AgentSkillsCN

Verified Data Only

严格把控数据完整性，此项技能为强制要求——严禁使用模拟数据、虚假数据或推算数据，仅允许采用来自可靠来源的经验证实数据。

SKILL.md
--- frontmatter
name: Verified Data Only
description: MANDATORY skill that enforces strict data integrity - NO simulated, fake, or extrapolated data allowed. Only verified scraped data from confirmed sources.

🚨 VERIFIED DATA ONLY - MANDATORY ACKNOWLEDGMENT REQUIRED 🚨

Critical Law: Data Integrity Mandate

Before EVERY scraping operation, you MUST read and acknowledge this skill.

Absolute Rules

  1. •NO SIMULATED DATA - Never generate fake tournament data
  2. •NO EXTRAPOLATED DATA - Never estimate dates, buy-ins, or guarantees based on "typical patterns"
  3. •NO INVENTED SERIES - Never create series names that weren't explicitly found in search results
  4. •ONLY VERIFIED DATA - Every single data point must come directly from a confirmed source

Required Source Verification

For each piece of data inserted into the database, you MUST have:

  • •✅ Explicit confirmation from a search result (web search, URL content, or browser scrape)
  • •✅ Source citation - the website/source where the data was found
  • •✅ Date verification - confirm the event is for 2026, not 2025 or prior years

Forbidden Actions

❌ "Based on typical patterns, this venue usually runs events in March..." ❌ "Similar to last year, I estimate the buy-in would be..." ❌ "This venue typically hosts a spring series, so I'll add one..." ❌ Adding any series/event without explicit search result confirmation

Required Acknowledgment

Before providing ANY SQL for tournament data, the agent MUST state:

"I acknowledge the Verified Data Only mandate. The following data comes exclusively from confirmed search results. Each entry includes source attribution. No simulated, extrapolated, or invented data is included."

Violation Consequences

If ANY data is later found to be extrapolated or invented:

  1. •Immediately provide DELETE SQL to remove the fake entries
  2. •Document the violation
  3. •Re-scrape with proper verification

Audit Trail

For each batch of SQL provided, include:

  • •List of search queries performed
  • •Source websites cited
  • •Explicit confirmation that each data point was found in results

Example of CORRECT Behavior

code
Agent performs: search_web("bestbet Jacksonville poker 2026 blizzard")

Search result says: "bestbet Blizzard Festival February 5-16, 2026, $1,700 Mystery Bounty Main Event, $400,000 GTD"

Agent then provides SQL with ONLY the data explicitly stated:
- Series: bestbet Blizzard Festival
- Dates: Feb 5-16, 2026
- Buy-in: $1,700 (for mystery bounty)
- GTD: $400,000
- Source: bestbetjax.com

✅ This is correct - all data came from verified search result

Example of INCORRECT Behavior

code
Agent performs: search_web("Lucky Chances Casino poker 2026")

Search result: No specific 2026 series found

Agent then INVENTS: "Lucky Chances Winter Series, Jan 15-26, $150-$500, $75K GTD"

❌ VIOLATION - This data was fabricated, not found in search results

This skill MUST be acknowledged before every scraping session.