feat: initial implementation of reusable LLM release notes action
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# Action Release Notes
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# Gitea Action: AI Release Notes Generator
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Reusable Gitea composite action that inspects git history between releases and calls an LLM provider (default: self-hosted **OmniRoute** or any OpenAI-compatible endpoint) to produce structured Markdown release notes.
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## Features
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- **Automated Commit Discovery**: Automatically finds previous release tags (e.g. `v1.7.0` to `v1.8.0`) and extracts all commit messages in that range.
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- **Smart Noise Filtering**: Automatically filters out version bumps (`chore: bump version`, `chore: release`) and merge commit noise.
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- **OmniRoute & OpenAI Compatible**: Works out-of-the-box with OmniRoute (`https://omni.freakma.com/v1`, model `auto/fast`), local llama.cpp, or OpenAI/OpenRouter.
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- **Thinking Tag Stripping**: Automatically cleans `<think>...</think>` tags produced by reasoning models (Qwen, DeepSeek).
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- **Graceful Fallback**: Bounded timeouts with fallback text so CI release cuts never fail or hang if the LLM provider is temporarily unreachable.
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- **Multi-Platform Support**: Pure Python standard library implementation (`urllib`, `json`, `subprocess`). Zero external package dependencies; runs seamlessly on macOS (`runs-on: macos`) and Linux/Docker runners (`runs-on: docker`).
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---
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## Quick Start
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In your Gitea workflow (e.g. `.gitea/workflows/release-cut.yml`):
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```yaml
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jobs:
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cut-release:
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runs-on: macos
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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with:
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token: ${{ secrets.TOKEN }}
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fetch-depth: 0
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- name: Bump & Tag
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run: |
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# Your version bump and tag commands...
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git tag "v1.8.0"
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- name: Generate Release Notes
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id: release_notes
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uses: https://git.mancinas.io/rmancinas/action-release-notes@main
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with:
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api_key: ${{ secrets.OMNI_API_KEY }}
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version: '1.8.0'
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- name: Create Gitea Release
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env:
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GITEA_TOKEN: ${{ secrets.TOKEN }}
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NOTES: ${{ steps.release_notes.outputs.notes }}
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run: |
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curl -sS -X POST "${{ gitea.server_url }}/api/v1/repos/${{ gitea.repository }}/releases" \
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-H "Authorization: token $GITEA_TOKEN" \
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-H "Content-Type: application/json" \
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-d "{\"tag_name\":\"v1.8.0\",\"name\":\"v1.8.0\",\"body\":$(echo "$NOTES" | jq -Rs .)}"
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```
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---
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## Inputs
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| Input | Description | Required | Default |
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| :--- | :--- | :--- | :--- |
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| `api_key` | API key for OmniRoute / LLM provider. If omitted, uses fallback notes. | No | `""` |
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| `base_url` | OpenAI-compatible API base URL. | No | `https://omni.freakma.com/v1` |
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| `model` | Model name / ID to query. | No | `auto/fast` |
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| `version` | Target version string (e.g. `1.8.0`) to include in prompt. | No | `""` |
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| `from_ref` | Starting git ref or tag. Auto-discovered if omitted. | No | Auto-detected |
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| `to_ref` | Ending git ref. | No | `HEAD` |
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| `tag_pattern` | Pattern to match prior release tags. | No | `v*` |
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| `max_commits` | Max commits to scan if no prior tag found. | No | `50` |
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| `fallback_notes` | Fallback text if LLM call fails or times out. | No | `Maintenance updates and performance improvements.` |
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| `timeout` | LLM HTTP request timeout in seconds. | No | `25` |
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| `temperature` | Sampling temperature for the model. | No | `0.2` |
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| `system_prompt` | Custom system prompt override. | No | Standard release notes prompt |
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| `save_to_file` | File path to write the release notes to. | No | `""` |
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## Outputs
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| Output | Description |
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| :--- | :--- |
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| `notes` | The generated Markdown release notes string. |
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| `notes_file` | Absolute path to the saved notes file (if `save_to_file` was used). |
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---
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## Using with Local llama.cpp
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To route to a local `llama.cpp` instance (e.g. on your Mac mini runner or LAN):
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```yaml
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- name: Generate Release Notes via llama.cpp
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uses: https://git.mancinas.io/rmancinas/action-release-notes@main
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with:
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api_key: ${{ secrets.LLAMA_API_KEY }}
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base_url: 'http://192.168.4.213:8080/v1'
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model: 'qwen3.6-35b-a3b'
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version: '1.8.0'
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```
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---
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## Standalone / CLI Usage
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You can run the generator locally in any git repository without Actions:
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```bash
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python3 scripts/generate_notes.py \
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--api-key "$OMNI_API_KEY" \
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--version "1.8.0" \
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--save-to-file "release_notes.md"
