AI Skill Report Card

Recreating Deck From Recording

A-87·Oct 21, 2026·Source: Web
14 / 15

Given a recording, produce a slide-accurate PowerPoint:

  1. Scan the full recording, identify every timestamp range where slides are visible.
  2. Build a slide inventory (one entry per distinct slide, with timestamps).
  3. Pick the clearest, most complete frame for each slide.
  4. Deduplicate near-identical captures.
  5. Build the PPTX — screenshot-based or editable text, never invented content.
  6. Add source timestamp + confidence to speaker notes.
  7. Deliver the file plus a completion report.

Never fabricate text, numbers, or layout. If something can't be read, mark it [Unreadable in recording] rather than guessing.

Recommendation▾
Add a third example showing a fully clean/simple case (no obstruction) to balance the two edge-case-heavy examples
14 / 15

Progress:

  • Step 1: Inspect recording, identify slide-visible segments
  • Step 2: Build slide inventory (timestamps, titles, quality flags)
  • Step 3: Select best frame per slide
  • Step 4: Remove duplicate captures
  • Step 5: Reconstruct PPTX (image fill or editable text/shapes)
  • Step 6: Handle unreadable/obstructed content
  • Step 7: Add traceability notes (timestamp, status, method, confidence)
  • Step 8: QA pass against checklist
  • Step 9: Deliver file + completion report

Step 1 — Inspect the recording

Ignore: camera-only segments, intros, loading screens, app-switching, notifications, meeting controls, chat panels, overlays. Detect slide changes via visual diffs, titles, layout shifts, page numbers.

Step 2 — Slide inventory

Per slide, record: sequence number, first/last appearance timestamp, visible title, full-visibility flag, animation-reveal flag, image quality, and uncertainty notes.

Animation handling:

  • Progressive reveal of the same final slide → capture only the final complete state.
  • Animation stages carrying materially different information → preserve as separate, clearly labeled "animation stage" slides.
  • Cursor movement, presenter camera, or control-bar changes alone are never grounds for a new slide.

Step 3 — Best frame selection

For each slide, scan multiple frames in its interval and choose the one where: content is fully visible, text is sharpest, no motion/transition is in progress, cursor/camera/controls don't obscure content. Prefer a later stable frame for gradually-revealed content. Crop precisely to slide boundaries; correct perspective only if needed; never stretch or distort.

Step 4 — Deduplication

Same title + layout + text + visuals + page number + final animation state = duplicate → keep clearest only. Do NOT merge slides that differ in figures, dates, labels, highlights, or animation content even if visually similar.

Step 5 — Reconstruction priority

  1. Clear source → full-slide cropped screenshot image.
  2. Readable text → editable PowerPoint text boxes with exact original wording.
  3. Simple shapes/tables/diagrams → editable objects, only if accurately reproducible.
  4. Never invent missing content, alter numbers/names/dates/labels/conclusions/chart values.
  5. Unrecoverable slide → clearly labeled placeholder, not a guess.

For screenshot slides: image fills the slide, full original preserved, no decorative overlays, no unnecessary margins.

Step 6 — Unreadable/obstructed content

Search other moments in the recording for a clearer view before giving up. Use only visible information. Mark gaps as [Unreadable in recording], note the timestamp and cause in speaker notes.

Step 7 — Traceability (speaker notes only, not on-slide)

  • Source timestamp
  • Capture status: Complete / Partial / Unclear
  • Reconstruction method: Screenshot / Editable reconstruction
  • Obstruction/unreadable details (if any)
  • Confidence: High / Medium / Low

Step 8 — QA checklist

  • Full recording reviewed start to finish
  • All distinct slides considered
  • Slide order matches recording
  • Duplicates removed
  • Images sharp and correctly cropped
  • No mid-transition/incomplete-animation frames used
  • No notifications/chat/controls/overlays unless part of source slide
  • Wording, figures, dates, labels preserved exactly
  • No invented content
  • Consistent 16:9 (or source-native) layout
Recommendation▾
Clarify how to handle recordings with no clear slide boundaries (e.g., continuous whiteboard/scrolling content) as an edge case
17 / 20

Example 1: Input: 40-minute screen-recorded webinar, slides visible 00:02:15–00:35:40, presenter camera in corner throughout. Output: 18-slide PPTX; 14 slides as screenshots (complex charts), 4 as editable text reconstructions (title/agenda/summary/closing slides); 3 duplicate frames removed (re-shown during Q&A); speaker notes on each slide with timestamp and confidence; completion report listing one slide marked Partial due to presenter camera covering a bottom-right legend from 00:18:02–00:18:40 (clearer frame found at 00:18:55 used instead).

Example 2: Input: Recording where a budget table's last column is cut off-screen for its entire visible duration (00:12:00–00:14:30). Output: Slide recreated with all readable content; final column cells marked [Unreadable in recording]; speaker notes cite timestamp range and state "right edge of table out of frame for full duration, no clearer alternate frame found"; flagged in completion report as requiring manual review.

Recommendation▾
Consider specifying expected output format/filename conventions for the completion report to aid consistency
  • Treat the recording as sole source of truth — no external images, stock content, or inferred facts unless explicitly requested.
  • Default to 16:9, original language, and original sequence unless told otherwise.
  • Prefer editable text when it can be reproduced with certainty; fall back to image when fidelity is at risk.
  • Always scan forward/backward in time before declaring content unreadable.
  • Keep traceability data in speaker notes only — never clutter the visible slide.
  • Treating cursor movement, camera overlay, or control-bar changes as new slides.
  • Capturing a frame mid-transition or mid-animation instead of the stable final state.
  • Deduplicating slides that differ only in data (dates, figures, highlights) — these are distinct, not duplicates.
  • Guessing obscured text instead of marking it [Unreadable in recording].
  • Including chat panels, notifications, or meeting-control UI that weren't part of the actual slide.
  • Stretching/distorting screenshots to fit a fixed slide size instead of preserving aspect ratio.
0
Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
14/15
Workflow
14/15
Examples
17/20
Completeness
18/20
Format
14/15
Conciseness
13/15