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docs(education): add Training lessons and AI tutor prompts for agent basics#780

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justinmclean:education-training-lesson-02
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docs(education): add Training lessons and AI tutor prompts for agent basics#780
justinmclean wants to merge 8 commits into
apache:mainfrom
justinmclean:education-training-lesson-02

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@justinmclean justinmclean commented Jul 8, 2026

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Summary

Adds the second LMS-neutral Apache Training lesson wrappers for the maintainer-education stream, plus matching AI tutor prompts.

This adds:

  • docs/education/training/lesson-02-working-with-agents.md
  • ai-tutors/lesson-02-working-with-agents.md

The lesson wrappers add per-lesson objectives, no-computer exercises, self-check questions, and answer keys on top of the existing source pages. The tutor prompts turn the same lesson material into interactive system prompts, with embedded knowledge bases generated from the canonical source and training lesson files.

This also tightens the source-page wording around tool permissions, prompt-injection handling, context limits, and probabilistic variation so the source pages, classroom lessons, and AI tutors teach the same concepts consistently.

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:

Add `docs/education/apache-training/lesson-02-working-with-agents.md`
wrapping the "How to work with agents" source page with learning
objectives, four exercises (four-ingredient request, mid-task steering,
data-not-instructions, context-and-correction), and a five-question
self-check with hidden answers.

Also bring in the module README and lesson-01 scaffold from the
`education-apache-training-lesson-01` in-flight branch — both are
needed because the `apache-training/` directory does not yet exist on
main. When lesson-01 merges first this branch rebases cleanly:
lesson-01.md and the README will already be on main, and only the
lesson-02 file plus the README's lesson-2 link update land as a diff.
Update the README module map to link lesson-02 as a real file, and
fix lesson-01's "Next" pointer to point at the lesson-02 file rather
than the raw source page.

Generated-by: Claude Code (Sonnet 4.6)
Standardize the Apache Training curriculum module path on
docs/education/training/ (matching the education-*-lesson-01 branch) and
fix the two path references in upstream-contribution.md.
…agents-are)

Scaffolds docs/education/apache-training/ with a module index (README.md)
and lesson-01-what-agents-are.md — the first LMS-neutral lesson wrapper
for the maintainer-education stream. Each lesson adds per-lesson learning
objectives, hands-on exercises, and self-check questions on top of the
existing source pages, shaped for upstream contribution to Apache Training.
The module map in the README lists all 11 lessons as placeholders; lesson 1
is the first concrete delivery.

Sub-item 1 of the education-apache-training-module epic (plan item 5).
The remaining lesson wrappers, the instructor/facilitator guide, and the
upstream-contribution hand-off are separate sub-items.

Generated-by: Claude (claude-sonnet-4-6)
@justinmclean justinmclean self-assigned this Jul 8, 2026
@justinmclean justinmclean changed the title Add Apache Training lessons and AI tutor prompts for agent basics docs(education): add Apache Training lessons and AI tutor prompts for agent basics Jul 8, 2026
@justinmclean justinmclean changed the title docs(education): add Apache Training lessons and AI tutor prompts for agent basics docs(education): add Training lessons and AI tutor prompts for agent basics Jul 8, 2026
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