genetic_algorithms 2.2.0

Library for solving genetic algorithm problems
Documentation
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name: Development Agent

on:
  issues:
    types: [labeled, edited]
  issue_comment:
    types: [created]
  pull_request_review:
    types: [submitted]
  pull_request:
    types: [closed]

permissions:
  contents: write
  pull-requests: write
  issues: write
  models: read

# AI provider configuration — same model catalog as documentation-agent.yml.
# Set AI_PROVIDER to "github" and remove ANTHROPIC_API_KEY to use GitHub Models.
#
# ┌─────────────────────────────────────────────────────────────────────┐
# │ Anthropic (AI_PROVIDER: "anthropic") — DEFAULT                     │
# │ Auth: ANTHROPIC_API_KEY secret                                     │
# │                                                                    │
# │ Current models:                                                    │
# │   claude-opus-4-6              — most intelligent (default)        │
# │   claude-sonnet-4-6            — fast + smart                      │
# │   claude-haiku-4-5-20251001   — fastest, near-frontier             │
# │                                                                    │
# ├─────────────────────────────────────────────────────────────────────┤
# │ GitHub Models (AI_PROVIDER: "github")                              │
# │ Endpoint: https://models.github.ai/inference                      │
# │ Auth: GITHUB_TOKEN (needs models:read permission)                  │
# │                                                                    │
# │ OpenAI models:                                                     │
# │   openai/gpt-4.1           — flagship, best quality               │
# │   openai/gpt-4.1-mini      — smaller, faster, cheaper             │
# │   openai/gpt-4.1-nano      — smallest, fastest                    │
# │   openai/o4-mini           — reasoning, efficient                  │
# │   openai/o3                — reasoning, advanced                   │
# └─────────────────────────────────────────────────────────────────────┘
#
# Label lifecycle:
#   backlog → selected for development → prepared for development → in progress → in review → done
#
#   "selected for development"  → Triage analysis (challenge description, post questions)
#   "prepared for development"  → (auto) Set by triage when analysis passes
#   "in progress"               → Full development pipeline (branch, architect, writer, reviewer, PR)
#   "in review"                 → (auto) Set by PR agent after PR is created
#   "done"                      → (auto) Set on PR merge, issue closed

env:
  AI_PROVIDER: "anthropic"
  DEFAULT_MODEL: "claude-opus-4-6"
  # Per-agent overrides (uncomment to customize):
  # TRIAGE_MODEL: "claude-opus-4-6"
  # ARCHITECT_MODEL: "claude-opus-4-6"
  # WRITER_MODEL: "claude-opus-4-6"
  # REVIEWER_MODEL: "claude-opus-4-6"
  # PULL_REQUEST_MODEL: "claude-sonnet-4-6"

jobs:
  # ============================================================================
  # PHASE 1: Triage Analysis
  # Triggered by "selected for development" label
  # ============================================================================
  triage-analysis:
    name: "Triage — Analyze Issue Requirements"
    if: >
      (
        github.event_name == 'issues'
        && github.event.action == 'labeled'
        && github.event.label.name == 'selected for development'
      ) || (
        github.event_name == 'issues'
        && github.event.action == 'edited'
        && contains(join(github.event.issue.labels.*.name, ','), 'selected for development')
      ) || (
        github.event_name == 'issue_comment'
        && github.event.action == 'created'
        && contains(join(github.event.issue.labels.*.name, ','), 'selected for development')
        && github.event.issue.pull_request == null
        && github.event.sender.type != 'Bot'
      )
    runs-on: ubuntu-latest
    concurrency:
      group: triage-${{ github.event.issue.number }}
      cancel-in-progress: true

    steps:
      - name: Checkout repository
        uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Set up Node.js
        uses: actions/setup-node@v4
        with:
          node-version: "22"

      - name: Install dependencies
        run: npm ci
        working-directory: .github/scripts/development

      - name: Run Triage Analysis
        id: triage
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          AI_PROVIDER: ${{ env.AI_PROVIDER }}
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
          DEFAULT_MODEL: ${{ env.DEFAULT_MODEL }}
          TRIAGE_MODEL: ${{ env.TRIAGE_MODEL }}
          REPO: ${{ github.repository }}
          ISSUE_NUMBER: ${{ github.event.issue.number }}
        run: npx tsx src/triage.ts
        working-directory: .github/scripts/development

  # ============================================================================
  # PHASE 2: Full Development Pipeline
  # Triggered by "in progress" label
  # ============================================================================

