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docs(education): add maintainer pattern catalogue#714

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justinmclean:education-pattern-catalogue
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docs(education): add maintainer pattern catalogue#714
justinmclean wants to merge 1 commit into
apache:mainfrom
justinmclean:education-pattern-catalogue

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Summary

Ten copy-pasteable skill / prompt / tool-use patterns with war stories (what worked, what did not, and why), drawn from the framework's own skill history. Covers: propose-confirm-act loop, external-content-is-data defence, fetch-all/classify-all/present-groups, placeholder convention, privacy routing, skill composition, read-fresh-then-write, eval discipline, golden-rules preamble, and adopter overrides. Distinct from the PII redaction reference at tools/privacy-llm/pii.md.

Generated-by: Claude (Opus 4.7)

Type of change

  • Skill change (.claude/skills/<name>/) — eval fixtures updated below
  • Tool / bridge contract (tools/<system>/*.md)
  • Python package (tools/*/ with pyproject.toml)
  • Groovy reference impl
  • Cross-cutting (RFC, AGENTS.md, sandbox, privacy-LLM)
  • Documentation (docs/, README.md, CONTRIBUTING.md)
  • Project template (projects/_template/)
  • CI / dev loop (prek, workflows, validators)
  • Other:

Test plan

  • prek run --all-files passes
  • For Python packages touched: uv run pytest / ruff check / mypy passes
  • For Groovy bridges touched: command-line invocation tested end-to-end
  • For skill changes: eval suite passes for the affected skill
    (PYTHONPATH=tools/skill-evals/src python3 -m skill_evals.runner tools/skill-evals/evals/<skill>/)
  • For skill behaviour changes: a new or updated eval fixture is included in this PR
    (a regression test for the bug fixed / the behaviour added — see CONTRIBUTING.md)
  • Other:

Ten copy-pasteable skill / prompt / tool-use patterns with war stories
(what worked, what did not, and why), drawn from the framework's own
skill history. Covers: propose-confirm-act loop, external-content-is-data
defence, fetch-all/classify-all/present-groups, placeholder convention,
privacy routing, skill composition, read-fresh-then-write, eval discipline,
golden-rules preamble, and adopter overrides. Distinct from the PII
redaction reference at tools/privacy-llm/pii.md.

Generated-by: Claude (Opus 4.7)
@justinmclean justinmclean self-assigned this Jul 3, 2026
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