docs(education): add eval-driven-development examples page#716
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Worked examples on judging agent correctness when output is a distribution, and flip its row in the education index to a live link. Generated-by: Claude Code (Opus 4.8)
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Re-reviewed after rebase onto main (post-#715). Minimal diff: adds docs/education/eval-driven-development.md and flips its row in the canonical education README to a live link + Ready — no competing README. Outbound links resolve; placeholder-clean; TOC matches headings; no emojis. lychee clean. LGTM.
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Summary
Creates docs/education/eval-driven-development.md: how to think about correctness when "correct" is a distribution, with four worked examples drawn from real Magpie skills (issue-triage classification, prompt-injection resistance, prose grading with a judge model, and structural assertions for multi-field output). Wired to the framework's shared eval harness (tools/skill-evals/) rather than a parallel approach.
Also creates docs/education/README.md — the landing-page index for the maintainer-education stream — with eval-driven-development.md as the first stable link and the remaining stream pages (pattern-catalogue, your-first-skill, workshops) listed as Planned until their own branches land.
Generated-by: Claude (Opus 4.7)
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)