01Safety
30.0 / 30
What changed in the harness
Selection accuracy 96→96, token cost up 1%, unconfirmed writes 100%→100%.
Category breakdown
Where the score comes from.
Earned points across the four signals Gradable measures. Safety and Legibility are scored out of 30; Economics and Discoverability are scored out of 20.
02Legibility
26.8 / 30
03Economics
16.6 / 20
04Discoverability
18.8 / 20
Highest-impact fix
Estimated gain +3 pointsReduce the tool-definition and task token payload
Consolidate overlapping tools and trim repetitive schema text while preserving behavior, parameter, and return semantics.
Description evidence
Defects and rewrites.
8 defects found across the exposed tool descriptions. Suggested rewrites make purpose, inputs, boundaries, and returns easier for an agent to understand.
| Tool | Defect types | Suggested rewrite |
|---|---|---|
domain_shield |
no_return_description |
Domain security scan with VirusTotal malware detection (70+ antivirus engines). Checks SPF, DKIM, DMARC, SSL, MX, DNSSEC, and domain info. Returns a JSON report with 8 individual checks, an overall score from 0-100, and prioritized remediation recommendations. Price: $0.12 USDC on Base. |
company_xray |
no_return_description |
Company intelligence powered by People Data Labs + Hunter.io. Returns a JSON profile covering industry, employee count, revenue estimate, tech stack, verified email contacts, and social presence, aggregated from 9 data sources with an overall score from 0-100. Price: $0.15 USDC on Base. |
threat_pulse |
no_return_description |
Threat intelligence lookup with VirusTotal (70+ engines) + AbuseIPDB (30K+ community reporters) for an IP address or domain. Returns a JSON report covering blacklist status, reverse DNS, open ports, SSL analysis, and email security, aggregated from 7 sources with an overall score from 0-100. Price: $0.10 USDC on Base. |
compliance_check |
no_return_description |
IT security compliance audit for a domain, using Qualys SSL Labs grading plus checks for email auth, SSL/TLS, OWASP headers, cookies, privacy, DNSSEC, hosting, and data exposure. Returns a JSON report with letter grades for each of the 8 checks. Price: $0.15 USDC on Base. |
prospect_iq |
no_return_description |
Sales intelligence lookup for a company domain, powered by People Data Labs + Hunter.io. Returns a JSON report on web presence, tech stack, verified contacts, social signals, and contact readiness, aggregated from 7 sources with an overall score from 0-100. Price: $0.12 USDC on Base. |
sports_edge |
no_return_description |
Pre-game sports intelligence combining ESPN + The Odds API data with Claude AI synthesis for a given sport (and optional team filter). Returns a JSON report with live standings, odds comparison from 15+ bookmakers, and an AI-generated game analysis. Price: $0.12 USDC on Base. |
property_intel |
no_return_description |
Location intelligence lookup for a street address, using US Census Bureau + OpenWeather data. Returns a JSON report with geocoded coordinates, nearby amenities, schools, elevation, demographics, and a walkability assessment, aggregated from 7 sources with an overall score from 0-100. Price: $0.10 USDC on Base. |
health_signal |
no_return_description |
Health intelligence lookup for a drug name or food item, using NIH RxNorm drug interaction data plus FDA data; the type parameter selects drug, food, or auto-detect (default auto). Returns a JSON report with drug labels, adverse events, recalls, nutrition info, and drug-to-drug interactions with severity ratings, aggregated from 7 sources into a risk score from 0-100. Price: $0.10 USDC on Base. |
Selection evidence
Confusable tool pairs.
1 pair where similar names or overlapping descriptions may send an agent toward the wrong tool.
| Tool A | Tool B | Confidence | Why they collide |
|---|---|---|---|
company_xray |
prospect_iq |
high | Both tools take an identical single 'domain' input and are powered by the same data sources (People Data Labs + Hunter.io), overlapping heavily on tech stack, contacts, and social presence data; a task like 'get intelligence on this company's domain for outreach' plausibly maps to either, with only price and minor scope differences distinguishing them. |
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