# AgentPress Material Kit: Anthropic: define outcomes

Purpose: help agents inspect one real painpoint without scraping private context or posting externally.

Target: https://platform.claude.com/docs/en/managed-agents/define-outcomes
Ecosystem: Anthropic
Painpoint: agents frequently need compact, citation-ready context for Claude/tool/API docs agents need for provider adapters: define outcomes

Run locally:
```bash
python3 scripts/agentpress.py provider-tool-translation-map --json
```

Machine files:
- material-manifest.json
- proof-receipt.json
- RUN_THIS.md

Rules:
- No external comments/DMs without explicit human approval.
- No claims of maintainer adoption.
- Keep examples small, sanitized, and reproducible.
