Deployment, monitoring, logging and container tooling that an agent may need to operate or observe a system.
Check one public AWS, Google Cloud, Azure, DigitalOcean, or Linode service/location status source and return a terse agent-ready verdict.
Check Cloudflare's official status source for current incidents, component health, and scheduled maintenance before an agent retries, deploys, or escalates.
Point clouds — Two-measure correlation + Secondary-measure weighted mean: Two-measure correlation + Secondary-measure weighted mean for supplied point clouds records (point_count, file_mb). Up to 200 rows; 2 independent...
Validator uptime — Numeric interval filter + Keyed dataset comparison: Numeric interval filter + Keyed dataset comparison for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 indepe...
Validator uptime — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent re...
Service uptime — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison for supplied service uptime records (available_minutes, observed_minutes). Up to 200 rows; 2 independent r...
Service uptime — Trailing mean series + Explicit missing-value fill: Trailing mean series + Explicit missing-value fill for supplied service uptime records (available_minutes, observed_minutes). Up to 200 rows; 2 indepen...
Cloud usage imports — Exact row duplicates: Exact row duplicates for Cloud usage imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a s...
Returns normalized technology product candidates for LCG procurement workflows (cybersecurity, cloud, SaaS). Distinguishes catalog vs estimated vs quoted prices. Demo catalog seeded for tests — not live distributor inven...
get_recent_decisions Verified: 100% golden accuracy (78/78), 100% page-cited, UNKNOWN never charged, 100% uptime (24h), data as of 2026-10-26.
EPA Bulletins Live Two endangered-species pesticide use limitation areas for a coordinate and month: effective PULAs and attributes, cited to the BLT MapServer document with sha256. $0.10 per call in USDC. Verified: 100%...
Select a bounded grade 3-8 teaching move, practice and check for supported error patterns. Authored guidance; historical content owner-reviewed; bounded authored decision logic; no efficacy claim.
Given a container image reference and target runtime requirements, this service returns a strict, verifiable Docker deployment plan: pull/auth commands, run configuration, environment template, network/volume mounts, hea...
Will these two products work together, asked in plain language? Reads the device and the accessory out of a free-text question and resolves both against the catalogue. Returns the verdict with confidence, source, last-ve...
Given a role (traders, builders, brokers, investigators) or a task in plain words, returns the ordered call plan across the XH Arkham-intel endpoints, mapped to the use cases Arkham published (inflow/outflow monitoring,...
Validator uptime — Record quality audit + Daily sum series: Record quality audit + Daily sum series for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent reports using sh...
Validator uptime — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied validator uptime records (online_minutes, obser...
Validator uptime — Record quality audit + Trailing mean series: Record quality audit + Trailing mean series for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent reports...
Service uptime — Numeric distribution + Category frequencies: Numeric distribution + Category frequencies for supplied service uptime records (available_minutes, observed_minutes). Up to 200 rows; 2 independent reports u...
Validator uptime — Record quality audit + String normalisation + Duplicate key report: Record quality audit + String normalisation + Duplicate key report for supplied validator uptime records (online_minutes, observed_mi...
Validator uptime — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independ...
Validator uptime — Numeric distribution + Daily sum series: Numeric distribution + Daily sum series for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent reports using sh...
Service uptime — Record quality audit + String normalisation + IQR outlier flags: Record quality audit + String normalisation + IQR outlier flags for supplied service uptime records (available_minutes, observed_minutes)....
Validator uptime — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent re...