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1---2name: adaptive-enforcement-lab-claude-skills-matrix-distribution3description: Matrix Distribution4---56# Matrix Distribution78## When to Use This Skill910> **Poor Fit**11>12>13> - Sequential operations where order matters14> - Operations with shared state between targets15> - When total job count would exceed GitHub Actions limits (256)16>1718---192021## Implementation2223### Dynamic Matrix2425Generate the target list in a discovery stage:262728*See [examples.md](examples.md) for detailed code examples.*2930### Failure Isolation3132Prevent one failure from canceling other jobs:3334```yaml35strategy:36 matrix:37 target: ${{ fromJson(needs.discover.outputs.targets) }}38 fail-fast: false # Critical: continue processing other targets39```4041### Rate Limiting4243Control concurrency to avoid API rate limits:4445```yaml46strategy:47 matrix:48 target: ${{ fromJson(needs.discover.outputs.targets) }}49 max-parallel: 10 # Limit concurrent jobs50```5152---535455## Examples5657See [examples.md](examples.md) for code examples.58## References5960- [Source Documentation](https://adaptive-enforcement-lab.com/patterns/architecture/)61- [AEL Patterns](https://adaptive-enforcement-lab.com/patterns/)6263---64> Converted and distributed by [TomeVault](https://tomevault.io/claim/adaptive-enforcement-lab) — claim your Tome and manage your conversions.65<!-- tomevault:4.0:skill_md:2026-04-15 -->
Run npx skillmds@latest add tomevault-io/adaptive-enforcement-lab-claude-skills-matrix-distribution in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
Matrix Distribution It is listed under Coding & Dev Tools on SkillMD.
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