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```
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+160
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name: 'LLM Release Notes Generator'
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description: 'Generate concise Markdown release notes from git commits using OmniRoute or OpenAI-compatible endpoints'
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author: 'Ricardo Mancinas'
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inputs:
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api_key:
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description: 'API key for OmniRoute or OpenAI-compatible endpoint'
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required: false
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default: ''
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base_url:
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description: 'API Base URL'
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required: false
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default: 'https://omni.freakma.com/v1'
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model:
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description: 'Model ID to query'
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required: false
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default: 'auto/fast'
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version:
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description: 'Target release version (e.g. 1.8.0)'
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required: false
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default: ''
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from_ref:
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description: 'Starting ref/tag for commit range (defaults to auto-detected previous tag)'
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required: false
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default: ''
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to_ref:
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description: 'Ending ref for commit range'
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required: false
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default: 'HEAD'
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tag_pattern:
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description: 'Tag pattern to match for previous release (e.g. v*)'
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required: false
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default: 'v*'
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max_commits:
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description: 'Maximum commits to inspect if no tag range found'
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required: false
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default: '50'
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fallback_notes:
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description: 'Fallback release notes if LLM call fails or API key is absent'
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required: false
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default: 'Maintenance updates and performance improvements.'
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timeout:
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description: 'API request timeout in seconds'
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required: false
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default: '25'
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temperature:
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description: 'Sampling temperature for generation'
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required: false
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default: '0.2'
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system_prompt:
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description: 'Custom system prompt override'
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required: false
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default: ''
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save_to_file:
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description: 'Optional file path to write release notes to'
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required: false
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default: ''
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outputs:
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notes:
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description: 'Generated markdown release notes'
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value: ${{ steps.generate.outputs.notes }}
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notes_file:
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description: 'Path to saved release notes file'
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value: ${{ steps.generate.outputs.notes_file }}
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runs:
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using: 'composite'
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steps:
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- name: Generate Release Notes
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id: generate
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shell: bash
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env:
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INPUT_API_KEY: ${{ inputs.api_key }}
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INPUT_BASE_URL: ${{ inputs.base_url }}
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INPUT_MODEL: ${{ inputs.model }}
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INPUT_VERSION: ${{ inputs.version }}
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INPUT_FROM_REF: ${{ inputs.from_ref }}
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INPUT_TO_REF: ${{ inputs.to_ref }}
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INPUT_TAG_PATTERN: ${{ inputs.tag_pattern }}
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INPUT_MAX_COMMITS: ${{ inputs.max_commits }}
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INPUT_FALLBACK_NOTES: ${{ inputs.fallback_notes }}
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INPUT_TIMEOUT: ${{ inputs.timeout }}
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INPUT_TEMPERATURE: ${{ inputs.temperature }}
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INPUT_SYSTEM_PROMPT: ${{ inputs.system_prompt }}
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INPUT_SAVE_TO_FILE: ${{ inputs.save_to_file }}
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run: |
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SCRIPT_PATH="${{ github.action_path }}/scripts/generate_notes.py"
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if [[ -f "$SCRIPT_PATH" ]]; then
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python3 "$SCRIPT_PATH"
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else
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python3 - << 'PYEOF'
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import os, sys, subprocess, json, urllib.request, re, uuid
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api_key = os.environ.get("INPUT_API_KEY", "")
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base_url = os.environ.get("INPUT_BASE_URL", "https://omni.freakma.com/v1").rstrip("/")
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model = os.environ.get("INPUT_MODEL", "auto/fast")
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version = os.environ.get("INPUT_VERSION", "")
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from_ref = os.environ.get("INPUT_FROM_REF", "")
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to_ref = os.environ.get("INPUT_TO_REF", "HEAD")
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tag_pattern = os.environ.get("INPUT_TAG_PATTERN", "v*")
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max_commits = int(os.environ.get("INPUT_MAX_COMMITS", "50"))
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fallback = os.environ.get("INPUT_FALLBACK_NOTES", "Maintenance updates and performance improvements.")
