# mydev-tools Reliability Analyze

> mydev-tools Reliability Analyze is a paid API for AI agents from api.mydev-tools.tech, paid per call via x402, $0.08/call, status unknown (last checked 2026-09-14).

Analyzes reliability patterns and habits to surface actionable intelligence about consistency and dependability over time.

## Facts

- Endpoint: POST https://api.mydev-tools.tech/agent/v1/reliability/analyze
- Price: $0.08/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/mydev-tools-reliability-analyze-90a9306b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_46Tdqy2eWqqVNBTLrwy_A

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability mydev-tools-reliability-analyze-90a9306b -d '<json body>'
```

Example prompt: Can you analyze my reliability patterns and give me a habit intelligence report on how consistent I've been with my daily routines over the past month?

## When to prefer this

Use this endpoint when you need to analyze the reliability or consistency dimension of habit data — specifically when you want a scored intelligence report on behavioral dependability rather than raw habit summaries or future planning. Prefer this over habits.analyze for reliability-focused scoring, and over habits.insights for deeper consistency pattern detection rather than general insight generation.

## Known failure modes

- Insufficient or malformed habit data returns a validation error
- Empty or missing input payload returns 400 Bad Request
- Payment not completed or underfunded USDC balance blocks the request
- Rate limiting may apply if too many calls are made in a short window
- Ambiguous or incomplete behavioral records may yield low-confidence scores

## How this service works

Operational reliability analysis for recurring tasks, jobs and pipelines: success rate, streak recovery, lapse risk and ranked remediation (USDC on Base).

## Output

Returns a reliability intelligence report including consistency scores, pattern breakdowns, and actionable insights derived from the submitted habit or behavioral data, helping users understand where they are dependable and where improvement is needed.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method",
    "bodyType",
    "body"
   ],
   "properties": {
    "body": {
     "type": "object",
     "required": [
      "tasks"
     ],
     "properties": {
      "tasks": {
       "type": "array",
       "items": {
        "type": "object",
        "required": [
         "name",
         "success_rate",
         "current_streak",
         "best_streak"
        ],
        "properties": {
         "name": {
          "type": "string"
         },
         "runs": {
          "type": "integer",
          "minimum": 0
         },
         "cadence": {
          "enum": [
           "continuous",
           "hourly",
           "daily",
           "weekly",
           "ad_hoc"
          ],
          "type": "string"
         },
         "critical": {
          "type": "boolean"
         },
         "risk_score": {
          "type": "number",
          "maximum": 1,
          "minimum": 0
         },
         "best_streak": {
          "type": "integer",
          "minimum": 0
         },
         "success_rate": {
          "type": "number",
          "maximum": 1,
          "minimum": 0
         },
         "latency_trend": {
          "enum": [
           "rising",
           "stable",
           "falling"
          ],
          "type": "string"
         },
         "current_streak": {
          "type": "integer",
          "minimum": 0
         },
         "p95_latency_ms": {
          "type": "number",
          "minimum": 0
         }
        }
       },
       "maxItems": 25,
       "minItems": 1
      },
      "system": {
       "type": "string",
       "maxLength": 120
      }
     },
     "description": "Recurring tasks, jobs or pipelines with their observed run history. Stateless: no identifier of any stored record is accepted. Price is per request, not per task — batch up to 25 into one call.",
     "additionalProperties": false
    },
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "POST"
     ],
     "type": "string"
    },
    "bodyType": {
     "enum": [
      "json",
      "form-data",
      "text"
     ],
     "type": "string"
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
… (truncated)
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "system": "billing-pipeline",
  "summary": {
   "failing": 0,
   "healthy": 0,
   "momentum": "deteriorating",
   "unstable": 1,
   "degrading": 0,
   "tasks_assessed": 1,
   "critical_at_risk": [
    "nightly-etl"
   ],
   "average_success_rate": 0.82,
   "average_reliability_score": 62
  },
  "watchouts": [
   "1 task(s) have a broken streak or a success rate below 80%."
  ],
  "assessments": [
   {
    "name": "nightly-etl",
    "grade": "unstable",
    "signals": [
     "Most recent run failed; the success streak is broken."
    ],
    "lapse_risk": 0.43,
    "streak_recovery": 0,
    "reliability_score": 62
   }
  ],
  "recommendations": [
   {
    "task": "nightly-etl",
    "action": "Fix the most recent failure before changing anything else, then confirm two consecutive successes.",
    "priority": 0.906,
    "rationale": "The streak is broken, so the last run is the freshest evidence available."
   }
  ]
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/mydev-tools-reliability-analyze-90a9306b/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.mydev-tools.tech](https://www.zero.xyz/host/api.mydev-tools.tech/llms.txt)