  # Step 2a: Create the branch and produce triage-result.json
  prepare-branch:
    name: "Prepare — Create Branch"
    if: >
      github.event_name == 'issues'
      && github.event.action == 'labeled'
      && github.event.label.name == 'in progress'
    runs-on: ubuntu-latest
    concurrency:
      group: development-${{ github.event.issue.number }}
      cancel-in-progress: false
    outputs:
      branch_created: ${{ steps.prepare.outputs.branch_created }}
      branch_name: ${{ steps.prepare.outputs.branch_name }}
      base_branch: ${{ steps.prepare.outputs.base_branch }}
      branch_type: ${{ steps.prepare.outputs.branch_type }}

    steps:
      - name: Checkout repository
        uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Set up Node.js
        uses: actions/setup-node@v4
        with:
          node-version: "22"

      - name: Install dependencies
        run: npm ci
        working-directory: .github/scripts/development

      - name: Configure git
        run: |
          git config user.name "github-actions[bot]"
          git config user.email "github-actions[bot]@users.noreply.github.com"

      - name: Run Prepare Branch
        id: prepare
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          REPO: ${{ github.repository }}
          ISSUE_NUMBER: ${{ github.event.issue.number }}
        run: npx tsx src/prepare-branch.ts
        working-directory: .github/scripts/development

      - name: Upload triage result
        if: steps.prepare.outputs.branch_created == 'true'
        uses: actions/upload-artifact@v4
        with:
          name: triage-result
          path: .github/scripts/development/triage-result.json
          retention-days: 1

  # Step 2b: Architect — Analyze file changes needed
  architect:
    name: "Architect — Plan File Changes"
    needs: prepare-branch
    if: needs.prepare-branch.outputs.branch_created == 'true'
    runs-on: ubuntu-latest
    concurrency:
      group: development-${{ github.event.issue.number }}
      cancel-in-progress: false
    outputs:
      architect_passed: ${{ steps.architect.outputs.architect_passed }}

    steps:
      - name: Checkout repository
        uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Set up Node.js
        uses: actions/setup-node@v4
        with:
          node-version: "22"

      - name: Install dependencies
        run: npm ci
        working-directory: .github/scripts/development

      - name: Configure git
        run: |
          git config user.name "github-actions[bot]"
          git config user.email "github-actions[bot]@users.noreply.github.com"

      - name: Download triage result
        uses: actions/download-artifact@v4
        with:
          name: triage-result
          path: .github/scripts/development

      - name: Checkout feature branch
        env:
          BRANCH_NAME: ${{ needs.prepare-branch.outputs.branch_name }}
        run: |
          git fetch origin
          git checkout "$BRANCH_NAME" || git checkout -b "$BRANCH_NAME" "origin/$BRANCH_NAME"

      - name: Run Architect Agent
        id: architect
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          AI_PROVIDER: ${{ env.AI_PROVIDER }}
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
          DEFAULT_MODEL: ${{ env.DEFAULT_MODEL }}
          ARCHITECT_MODEL: ${{ env.ARCHITECT_MODEL }}
          REPO: ${{ github.repository }}
        run: npx tsx src/architect.ts
        working-directory: .github/scripts/development

      - name: Upload architecture plan
        uses: actions/upload-artifact@v4
        with:
          name: architecture-plan
          path: .github/scripts/development/architecture-plan.json
          retention-days: 1

  # Step 2c: Writer + Reviewer — Implement code and review quality
  write-and-review:
    name: "Write Code & Review Quality"
    needs: [prepare-branch, architect]
    if: needs.architect.outputs.architect_passed == 'true'
    runs-on: ubuntu-latest
    concurrency:
      group: development-${{ github.event.issue.number }}
      cancel-in-progress: false
    outputs:
      writer_passed: ${{ steps.writer.outputs.writer_passed }}

    steps:
      - name: Checkout repository
        uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Set up Node.js
        uses: actions/setup-node@v4
        with:
          node-version: "22"

      - name: Install Rust toolchain
        uses: dtolnay/rust-toolchain@stable
        with:
          components: rustfmt, clippy

      - name: Install dependencies
        run: npm ci
        working-directory: .github/scripts/development

      - name: Configure git
        run: |
          git config user.name "github-actions[bot]"
          git config user.email "github-actions[bot]@users.noreply.github.com"

      - name: Download artifacts
        uses: actions/download-artifact@v4
        with:
          path: .github/scripts/development
          merge-multiple: true