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timeout = int(os.environ.get("INPUT_TIMEOUT", "25"))
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temp = float(os.environ.get("INPUT_TEMPERATURE", "0.2"))
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sys_prompt = os.environ.get("INPUT_SYSTEM_PROMPT", "")
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save_file = os.environ.get("INPUT_SAVE_TO_FILE", "")
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subprocess.run(["git", "fetch", "--tags", "--prune"], capture_output=True)
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if not from_ref:
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code, out = subprocess.run(["git", "describe", "--tags", f"--match={tag_pattern}", "--exact-match", to_ref], capture_output=True, text=True).returncode, ""
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if code == 0:
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res = subprocess.run(["git", "describe", "--tags", f"--match={tag_pattern}", "--abbrev=0", f"{to_ref}^"], capture_output=True, text=True)
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if res.returncode == 0 and res.stdout.strip():
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from_ref = res.stdout.strip()
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if not from_ref:
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res = subprocess.run(["git", "describe", "--tags", f"--match={tag_pattern}", "--abbrev=0", to_ref], capture_output=True, text=True)
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if res.returncode == 0 and res.stdout.strip():
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from_ref = res.stdout.strip()
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commits = ""
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if from_ref:
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res = subprocess.run(["git", "log", f"{from_ref}..{to_ref}", "--pretty=format:- %s (%h)"], capture_output=True, text=True)
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if res.returncode == 0:
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commits = res.stdout.strip()
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if not commits:
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res = subprocess.run(["git", "log", f"-n{max_commits}", "--pretty=format:- %s (%h)", to_ref], capture_output=True, text=True)
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if res.returncode == 0:
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commits = res.stdout.strip()
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filtered = [l.strip() for l in commits.splitlines() if l.strip() and not re.search(r'chore(\(ci\))?:\s*(bump version|release)', l, re.I)]
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commits_clean = "\n".join(filtered) if filtered else commits
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notes = fallback
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if commits_clean and api_key:
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default_sys = "You are an automated release notes generator. Group changes under '### Features', '### Bug Fixes', and '### Improvements'. Filter chores. Output ONLY valid Markdown release notes."
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p = f"Generate concise release notes{' for v' + version if version else ''} based on commits:\n\n{commits_clean}"
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payload = {"model": model, "messages": [{"role": "system", "content": sys_prompt or default_sys}, {"role": "user", "content": p}], "temperature": temp}
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try:
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req = urllib.request.Request(f"{base_url}/chat/completions", data=json.dumps(payload).encode("utf-8"), headers={"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"})
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with urllib.request.urlopen(req, timeout=timeout) as r:
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c = json.loads(r.read().decode("utf-8"))["choices"][0]["message"]["content"]
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c = re.sub(r'<think>.*?</think>', '', c, flags=re.DOTALL).strip()
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notes = c if c else fallback
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except Exception as e:
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sys.stderr.write(f"LLM call failed: {e}\n")
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if save_file:
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with open(save_file, "w", encoding="utf-8") as f:
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f.write(notes + "\n")
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gh = os.environ.get("GITHUB_OUTPUT")
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if gh and os.path.exists(os.path.dirname(gh) or "."):
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d = f"EOF_{uuid.uuid4().hex}"
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with open(gh, "a", encoding="utf-8") as f:
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f.write(f"notes<<{d}\n{notes}\n{d}\nnotes_file={save_file}\n")
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print(notes)
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PYEOF
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fi
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Executable
+219
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#!/usr/bin/env python3
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"""
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generate_notes.py - Generate Markdown release notes from git commits using OmniRoute or OpenAI-compatible endpoints.
