Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Evidence citation and domain scope standards for Neo4j subagents. Prevents hallucination and ensures audit trail.
.claude/skills/majiayu000-evidence-standards/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -43% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 19% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -22% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -2% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 264% | 0% |
Each agent queries ONLY its designated node types:
| Agent | Allowed Nodes | NOT Allowed | |-------|---------------|-------------| | neo4j-report | Report, ExtractedSectionContent, ExhibitContent | News, Transcript, Fact | | neo4j-news | News | Report, Transcript, Fact | | neo4j-transcript | Transcript, QAExchange, PreparedRemark | Report, News, Fact | | neo4j-xbrl | Fact, Concept, Dimension, Member | Report, News, Transcript | | neo4j-entity | Company, Sector, Industry, Dividend, Split | Report, News, Fact |
If asked for data outside your domain: Respond "This requires correct-agent] agent" and do not query.
All returned data MUST include source verification.
Template: {metric}: {value} (Source: {NodeType}:{identifier}, {date})
Report:
Actual EPS: $2.03 (Source: Report:0001104659-24-098778/EX-99.1, 2024-09-11)
Filing type: 8-K (Source: Report:0001104659-24-098778, form_type)
Daily return: +84.14% (Source: Report:0001104659-24-098778, pf.daily_stock)News:
Headline: "PLCE beats estimates by 127%" (Source: News:benzinga-456789, 2024-09-11)
Consensus EPS: $-0.19 (Source: News:streetinsider-123, 2024-09-10)Transcript:
CEO guidance: "Expect continued margin expansion" (Source: Transcript:PLCE-Q2-FY2024/PreparedRemarks, 2024-09-12)
Analyst question: "What about inventory levels?" (Source: Transcript:PLCE-Q2-FY2024/QA#3, 2024-09-12)XBRL:
Q2 Revenue: $345.6M (Source: Fact:us-gaap:Revenues/10-Q:0001234567-24-000123, 2024-06-30)
Basic EPS: $0.85 (Source: Fact:us-gaap:EarningsPerShareBasic/10-Q:0001234567-24-000123, 2024-06-30)Entity:
Dividend: $0.50/share (Source: Dividend:PLCE/2024-09-15, declaration_date)
Stock split: 2:1 (Source: Split:PLCE/2024-01-15, execution_date)
Market cap: $128M (Source: Company:PLCE, mkt_cap)$2.03 not ~$2, 84.14% not about 84%.Example:
The main agent can verify any citation by:
This ensures audit trail and prevents hallucination.
Thoroughness: Exhaust your domain. If sparse (<3 items for news, or expected data missing for other domains), expand search. Surface conflicts with both sources—don't resolve.
PIT: If [PIT: datetime] specified, all results must predate it.
Response:
## Results
<citations per format above; conflicts show both values>
## Coverage (required)
Must include: what searched, count found, gaps, PIT status.
Example: Searched: ±5 days, fulltext "guidance" | Found: 7 | Gaps: no consensus | PIT: n/a
(Natural language variants acceptable if all elements present)Other measured skills in the registry, with their headline benchmark lift.