      - name: Checkout feature branch
        env:
          BRANCH_NAME: ${{ needs.prepare-branch.outputs.branch_name }}
        run: |
          git fetch origin
          git checkout "$BRANCH_NAME" || git checkout -b "$BRANCH_NAME" "origin/$BRANCH_NAME"

      - name: Run Writer Agent (with Reviewer loop)
        id: writer
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          AI_PROVIDER: ${{ env.AI_PROVIDER }}
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
          DEFAULT_MODEL: ${{ env.DEFAULT_MODEL }}
          WRITER_MODEL: ${{ env.WRITER_MODEL }}
          REVIEWER_MODEL: ${{ env.REVIEWER_MODEL }}
          REPO: ${{ github.repository }}
        run: npx tsx src/writer.ts
        working-directory: .github/scripts/development

      - name: Upload writer result
        uses: actions/upload-artifact@v4
        with:
          name: writer-result
          path: .github/scripts/development/writer-result.json
          retention-days: 1

  # Step 2d: Pull Request — Create PR with correct metadata
  # Also swaps "in progress" → "in review" on the issue
  pull-request:
    name: "Create Pull Request"
    needs: [prepare-branch, architect, write-and-review]
    if: needs.write-and-review.outputs.writer_passed == 'true'
    runs-on: ubuntu-latest
    concurrency:
      group: development-${{ github.event.issue.number }}
      cancel-in-progress: false

    steps:
      - name: Checkout repository
        uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Set up Node.js
        uses: actions/setup-node@v4
        with:
          node-version: "22"

      - name: Install dependencies
        run: npm ci
        working-directory: .github/scripts/development

      - name: Download artifacts
        uses: actions/download-artifact@v4
        with:
          path: .github/scripts/development
          merge-multiple: true

      - name: Run Pull Request Agent
        id: pr
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          AI_PROVIDER: ${{ env.AI_PROVIDER }}
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
          DEFAULT_MODEL: ${{ env.DEFAULT_MODEL }}
          PULL_REQUEST_MODEL: ${{ env.PULL_REQUEST_MODEL }}
          REPO: ${{ github.repository }}
        run: npx tsx src/pull-request.ts
        working-directory: .github/scripts/development

  # ============================================================================
  # PHASE 3: Handle PR Review Comments
  # Triggered by pull_request_review.submitted (non-approved)
  # ============================================================================
  handle-review:
    name: "Handle PR Review — Apply Fixes"
    if: >
      github.event_name == 'pull_request_review'
      && github.event.action == 'submitted'
      && github.event.review.state != 'approved'
      && github.event.sender.type != 'Bot'
    runs-on: ubuntu-latest
    concurrency:
      group: review-${{ github.event.pull_request.number }}
      cancel-in-progress: true

    steps:
      - name: Checkout repository
        uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Set up Node.js
        uses: actions/setup-node@v4
        with:
          node-version: "22"

      - name: Install Rust toolchain
        uses: dtolnay/rust-toolchain@stable
        with:
          components: rustfmt, clippy

      - name: Install dependencies
        run: npm ci
        working-directory: .github/scripts/development

      - name: Configure git
        run: |
          git config user.name "github-actions[bot]"
          git config user.email "github-actions[bot]@users.noreply.github.com"

      - name: Run Handle Review
        id: review
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          AI_PROVIDER: ${{ env.AI_PROVIDER }}
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
          DEFAULT_MODEL: ${{ env.DEFAULT_MODEL }}
          WRITER_MODEL: ${{ env.WRITER_MODEL }}
          REPO: ${{ github.repository }}
          PR_NUMBER: ${{ github.event.pull_request.number }}
        run: npx tsx src/handle-review.ts
        working-directory: .github/scripts/development

  # ============================================================================
  # PHASE 4: Handle PR Merge
  # Triggered when a PR is merged → "in review" → "done", close issue
  # ============================================================================
  handle-merge:
    name: "Handle PR Merge — Close Issue"
    if: >
      github.event_name == 'pull_request'
      && github.event.action == 'closed'
      && github.event.pull_request.merged == true
    runs-on: ubuntu-latest
    concurrency:
      group: merge-${{ github.event.pull_request.number }}
      cancel-in-progress: false

    steps:
      - name: Checkout repository
        uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Set up Node.js
        uses: actions/setup-node@v4
        with:
          node-version: "22"

      - name: Install dependencies
        run: npm ci
        working-directory: .github/scripts/development

      - name: Run Handle Merge
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          REPO: ${{ github.repository }}
          PR_NUMBER: ${{ github.event.pull_request.number }}
        run: npx tsx src/handle-merge.ts
        working-directory: .github/scripts/development