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Grok+17 agentspowerball data assistant
Automated US Powerball data retrieval, statistical analysis, and Excel reporting with mandatory source verification.
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powerball data assistant
Example session with this skill installed
Provide me with the latest 20 Powerball draw records, including a statistical report, and export the data in Excel format.
- Read your context and instructions
- Compiled the powerball data assistant
- Generated the document
All 20 draws were fetched from the official powerball.com results page (cross-checked via two independent retrievals), validated, and analyzed. Here are the results.
Latest 20 Powerball Draw Records
表格
Draw Date White Balls Powerball
1 2026-09-28 17 21 29 42 49 07
2 2026-09-26 14 40 52 55 57 24
3 2026-09-23 05 15 26 29 30 14
4 2026-09-21 02 07 09 17 58 20
5 2026-09-19 18 30 41 45 68 10
6 2026-09-16 02 21 24 25 64 07
7 2026-09-14 19 20 57 61 67 22
8 2026-09-12 14 16 23 58 69 03
9 2026-09-09 09 40 42 55 65 23
10 2026-09-07 15 19 28 39 56 03
11 2026-09-05 15 40 47 53 59 09
12 2026-09-02 03 10 29 58 64 14
13 2026-08-31 11 17 25 37 49 10
14 2026-08-29 18 56 62 65 67 18
15 2026-08-26 12 32 45 50 58 02
16 2026-08-24 03 16 33 38 68 02
17 2026-08-22 13 31 54 57 65 23
18 2026-08-19 10 21 58 61 64 17
19 2026-08-17 08 15 25 49 65 22
20 2026-08-15 05 08 27 29 63 13
来源：https://www.powerball.com/previous-results?gc=powerball｜数据获取于2026-09-30 15:19
Statistical Report
统计范围：2026-08-15至2026-09-28共20期（仅含2015-10-07新规则期号）｜数据来源：powerball.com｜生成时间：2026-09-30 15:19
White balls — Top 10 hot: 58 (5×), 15, 29, 65 (4× each), 17, 21, 25, 40, 49, 57 (3× each)
White balls — Bottom 10 cold (0 appearances in scope): 34, 35, 36, 43, 44, 46, 48, 51, 60, 66 — these, plus 13 other numbers, carry the maximum current omission of 20 draws within this scope.
Red Powerball — Top 10 hot: 02, 03, 07, 10, 14, 22, 23 (2× each), 09, 13, 17 (1× each)
Red Powerball — Bottom 10 cold (0 appearances): 06, 08, 11, 12, 15, 16, 19, 21, 25, 26 — all with current omission of 20 within scope.
Odd/even ratio (white balls): 2:3 → 8 draws (40.0%) · 4:1 → 6 (30.0%) · 3:2 → 4 (20.0%) · 5:0 → 1 (5.0%) · 1:4 → 1 (5.0%)
Sum distribution (white-ball total, bins of 20): 200–219: 5 (25.0%) · 120–139: 3 (15.0%) · 140–159: 3 (15.0%) · 160–179: 2 (10.0%) · 180–199: 2 (10.0%) · 220–239: 2 (10.0%) · 80–99 / 100–119 / 260–279: 1 each (5.0%). Observed range: 80–279.
Zone distribution (7 zones, share of all 100 white-ball appearances): 1–10: 13.0% · 11–20: 19.0% · 21–30: 17.0% · 31–40: 9.0% · 41–50: 10.0% · 51–60: 16.0% · 61–69: 16.0%
Consecutive & repeating numbers: 3 of 20 draws (15.0%) contained at least one consecutive pair. Compared with the immediately previous draw: 0 repeating white balls in 17 draws (89.47%), 1 repeat in 2 draws (10.53%), 2+ repeats: never.
Note: with only 20 draws the sample is small, so hot/cold readings fluctuate heavily — full per-number frequency and omission tables are in the Excel workbook. If you'd like, I can extend the statistics to the last 100 or 500 draws.
These statistics present historical data objectively and do not constitute any advice regarding lottery purchases; please approach lottery games in a rational manner.
Excel Files
Draw-records workbook — Powerball_记录_2026-08-15_2026-09-28_共20期.xlsx: all 20 draws with date, five white balls (two-digit aligned), red Powerball, and source link.
Statistics workbook — Powerball_Statistics_Recent 20 Draws_20260930.xlsx: 5 sheets covering overview, hot/cold trends and missed numbers for white balls, hot/cold trends and missed numbers for red balls, distribution statistics (odd/even – total sum – ranges), and consecutive/ duplication numbers.
powerball-data-assistant.pdf
PDF · document
Example file from a real run - the skill writes it into your workspace.
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What you get
About this skill
Finding reliable Powerball data often leads to broken links, manual data entry, or stale results. This skill provides a programmable way to retrieve, validate, and analyze US Powerball lottery draws with strict adherence to official sources and rules. It eliminates the risk of using outdated draw matrices by enforcing the 2015 rule-change cutoff and performs multi-step freshness checks against the current real-world date.
What it does
- Live Draw Retrieval fetches the latest winning numbers, specific historical dates, or ranges of draws from official state APIs.
- Statistical Analysis calculates hot/cold numbers, omission values, odd-even ratios, sum distributions, and zone distributions.
- Data Validation automatically verifies that every retrieved draw follows the 5+1 format (white balls 1-69, red ball 1-26) and flags legacy rule periods.
- Excel Export generates structured .xlsx files for both raw draw records and multi-sheet statistical reports.
- Freshness Auditing runs mandatory date-anchoring checks to ensure "latest" requests never return stale data from model memory.
How it works
- Anchor Date: The skill determines the expected draw date based on the current system time (Mon/Wed/Sat).
- Retrieve & Validate: It queries official sources like the NY State Open Data API and runs a validation script to filter errors or stale entries.
- Analyze: If requested, it processes the validated JSON data through a dedicated statistics engine.
- Deliver: Results are output as formatted Markdown with source links, or exported as Excel files.
Frameworks & tools
This skill utilizes python3 for data processing, the Socrata (data.ny.gov) API for official records, and dedicated scripts for statistical modeling and Excel generation.
Why this beats prompting it yourself
Standard LLMs frequently hallucinate lottery numbers or use outdated 2015-era rules (59 white balls) for current analysis. This skill enforces a hard data-lineage block, mandates clickable source links for every draw, and uses external scripts to ensure mathematical precision in statistical reporting.
Use cases
- Generating a comprehensive 100-draw statistical report for trend analysis.
- Exporting historical Powerball data to Excel for custom local research.
- Verifying the latest winning numbers with guaranteed source-backed accuracy.
- Auditing the frequency and "omission" counts of specific number zones.
Known limitations
Does not predict or recommend numbers. Supports only US Powerball. Requires active internet access for real-time draw retrieval. Multi-draw statistics are limited to a maximum of 500 periods.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
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