# Agent Report — `:build-session 1 keynote` (autopilot)

__Date:__ 2026-02-14
__Session:__ 1 — AI in TVET and Employment Promotion
__Type:__ keynote
__Material:__ `materials/01-giz-keynote/README.md`

## Steps Executed

| Step | Task | Result |
|------|------|--------|
| 0 | Ensure skeleton exists | ✅ Skeleton already present in `journal.md` → `## Sessions` |
| 1a | Promote session (generate material) | ✅ Material written (17 slides, 5 parts, 2 polls, 3 take-aways) |
| 1b | Image placeholders | ⏭ Skipped — autopilot forbids image generation; journal says "Not needed" |
| 1c | Validate course (session mode) | ✅ PASS with concerns (2 open PRÜFEN items) |
| 1d | Quick-fix mechanical FAILs | ⏭ None — no mechanical FAILs found |
| 1e | Pedagogical flags | ⏭ None — duration within 70–150% of declared 15 min |
| 2 | Persona review (Amina) | ✅ OK — no blocking concerns |
| 3 | Image finalization | ⏭ Skipped (no images) |
| 4 | Finalize (journal, dashboard, report) | ✅ Done |

## Iterations

- **Content loop (Step 1):** 1 iteration. First pass passed all mechanical checks.
- **Persona loop (Step 2):** 1 iteration. Amina raised no blocking concerns.
- Total iterations: 2 (within the autopilot cap of 2).

## Validation Summary

- **LiaScript syntax:** All 13 checks PASS (metadata, headings, code blocks, alerts, citations, animations/TTS, media, diagrams, formulas, surveys, includes, variables, HTML).
- **Content:** All 4 learning objectives addressed; no placeholders; facts traceable to `quelle_keynote.md`; both polls present; 3 take-aways + call to action present.
- **Type consistency (keynote):** All required elements satisfied.
- **Method consistency (Gagné):** Opening attention hook ✅ (AI-arrives-quietly slide + poll); prior knowledge activated ✅ (opening poll); practice with feedback ✅ (two polls with speaker feedback).
- **Duration:** ~17 slides × ~1 min ≈ 17 min vs. declared 15 min → within 70–150% range. No flag.
- **Result:** PASS with concerns (2 open PRÜFEN items).

## Persona Review (Amina)

- **Result:** OK
- **Key positives:** Language level appropriate; informal-sector content directly relevant; concrete examples (Nairobi leak alarm); honest risk framing builds trust.
- **Priority issues:** None blocking. Minor note: ILO figures carry a PRÜFEN mark — speaker note already flags this.
- **Verdict:** Amina would take the three take-aways to her ministry meeting.

## Decisions Logged (see `journal.md` → `## Notes Backup`)

1. Second poll included (planned in journal Activities line; brief allows up to 2).
2. Slide budget managed at 17 slides by merging via step reveals (AI definition into "AI arrives quietly"; job-specific skills into "What changes for skilled workers"; teachers-first into "AI as co-pilot").
3. Teaching-Agent example kept as labelled "Example:" bullet with PRÜFEN comment.
4. Amina used as the sole persona (only one defined; autopilot names her).
5. Image generation skipped (autopilot rule + journal "Not needed").
6. Closing folded into "Three take-aways" slide (satisfies "closing slide" requirement within 14–18 budget).

## Cuts / Merges

- "What do we mean by AI?" merged into "AI arrives quietly" (step 2 reveal) — saves 1 slide.
- "Job-specific AI skills" merged into "What changes for skilled workers" (step 3) — saves 1 slide.
- "Teachers first" merged into "AI as co-pilot, not autopilot" (step 3) — saves 1 slide.
- All content from `quelle_keynote.md` preserved; nothing dropped.

## Open PRÜFEN Items

| # | Location | Item | Status |
|---|----------|------|--------|
| 1 | Slide "The informal sector" (line 124) | `<!-- PRÜFEN: latest ILO figures -->` | Open — verify before talk |
| 2 | Slide "Learning that fits the learner" (line 203) | `<!-- PRÜFEN: decide whether to mention that this keynote was drafted with it in three ways -->` | Open — speaker decision |

## Escalations

None. No `:coauthor-materials` handoff was needed.

## Final State

- `materials/01-giz-keynote/README.md` — 17 slides, 5 parts, 2 polls, 3 take-aways, speaker notes on every slide.
- `journal.md` — Sessions table ✅/✅/✅; Validation Report saved; Persona Review saved; Dashboard updated; Notes Backup populated.
- Publishing gate: not yet open (requires course-mode `:validate-course` PASS).