - Speech to Text and Text to Speech sections | ||
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| --- | ||
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| ### I want to find similar images or texts | ||
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| Use `useImageEmbeddings` for images or `useTextEmbeddings` for text. | ||
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| **What to do:** | ||
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| 1. Load appropriate embeddings model | ||
| 2. Generate embeddings for your content | ||
| 3. Compute similarity metrics (cosine similarity, dot product) | ||
| 4. Use similarity scores for search, clustering, or deduplication | ||
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| **Reference:** | ||
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| - Text: [./references/reference-nlp.md](./references/reference-nlp.md) | ||
| - Images: [./references/reference-cv-2.md](./references/reference-cv-2.md) | ||
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| --- | ||
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| ### I want to apply artistic filters to photos | ||
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| Use `useStyleTransfer` to apply predefined artistic styles to images. | ||
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| **What to do:** | ||
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| 1. Choose from available artistic styles (Candy, Mosaic, Udnie, Rain Princess) | ||
| 2. Load the style transfer model | ||
| 3. Pass image URI | ||
| 4. Retrieve and use the stylized image | ||
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| **Reference:** [./references/reference-cv-2.md](./references/reference-cv-2.md) | ||
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| **Model options:** [./references/reference-models.md](./references/reference-models.md) - Style Transfer section | ||
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| --- | ||
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| ### I want to generate images from text | ||
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| Use `useTextToImage` to create images based on text descriptions. | ||
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| **What to do:** | ||
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| 1. Load the text-to-image model | ||
| 2. Provide text description (prompt) | ||
| 3. Optionally specify image size and number of generation steps | ||
| 4. Receive generated image (may take 20-60 seconds depending on device) | ||
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| **Reference:** [./references/reference-cv-2.md](./references/reference-cv-2.md) | ||
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| **Model options:** [./references/reference-models.md](./references/reference-models.md) - Text to Image section | ||
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| --- |
Collaborator
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Please rephrase all of these so there is an information about respective TS api class, not just about the hook.
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Do you think that we should directly mention all Typescipt API equivalents in all reference files as well? For now I followed an approach where I describe hooks in detail and mention Typescript API implementation in additional resources section (with link to docs) only
msluszniak
reviewed
Feb 11, 2026
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| 1. Choose appropriate computer vision model based on task | ||
| 2. Load the model with the appropriate hook | ||
| 3. Pass image URI (local, remote, or base64) |
Member
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Same as Jakub suggested earlier
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| 1. Choose from available artistic styles (Candy, Mosaic, Udnie, Rain Princess) | ||
| 2. Load the style transfer model | ||
| 3. Pass image URI |
Member
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And here as well (probably every CV task)
Collaborator
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Let's add this skill also to https://mcpmarket.com/submit?type=skill @mateuszlampert |
msluszniak
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Feb 12, 2026
msluszniak
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After merging time stamping in speech to text I think that some examples are not up to date
Contributor
Author
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@msluszniak I added a canary version of the skill (with updated STT references) so it's easier to keep track of changes before releasing new version of the package. IMO we should separate this, as users will mostly use the latest, not The canary skill should not be visible to tools like skills.sh |
Member
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Now parameter in imageSegmentation is not called |
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chmjkb
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msluszniak
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Description
This PR adds a Claude Skill for RN Executorch that can help with building, prototyping and debugging RNE apps.
Introduces a breaking change?
Type of change
Tested on
Testing instructions
The same version of this skill was uploaded to this repository so it's possible to use this skill globally now.
To do this run:
(after merging this PR it will be possible to add this skill to the project with
npx skills add software-mansion/react-native-executorch)Screenshots
Related issues
Checklist
Additional notes