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Works standalone or as part of a Gitea / GitHub composite action.
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"""
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import argparse
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import json
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import os
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import re
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import subprocess
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import sys
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import urllib.error
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import urllib.request
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import uuid
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def parse_args():
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parser = argparse.ArgumentParser(description="Generate AI release notes from git commits.")
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parser.add_argument("--api-key", default=os.environ.get("INPUT_API_KEY", os.environ.get("OMNI_API_KEY", "")))
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parser.add_argument("--base-url", default=os.environ.get("INPUT_BASE_URL", "https://omni.freakma.com/v1"))
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parser.add_argument("--model", default=os.environ.get("INPUT_MODEL", "auto/fast"))
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parser.add_argument("--version", default=os.environ.get("INPUT_VERSION", ""))
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parser.add_argument("--from-ref", default=os.environ.get("INPUT_FROM_REF", ""))
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parser.add_argument("--to-ref", default=os.environ.get("INPUT_TO_REF", "HEAD"))
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parser.add_argument("--tag-pattern", default=os.environ.get("INPUT_TAG_PATTERN", "v*"))
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parser.add_argument("--max-commits", type=int, default=int(os.environ.get("INPUT_MAX_COMMITS", "50")))
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parser.add_argument("--fallback-notes", default=os.environ.get("INPUT_FALLBACK_NOTES", "Maintenance updates and performance improvements."))
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parser.add_argument("--timeout", type=int, default=int(os.environ.get("INPUT_TIMEOUT", "25")))
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parser.add_argument("--temperature", type=float, default=float(os.environ.get("INPUT_TEMPERATURE", "0.2")))
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parser.add_argument("--system-prompt", default=os.environ.get("INPUT_SYSTEM_PROMPT", ""))
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parser.add_argument("--save-to-file", default=os.environ.get("INPUT_SAVE_TO_FILE", ""))
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return parser.parse_args()
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def run_git(args):
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try:
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res = subprocess.run(["git"] + args, capture_output=True, text=True, check=False)
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return res.returncode, res.stdout.strip(), res.stderr.strip()
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except Exception as e:
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return 1, "", str(e)
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def find_previous_tag(to_ref, tag_pattern):
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# 1. Check if to_ref itself is tagged with an exact tag matching tag_pattern:
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if tag_pattern:
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code, stdout, _ = run_git(["describe", "--tags", f"--match={tag_pattern}", "--exact-match", to_ref])
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if code == 0 and stdout:
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# to_ref is an existing release tag (e.g. tag was just created on HEAD).
