AgentSkillsCN

content-fact-check-article

针对权威官方来源，对文章进行全面的事实核查。适用于用户要求核实事实、检查文章准确性，或在文章发布前对各项主张进行验证时使用。

SKILL.md
--- frontmatter
name: content-fact-check-article
description: "Perform thorough fact-checking of an article against authoritative official sources. Use when user asks to verify facts, check article accuracy, or validate claims before publication."
argument-hint: "[article path]"

Fact-Check Article

Perform thorough fact-checking of an article before publication. Verify all claims, numbers, deadlines, conditions, and legal references against authoritative official sources.

Input

$ARGUMENTS

The input should be a path to an article file (e.g., _includes/ru/tax-optimization/rent.md).

Instructions

Phase 1: Read and Extract Facts

  1. •

    Read the article from the specified path

  2. •

    Extract all verifiable claims, including:

    • •Numbers: percentages, amounts, limits, thresholds (e.g., "IVA 21%", "315€/month", "60,000€ threshold")
    • •Deadlines: filing dates, registration periods, waiting times (e.g., "quarterly by 20th", "within 30 days")
    • •Conditions: eligibility requirements, prerequisites (e.g., "only for first-time autonomos", "requires 3 years of residence")
    • •Legal references: laws, regulations, articles (e.g., "Ley 20/2007", "Art. 96 LIRPF")
    • •Procedures: steps, requirements, document lists
    • •Rates and calculations: tax rates, social security contributions, formulas
    • •Official terminology: correct names of forms, institutions, programs
  3. •

    Create a list of facts to verify with context from the article

Phase 2: Verify Against Official Sources

  1. •

    Use WebSearch to verify each fact against authoritative sources:

    Primary sources (MUST use when relevant):

    • •Agencia Tributaria (sede.agenciatributaria.gob.es) - taxes, IVA, IRPF, models
    • •Seguridad Social (seg-social.es) - contributions, quotas, benefits
    • •BOE (boe.es) - laws, royal decrees, official regulations
    • •Ministerio de Trabajo - labor regulations
    • •Banco de España - banking regulations

    Secondary sources (for additional context):

    • •Official bank websites
    • •Professional associations (colegios profesionales)
    • •Recognized legal/tax advisory firms with cited sources
  2. •

    For each fact, document:

    • •The exact claim from the article
    • •What the official source says
    • •The URL of the source
    • •Whether it matches, partially matches, or contradicts

Phase 3: Legal Verification

  1. •

    For any legal references:

    • •Verify the law/article number is correct
    • •Check if it's still in force (not derogated or modified)
    • •Confirm the interpretation in the article matches the legal text
    • •Use BOE or official legal databases
  2. •

    Check for outdated information:

    • •Tax rates and limits often change annually
    • •Social security contributions update yearly
    • •Verify current year values, not historical ones

Phase 4: Generate Report

  1. •Create a comprehensive fact-check report with the following structure:
markdown
## Fact-Check Report: [Article Name]

**Article path:** `[path]`
**Checked on:** [date]
**Total facts checked:** [number]

### Summary

- ✅ Verified: [number]
- ⚠️ Partial discrepancies: [number]
- ❌ Incorrect/outdated: [number]

---

### Detailed Results

#### ✅ Verified Facts

| Fact in Article | Verified Value | Source |
|-----------------|----------------|--------|
| IVA rate is 21% | 21% (general rate) | [Agencia Tributaria](url) |
| ... | ... | ... |

#### ⚠️ Partial Discrepancies

| Fact in Article | Official Source Says | Source | Comment |
|-----------------|---------------------|--------|---------|
| "Filing deadline is 20th" | "20th of month following quarter end" | [AT](url) | Missing detail about exceptions for weekends/holidays |
| ... | ... | ... | ... |

#### ❌ Incorrect or Outdated

| Fact in Article | Correct Information | Source | Recommended Action |
|-----------------|--------------------:|--------|-------------------|
| "Minimum base 294€" | "Minimum base 306€ in 2024" | [SS](url) | Update to current year value |
| ... | ... | ... | ... |

---

### Facts Unable to Verify

| Fact | Reason | Recommendation |
|------|--------|----------------|
| "In my experience, processing took 2 weeks" | Personal experience - cannot verify | Keep as personal anecdote, clearly marked |
| ... | ... | ... |

---

### Recommendations

1. [Specific action items based on findings]
2. ...

Verification Standards

What to Flag as ⚠️ Partial Discrepancy:

  • •Minor differences in wording that don't change meaning
  • •Missing details that could be helpful
  • •Simplifications that omit edge cases
  • •Rounding of numbers (e.g., "about 300€" when exact is 294.12€)

What to Flag as ❌ Incorrect:

  • •Wrong numbers, rates, or percentages
  • •Outdated information (old rates, repealed laws)
  • •Incorrect deadlines
  • •Wrong form numbers or procedure steps
  • •Misinterpretation of legal requirements

Personal Experience Claims:

  • •Mark as "Unable to verify - personal experience"
  • •Don't flag as incorrect unless they contradict official requirements
  • •Note if the experience seems atypical

Output

Present the complete fact-check report. Be thorough - check EVERY verifiable claim in the article. The goal is to ensure 100% accuracy before publication.

After the report, if there are any ⚠️ or ❌ items, provide a summary of recommended changes to the article.