Reviews pitch decks and investor presentations. Reads slide content, evaluates narrative flow, problem/solution clarity, market sizing, competitive positioning, financial projections, team credibility, and ask clarity. Generates a scored pitch-review.md with slide-by-slide feedback, overall score, top improvements, investor objection predictions, and comparisons to successful decks.
NewMaintained
Automatic
◆Product Management pack
Last verified 8/24/2026
What it changes
Passed 4 of 14 test cases with the skill, and 4 of 14 without it.
Without skill30%
With skill30%
Checks it passed that the model alone missed
Evaluates the work-in-progress deck rather than refusing review
Assigns an overall score below 3.0 only when almost no usable content exists
Reads pages in batches using page range parameters for PDFs with 10 or more pages
3 fixed4 passed either way13 still failing3 broke
Pass-rate lift
0 pp
Tokens
+20%
Agent turns
0%
Response time
-32%
Model gemini-3.6-flashMeasured 8/24/2026v17 of 23 cases passed with skill · 14 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
We uploaded `enterprise_saas_2024.pdf`, which contains 14 slides. How should the document reader handle loading this file?
What was checked, without and with the skill
Checked
Without skill
With skill
Reads pages in batches using page range parameters for PDFs with 10 or more pages
Missed
Passed
case-14 · gemini-3.6-flash · 8/24/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md37 lines4 files
Pitch Deck Reviewer
Review a pitch deck with VC-grade rigor and produce a scored, actionable pitch-review.md.
Contents
references/evaluation-framework.md -- The 8 scored dimensions, weights, red flags, scoring guides, design notes, and overall-score calculation.
references/objections-and-benchmarks.md -- Investor objection categories and the canonical successful-deck benchmarks.
references/output-template.md -- The exact pitch-review.md structure to generate.
Workflow
Ingest the deck. Determine file type and location, then read every slide. Supported inputs: PDF (Read directly; for 10+ pages read in batches via the pages parameter), PowerPoint .pptx (invoke the pptx skill or Read), Google Slides links (WebFetch if public), images PNG/JPG (Read to inspect visually), markdown/text descriptions, and directories of slide images (Glob to enumerate, then Read each). For .pen files, state that they cannot be read directly.
Build a slide inventory. Catalog each slide by number and primary content before any analysis. Identify company name, stage, and industry. Flag any deck over 20 slides as a concern itself; most successful decks run 10-15.
Score the 8 dimensions. Apply references/evaluation-framework.md. Score each 1-10 with specific evidence from the deck, then compute the weighted overall score and assign the grade label.
Write slide-by-slide feedback. Cover every slide with content summary, purpose, effectiveness, strengths, weaknesses, and recommendations.
Predict investor objections. Generate at least 5 using the categories in references/objections-and-benchmarks.md, each with severity, trigger, suggested verbal response, and deck fix.
Compare to benchmark decks. Reference at least 2 relevant decks from references/objections-and-benchmarks.md; name where this deck is stronger, weaker, and what to borrow.
Rank the top 5 improvements by impact and list any missing slides or sections for this stage and industry.
Assemble pitch-review.md per references/output-template.md. Write the executive summary last. Save it beside the source deck (or the working directory). Show the overall-score math.
Calibration
Verify any market-size, revenue, or growth claim with WebSearch before accepting it. Never fabricate metrics, comparisons, or statistics.
Reserve 9-10 on a dimension for work that sets a new standard. Give an overall below 3.0 only when the deck has almost no usable content.
Adjust for stage: weight pre-product decks toward problem/solution clarity, team, and market; relax traction and financials expectations and note the calibration.
Score absent major sections (e.g., missing financials or team) 1-2 and flag them in the executive summary and the missing-sections list. Review works in progress rather than refusing.
Evaluate intentionally unconventional decks (memo-style, demo-first, single-page) on their own terms while noting the divergence from convention.
For multiple versions, review the latest and note which changes improved the deck and which regressed.
Voice
Be direct and specific. Replace vague praise with concrete observations.
Pair every critique with a concrete fix.
Use investor framing ("This raises a question about...") over verdicts ("This is bad").
Acknowledge what works before identifying gaps. Define any jargon used.
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