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# The prior tag must come from to_ref's parent commit.
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code_prev, prev_tag, _ = run_git(["describe", "--tags", f"--match={tag_pattern}", "--abbrev=0", f"{to_ref}^"])
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if code_prev == 0 and prev_tag:
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return prev_tag
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# 2. to_ref is not an exact tag; find the most recent tag matching pattern reaching to_ref:
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if tag_pattern:
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||||||
|
code, stdout, _ = run_git(["describe", "--tags", f"--match={tag_pattern}", "--abbrev=0", to_ref])
|
||||||
|
if code == 0 and stdout:
|
||||||
|
return stdout
|
||||||
|
|
||||||
|
# 3. Fallback: try describe without tag pattern:
|
||||||
|
code, stdout, _ = run_git(["describe", "--tags", "--exact-match", to_ref])
|
||||||
|
if code == 0 and stdout:
|
||||||
|
code_prev, prev_tag, _ = run_git(["describe", "--tags", "--abbrev=0", f"{to_ref}^"])
|
||||||
|
if code_prev == 0 and prev_tag:
|
||||||
|
return prev_tag
|
||||||
|
|
||||||
|
code, stdout, _ = run_git(["describe", "--tags", "--abbrev=0", to_ref])
|
||||||
|
if code == 0 and stdout:
|
||||||
|
return stdout
|
||||||
|
|
||||||
|
return None
|
||||||
|
|
||||||
|
|
||||||
|
def collect_commits(from_ref, to_ref, tag_pattern, max_commits):
|
||||||
|
# Ensure tags are up-to-date
|
||||||
|
run_git(["fetch", "--tags", "--prune"])
|
||||||
|
|
||||||
|
if not from_ref:
|
||||||
|
from_ref = find_previous_tag(to_ref, tag_pattern)
|
||||||
|
|
||||||
|
commits = ""
|
||||||
|
if from_ref:
|
||||||
|
sys.stderr.write(f"[action-release-notes] Comparing commits from {from_ref} to {to_ref}...\n")
|
||||||
|
code, stdout, _ = run_git(["log", f"{from_ref}..{to_ref}", "--pretty=format:- %s (%h)"])
|
||||||
|
if code == 0 and stdout:
|
||||||
|
commits = stdout
|
||||||
|
|
||||||
|
if not commits:
|
||||||
|
sys.stderr.write(f"[action-release-notes] No range commits found or no prior tag; falling back to last {max_commits} commits on {to_ref}...\n")
|
||||||
|
code, stdout, _ = run_git(["log", f"-n{max_commits}", "--pretty=format:- %s (%h)", to_ref])
|
||||||
|
if code == 0 and stdout:
|
||||||
|
commits = stdout
|
||||||
|
|
||||||
|
if not commits:
|
||||||
|
return ""
|
||||||
|
|
||||||
|
# Filter out noisy commits (version bump, chores, merge pull requests)
|
||||||
|
filtered = []
|
||||||
|
for line in commits.splitlines():
|
||||||
|
line_clean = line.strip()
|
||||||
|
if not line_clean:
|
||||||
|
continue
|
||||||
|
# Drop version bumps
|
||||||
|
if re.search(r'chore(\(ci\))?:\s*(bump version|release)', line_clean, re.I):
|
||||||
|
continue
|
||||||
|
filtered.append(line_clean)
|
||||||
|
|
||||||
|
return "\n".join(filtered) if filtered else commits
|
||||||
|
|
||||||
|
|
||||||
|
def clean_llm_markdown(content):
|
||||||
|
# Remove thinking tags from reasoning models (e.g. Qwen, DeepSeek)
|
||||||
|
content = re.sub(r'<think>.*?</think>', '', content, flags=re.DOTALL).strip()
|
||||||
|
|
||||||
|
# Strip markdown code fences if model wrapped entire answer
|
||||||
|
lines = content.splitlines()
|
||||||
|
if len(lines) >= 2:
|
||||||
|
if lines[0].strip().startswith("```"):
|
||||||
|
lines = lines[1:]
|
||||||
|
if lines and lines[-1].strip().startswith("```"):
|
||||||
|
lines = lines[:-1]
|
||||||
|
|
||||||
|
return "\n".join(lines).strip()
|
||||||
|
|
||||||
|
|
||||||
|
def query_llm(args, commits_text):
|
||||||
|
if not args.api_key:
|
||||||
|
sys.stderr.write("[action-release-notes] Warning: No API key provided; using fallback release notes.\n")
|
||||||
|
return args.fallback_notes
|
||||||
|
|
||||||
|
default_system = (
|
||||||
|
"You are an automated release notes generator. Given git commit messages, "
|
||||||
|
"produce concise, structured Markdown release notes grouped into categories "
|
||||||
|
"like '### Features', '### Bug Fixes', and '### Improvements'. "
|
||||||
|
"Filter out chores and noise. Output ONLY valid Markdown release notes without "
|
||||||
|
"conversational preamble, thinking blocks, or code fences."
