release-helper

Draft changelogs and release notes from commit history, bump versions, and prepare tag messages. Use when the user is cutting a release, writing a changelog, or preparing release communications.

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Repository: Aznatkoiny/ai-toolkit-pro
Last source activity: August 4, 2026 at 15:51
Detected SKILL.md language: English
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Forks: 0

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SKILL.md

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name: release-helper
description: Draft changelogs and release notes from commit history, bump versions, and prepare tag messages. Use when the user is cutting a release, writing a changelog, or preparing release communications.

# release-helper Follow standard release helper practice; ask for the concrete artifact, produce it, confirm.

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advise

Choose the right deep-learning architecture, loss/activation pairing, and evaluation protocol for a described ML problem (images, text, timeseries, tabular, sequences); produces MODEL_PLAN.md plus starter Keras code, grounded in Deep Learning with Python 2E's decision rules. Use when the user asks what model, architecture, loss, or network to use for their data or problem. Not for debugging training errors, environment/CUDA setup, or deployment/serving.

2026-08-04

data-wrangler

Clean and reshape CSV/TSV files: fix delimiters and encodings, normalize headers, deduplicate rows, and pivot tables. Use when the user needs a messy spreadsheet or CSV cleaned up or reshaped. Not for modeling or statistics.

2026-08-04

note-keeper

Capture, organize, and search meeting notes and decision logs. Use when the user wants to jot a note, find past decisions, summarize a meeting thread, or maintain a running decision log for a project. Not for code or data work.

2026-08-04

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release-helper

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