docs(education): education training lesson 04#782
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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)
Add lesson-03-choosing-models.md, the Apache Training wrapper for the How to use different models source page. Covers the three-way tradeoff (capability/speed/cost), task-complexity classification, the judge-model pattern, local vs hosted tradeoffs, and eval-driven model selection. Includes four paper-based exercises and five self-check Q&As. Also carries forward the full apache-training directory (README, lesson-01, lesson-02) since the directory does not exist on main yet. Updates the README module map to link lesson 3, and updates lesson-02 Next section to point to the new lesson file. Generated-by: Claude (claude-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.
Add lesson-04-your-first-skill.md to docs/education/apache-training/, with learning objectives, four paper exercises (propose/confirm classification, placeholder violations, frontmatter authoring, eval suite design), and five Q&A self-check blocks. Update README module map to link lesson 4; copy prior lesson files (01–03) from their in-flight branches so this branch is self-contained from main. 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.
15 tasks
# Conflicts: # ai-tutors/lesson-01-what-agents-are.md # ai-tutors/lesson-02-working-with-agents.md # docs/education/training/README.md # docs/education/training/lesson-01-what-agents-are.md # docs/education/training/lesson-02-working-with-agents.md
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Approving — Training lesson 4 (your-first-skill). Content verified against the canonical docs/education/your-first-skill.md and root AGENTS.md: frontmatter fields, the eval "three files", the three case types, and the Step 0–6 workflow all match; links resolve; SPDX present. I brought the branch up to main after #779–#781 landed, so the net diff is just the lesson-4 delta. Nice series. Thanks @justinmclean.
This review was drafted by an AI-assisted tool and confirmed by a Magpie maintainer. The maintainer approving this PR has read the findings and signed off.
More on how Magpie handles maintainer review: CONTRIBUTING.md.
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Summary
Adds lesson 4 of the Apache Training maintainer-education module: Your first skill.
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Type of change
.claude/skills/<name>/) — eval fixtures updated belowtools/<system>/*.md)tools/*/withpyproject.toml)docs/,README.md,CONTRIBUTING.md)projects/_template/)prek, workflows, validators)Test plan
prek run --all-filespassesuv run pytest/ruff check/mypypasses(
PYTHONPATH=tools/skill-evals/src python3 -m skill_evals.runner tools/skill-evals/evals/<skill>/)(a regression test for the bug fixed / the behaviour added — see CONTRIBUTING.md)