|
||||||
|
)
|
||||||
|
system_prompt = args.system_prompt if args.system_prompt else default_system
|
||||||
|
|
||||||
|
version_str = f" v{args.version}" if args.version else ""
|
||||||
|
user_prompt = f"Generate concise release notes for{version_str} based on the following git commits:\n\n{commits_text}"
|
||||||
|
|
||||||
|
payload = {
|
||||||
|
"model": args.model,
|
||||||
|
"messages": [
|
||||||
|
{"role": "system", "content": system_prompt},
|
||||||
|
{"role": "user", "content": user_prompt}
|
||||||
|
],
|
||||||
|
"temperature": args.temperature
|
||||||
|
}
|
||||||
|
|
||||||
|
url = f"{args.base_url.rstrip('/')}/chat/completions"
|
||||||
|
req = urllib.request.Request(
|
||||||
|
url,
|
||||||
|
data=json.dumps(payload).encode("utf-8"),
|
||||||
|
headers={
|
||||||
|
"Authorization": f"Bearer {args.api_key}",
|
||||||
|
"Content-Type": "application/json",
|
||||||
|
"User-Agent": "gitea-action-release-notes"
|
||||||
|
}
|
||||||
|
)
|
||||||
|
|
||||||
|
try:
|
||||||
|
sys.stderr.write(f"[action-release-notes] Requesting release notes from {url} using model {args.model}...\n")
|
||||||
|
with urllib.request.urlopen(req, timeout=args.timeout) as response:
|
||||||
|
resp_bytes = response.read()
|
||||||
|
data = json.loads(resp_bytes.decode("utf-8"))
|
||||||
|
content = data["choices"][0]["message"]["content"]
|
||||||
|
cleaned = clean_llm_markdown(content)
|
||||||
|
if cleaned:
|
||||||
|
return cleaned
|
||||||
|
sys.stderr.write("[action-release-notes] Model returned empty content; using fallback.\n")
|
||||||
|
return args.fallback_notes
|
||||||
|
except Exception as e:
|
||||||
|
sys.stderr.write(f"[action-release-notes] LLM query failed ({e}); using fallback release notes.\n")
|
||||||
|
return args.fallback_notes
|
||||||
|
|
||||||
|
|
||||||
|
def main():
|
||||||
|
args = parse_args()
|
||||||
|
commits = collect_commits(args.from_ref, args.to_ref, args.tag_pattern, args.max_commits)
|
||||||
|
|
||||||
|
if not commits:
|
||||||
|
sys.stderr.write("[action-release-notes] No commits discovered; using fallback release notes.\n")
|
||||||
|
notes = args.fallback_notes
|
||||||
|
else:
|
||||||
|
notes = query_llm(args, commits)
|
||||||
|
|
||||||
|
# Save to file if requested
|
||||||
|
notes_file_path = ""
|
||||||
|
if args.save_to_file:
|
||||||
|
try:
|
||||||
|
with open(args.save_to_file, "w", encoding="utf-8") as f:
|
||||||
|
f.write(notes + "\n")
|
||||||
|
notes_file_path = os.path.abspath(args.save_to_file)
|
||||||
|
sys.stderr.write(f"[action-release-notes] Notes saved to {notes_file_path}\n")
|
||||||
|
except Exception as e:
|
||||||
|
sys.stderr.write(f"[action-release-notes] Failed to save notes to file: {e}\n")
|
||||||
|
|
||||||
|
# Write to GITHUB_OUTPUT if available
|
||||||
|
gh_output = os.environ.get("GITHUB_OUTPUT")
|
||||||
|
if gh_output and os.path.exists(os.path.dirname(gh_output) or "."):
|
||||||
|
delim = f"EOF_{uuid.uuid4().hex}"
|
||||||
|
try:
|
||||||
|
with open(gh_output, "a", encoding="utf-8") as f:
|
||||||
|
f.write(f"notes<<{delim}\n")
|
||||||
|
f.write(f"{notes}\n")
|
||||||
|
f.write(f"{delim}\n")
|
||||||
|
f.write(f"notes_file={notes_file_path}\n")
|
||||||
|
except Exception as e:
|
||||||
|
sys.stderr.write(f"[action-release-notes] Failed to write to GITHUB_OUTPUT: {e}\n")
|
||||||
|
|
||||||
|
# Output notes to stdout for build log visibility
|
||||||
|
print(notes)
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
main()
|
||||||
Reference in new issue
Block a user