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Technical Manuals — Reference Integrity Map
x402
Technical Manuals — Reference Integrity Map is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.035035/call, status unknown (last checked 2026-10-15).
Validates procedure dependency and parent declarations in technical manuals, detecting missing steps, cycles, and cross-manual or cross-edition reference edges.
Price / call$0.035035
Success—
StatusUnknown
How this service works
Check manual procedure dependency-parent declarations for missing steps, cycles and cross-manual/edition edges. No equipment actuation or judgment that a procedure is safe to perform. Offline typed nonpersonal metadata only. Result retention: 24 hours; minimal receipt metadata: 90 days.
Output
A structured integrity report listing: missing referenced steps, detected cyclic dependency paths, and cross-manual or cross-edition reference edges that are broken or unresolvable. No equipment actuation or safety judgment is included. Results are retained for 24 hours; minimal receipt metadata is kept for 90 days.
Example use cases
Cyclic dependency detection in maintenance manual
“I have a set of 20 procedure steps from our aircraft maintenance manual — can you scan them for any circular dependency chains or self-referencing loops? All data is synthetic and non-personal metadata.”
Cross-edition reference audit for manual update
“We just updated our maintenance manual to a new edition. Can you check these 15 procedure step declarations for any edges that still point to the old edition or to steps that no longer exist? Data class is synthetic, all non-personal metadata.”
Missing parent step detection in multi-manual set
“These 8 procedure steps reference parent steps across two different manuals — can you identify which parent declarations are missing or unresolvable? Mark it as public data and non-personal metadata only.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/context/technical-manuals/reference-integrity-map?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, offline, metadata-only integrity check on technical manual procedure dependency declarations — specifically to catch missing steps, cyclic references, or dangling cross-manual/cross-edition edges before publishing or executing procedures. It is not a substitute for live equipment validation or safety certification, and it does not persist personal data.
Side effects
- Input steps array is empty or exceeds 32 items — returns validation error
- nonpersonalMetadata field not set to true — request rejected
- Malformed step declarations missing required dependency fields — parsing error
- Cycle detection times out on highly complex graphs — partial result or timeout error
- dataClass enum value not recognized — schema validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| steps | array | |
| dataClass | string | |
| nonpersonalMetadata | boolean |
Tags
x402
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