Wall Street Prompt · Brand

25 AI Prompts For Reading a 10-K Faster

Instagram post adapted from a SPECIFIC captured source post — exact-source traceability, like our YouTube flow.

Instagram carousel

Validated — exact source linked@codingknowledge

https://www.instagram.com/p/C-VdFEvyh07/

Observed format: Educational reference post (carousel/static cheat-sheet) listing "100+ VS Code shortcuts" as scannable value, with a follow + lead-magnet PDF CTA.

Observed hook: "100+ VS Code Shortcuts" (big-number resource hook: high count of practical items framed as a must-save reference).

Adaptation: Kept the structure (big-number reference + section-organized list + gated PDF CTA) and swapped everything else. Topic moved from VS Code shortcuts to AI prompts for reading a 10-K, organized into the four real sections of a filing (risk factors, financials, notes, capital). Changed the off-platform "link in bio / Telegram" mechanic to a comment-keyword (FILING) lead magnet for on-platform engagement. All wording, claims, and visuals are original. Added WSP guardrails the source lacked: the model surfaces, you verify; educational only; no security recommendation. No em dashes, no hype.

Cover

Cover slide

25 AI PROMPTS FOR READING A 10-K (SAVE THIS)

Slides

One idea per slide

Slide 1

25 AI PROMPTS FOR READING A 10-K
The analyst pass, in minutes not hours.
Save this. Comment FILING for the PDF.

Slide 2

FIRST, THE GROUND RULE
The prompt does the reading pass.
You do the judgment.
Every number gets verified against the actual filing before it means anything.

Slide 3

1. RISK FACTORS
- New or reworded risks vs last year
- Risks that moved up the list
- Any litigation or regulatory exposure named
- Concentration risk (customers, suppliers, geographies)

Slide 4

2. THE NUMBERS
- YoY change in revenue, gross margin, operating margin
- Stated reasons management gives for each move
- Non-GAAP adjustments and what they exclude
- Segment-level revenue and the trend

Slide 5

3. THE NOTES
- Revenue recognition policy and affected line items
- Related-party transactions, quantified
- Going-concern, impairment, or restatement language
- Off-balance-sheet items and commitments

Slide 6

4. CAPITAL & CASH
- Debt maturities by year
- Buybacks and dilution from stock comp
- Free cash flow vs reported earnings
- Covenant language and liquidity position

Slide 7

HOW TO RUN IT
Paste the section, run the prompt, get structure.
Then open the filing and confirm every figure.
Unverifiable claim = unverified. Move on.

Slide 8

WANT ALL 25?
The full prompt sheet, organized by 10-K section, as a PDF.
Comment FILING and we'll send it.
Educational only. Not advice on any security.

Caption

Paste under the post

A 10-K runs 100+ pages. Most of the signal sits in four sections, and a good prompt gets you there in minutes instead of an afternoon.

This is a cheat sheet of 25 prompts we use to pull structure out of a filing before forming any view. Read the source first, then let the model summarize, cross-check, and flag what to verify. The model surfaces; you confirm against the actual text.

A few from the list: - "List every risk factor that is new or materially reworded versus last year's 10-K." - "Summarize the revenue recognition policy and name the line items it affects." - "Pull all related-party transactions and quantify each one." - "Extract management's stated reasons for the YoY change in gross margin." - "Flag any going-concern, impairment, or restatement language in the notes."

Rules we hold to: the prompt does the reading pass, not the judgment. Always open the filing and verify the numbers it cites. Treat anything the model can't ground in the document as unverified. This is process, not a recommendation on any security.

Want the full 25-prompt sheet as a PDF? Comment FILING and we'll send it to you.

Layout

8-slide vertical carousel, 1080x1350. Slide 1 cover: oversized number "25" anchored top-left, headline below, save/keyword prompt at bottom. Slides 3-6 are the value core: bold section header (RISK FACTORS, THE NUMBERS, etc.) with a 4-item bullet list, generous spacing, consistent left rail. Slide 2 sets the rule, slide 7 shows the workflow, slide 8 is the CTA. Numbered section badges (1-4) carry the reader through the four-block structure mirroring a real filing's anatomy.

Design notes

WSP near-black background (#0A0E0F), Montserrat throughout. Headlines Montserrat Bold/ExtraBold in off-white (#F2F4F3); accent words and the section badges in WSP green (#16C784). Bullets use a thin green dash, not dots. The big "25" on the cover in green at ~280px, low opacity ghost layer behind it for depth. Thin green hairline rule under each slide header. Bottom of every slide: small "WALL STREET PROMPT" wordmark + slide number (e.g. 3/8) in muted gray. No gradients, no stock photos, no icons beyond the dash and badge. High contrast, calm, document-like spacing to echo the filing subject.

Why this works

The source wins on three levers: a big-number value promise (100+), a save-worthy reference format, and a frictionless resource CTA. Numbered cheat sheets get saved and shared because they read as a tool, not an ad, and the keyword CTA converts intent into a tracked DM list. That pattern maps cleanly onto WSP: investor-analysts already treat prompt libraries and 10-K workflows as reference material they save. A carousel lets each filing section breathe as its own slide, which suits a checklist far better than a static.

CTA

Comment-keyword lead magnet: "Comment FILING and we'll send the full 25-prompt PDF." Mirrors the source's gated-resource mechanic (PDF in Telegram via bio) but uses the higher-engagement comment-keyword pattern instead of an off-platform link.