look_through

shallow

ai.greenlandai/greenlandai · Verify this server

The image stack — an ORDERED STACK of dated Sentinel-2 ARCHIVE stills of ONE site across a date range (the place across time). Pose = lat/lng OR entity_type+id (anchor), the same pose rule as `look_at`. `t0` (YYYY-MM-DD, on or after 2015-06-23) and optional `t1` (default today) bound the range; `max_frames` (1-12, default 6) cuts it into that many equal windows, ONE still per window — the newest scene ACQUIRED inside that window with cloud cover at or under `max_cloud` (0-100, default 20). Each frame says its own `as_of` (the SCENE's date — never the window, never your request), `cloud_cover`, `scene_id`, `provenance` (provider, source_tier "provider", freshness "archive", attribution, gsd_m 10, extent_km 5.12), its own `charged_joules`, and the still as `image_jpeg_base64`. A window with no cloud-free scene is an explicit `available:false` frame with `as_of:null` and `charged_joules:0` — NEVER a fabricated image, never a scene borrowed from another window. Satellite-still resolution (10 m), not street-level. It does NOT say what changed between frames. AGENT KEYS ONLY (a browser session is refused BEFORE any charge). SIDE EFFECTS: none beyond the charge — read-only; stills are cached by pose + scene date (look_at's cache). ⚠ CHARGING: priced PER STILL at look_at's price; the meter RESERVES for `max_frames` before the stack is fetched and SETTLES for the frames DELIVERED (no frame at all settles to 0; a 4xx releases the reservation). Quote first: `billing_quote("/api/v1/look.through")` with max_frames. The JSON carries top-level `charged_joules` (what you kept paying, all-in) and a `price` block (per_frame_base_joules, max_frames, frames_delivered); verify any charge with `billing_attempts`. Every call through this relay carries a fresh idempotency key, so a retry here is always a new charge.

100.0/100

1 trials · measured 2 days ago

look_through scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.greenlandai/greenlandai, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: look_through
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look_through — Vouch