crewAI course: agnostic spec on guide v2.8 (owner-picked, built twice) - #96

Agnostic spec.md for Multi AI Agent Systems with crewAI, generated with guide v2.8 in a clean room. Replaces #94.

• Model: Opus 5.5 (claude-opus-5-5), one of three fresh generations; the owner picked this one.
• Pattern card: pattern.md, reconfirmed by the owner on 2026-10-27 with no changes.
• Spec: the generator's output, unedited. Opening checked: it states what the recommended build needs first and says "no key" nowhere.
• Why this one: for a learner's own job, the résumé-only questions are skipped, and custom tools go into the spec's tool contract.
• Built before opening (clean-room Opus builders):
  • Recommended build: current crewAI 1.15.30, 28/28 offline and L1–L3 live tests pass; a no-invented-facts check passed 5 of 5 on employers and named skills; a manual real run kept both employers and added no posting-only skills.
  • Own job (sales-lead research): the builder wrote the team definition, added one custom tool through the tool contract, 47/47 offline and 6/6 live tests pass; a manual run on a real company site produced a claim-checked email whose spot-checked claims match the live pages.
• Known gaps: see the PR conversation and Spec opening note: what learners read first — open concerns after v2.8 #92.

🤖 Generated with Claude Code