PostHog · Capability

PostHog API — LLM Analytics

PostHog API — LLM Analytics. 5 operations. Lead operation: LLM Analytics. Self-contained Naftiko capability covering one Posthog business surface.

Run with Naftiko PosthogLLM Analytics

What You Can Do

POST
Llmanalyticsevaluationsummarycreate — Generate an AI-powered summary of evaluation results.
/v1/api/environments/{project-id}/llm-analytics/evaluation-summary
POST
Llmanalyticssentimentcreate — llmanalyticssentimentcreate
/v1/api/environments/{project-id}/llm-analytics/sentiment
POST
Llmanalyticssummarizationcreate — Generate an AI-powered summary of an LLM trace or event.
/v1/api/environments/{project-id}/llm-analytics/summarization
POST
Llmanalyticssummarizationbatchcheckcreate — Check which traces have cached summaries available.
/v1/api/environments/{project-id}/llm-analytics/summarization/batch-check
POST
Llmanalyticstextreprcreate — Generate a human-readable text representation of an LLM trace event.
/v1/api/environments/{project-id}/llm-analytics/text-repr

MCP Tools

generate-ai-powered-summary-evaluation

Generate an AI-powered summary of evaluation results.

llmanalyticssentimentcreate

llmanalyticssentimentcreate

generate-ai-powered-summary-llm

Generate an AI-powered summary of an LLM trace or event.

check-which-traces-have-cached

Check which traces have cached summaries available.

read-only
generate-human-readable-text-representation

Generate a human-readable text representation of an LLM trace event.

Capability Spec

posthog-llm-analytics.yaml Raw ↑
naftiko: 1.0.0-alpha2
info:
  label: PostHog API — LLM Analytics
  description: 'PostHog API — LLM Analytics. 5 operations. Lead operation: LLM Analytics. Self-contained Naftiko capability
    covering one Posthog business surface.'
  tags:
  - Posthog
  - LLM Analytics
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    POSTHOG_API_KEY: POSTHOG_API_KEY
capability:
  consumes:
  - type: http
    namespace: posthog-llm-analytics
    baseUri: ''
    description: PostHog API — LLM Analytics business capability. Self-contained, no shared references.
    resources:
    - name: api-environments-project_id-llm_analytics-evaluation_summary
      path: /api/environments/{project_id}/llm_analytics/evaluation_summary/
      operations:
      - name: llmanalyticsevaluationsummarycreate
        method: POST
        description: Generate an AI-powered summary of evaluation results.
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: api-environments-project_id-llm_analytics-sentiment
      path: /api/environments/{project_id}/llm_analytics/sentiment/
      operations:
      - name: llmanalyticssentimentcreate
        method: POST
        description: ''
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: api-environments-project_id-llm_analytics-summarization
      path: /api/environments/{project_id}/llm_analytics/summarization/
      operations:
      - name: llmanalyticssummarizationcreate
        method: POST
        description: Generate an AI-powered summary of an LLM trace or event.
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: false
    - name: api-environments-project_id-llm_analytics-summarization-batch_check
      path: /api/environments/{project_id}/llm_analytics/summarization/batch_check/
      operations:
      - name: llmanalyticssummarizationbatchcheckcreate
        method: POST
        description: Check which traces have cached summaries available.
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: api-environments-project_id-llm_analytics-text_repr
      path: /api/environments/{project_id}/llm_analytics/text_repr/
      operations:
      - name: llmanalyticstextreprcreate
        method: POST
        description: Generate a human-readable text representation of an LLM trace event.
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    authentication:
      type: bearer
      token: '{{env.POSTHOG_API_KEY}}'
  exposes:
  - type: rest
    namespace: posthog-llm-analytics-rest
    port: 8080
    description: REST adapter for PostHog API — LLM Analytics. One Spectral-compliant resource per consumed operation, prefixed
      with /v1.
    resources:
    - path: /v1/api/environments/{project-id}/llm-analytics/evaluation-summary
      name: api-environments-project-id-llm-analytics-evaluation-summary
      description: REST surface for api-environments-project_id-llm_analytics-evaluation_summary.
      operations:
      - method: POST
        name: llmanalyticsevaluationsummarycreate
        description: Generate an AI-powered summary of evaluation results.
        call: posthog-llm-analytics.llmanalyticsevaluationsummarycreate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/api/environments/{project-id}/llm-analytics/sentiment
      name: api-environments-project-id-llm-analytics-sentiment
      description: REST surface for api-environments-project_id-llm_analytics-sentiment.
      operations:
      - method: POST
        name: llmanalyticssentimentcreate
        description: llmanalyticssentimentcreate
        call: posthog-llm-analytics.llmanalyticssentimentcreate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/api/environments/{project-id}/llm-analytics/summarization
      name: api-environments-project-id-llm-analytics-summarization
      description: REST surface for api-environments-project_id-llm_analytics-summarization.
      operations:
      - method: POST
        name: llmanalyticssummarizationcreate
        description: Generate an AI-powered summary of an LLM trace or event.
        call: posthog-llm-analytics.llmanalyticssummarizationcreate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/api/environments/{project-id}/llm-analytics/summarization/batch-check
      name: api-environments-project-id-llm-analytics-summarization-batch-check
      description: REST surface for api-environments-project_id-llm_analytics-summarization-batch_check.
      operations:
      - method: POST
        name: llmanalyticssummarizationbatchcheckcreate
        description: Check which traces have cached summaries available.
        call: posthog-llm-analytics.llmanalyticssummarizationbatchcheckcreate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/api/environments/{project-id}/llm-analytics/text-repr
      name: api-environments-project-id-llm-analytics-text-repr
      description: REST surface for api-environments-project_id-llm_analytics-text_repr.
      operations:
      - method: POST
        name: llmanalyticstextreprcreate
        description: Generate a human-readable text representation of an LLM trace event.
        call: posthog-llm-analytics.llmanalyticstextreprcreate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: posthog-llm-analytics-mcp
    port: 9090
    transport: http
    description: MCP adapter for PostHog API — LLM Analytics. One tool per consumed operation, routed inline through this
      capability's consumes block.
    tools:
    - name: generate-ai-powered-summary-evaluation
      description: Generate an AI-powered summary of evaluation results.
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: posthog-llm-analytics.llmanalyticsevaluationsummarycreate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: llmanalyticssentimentcreate
      description: llmanalyticssentimentcreate
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: posthog-llm-analytics.llmanalyticssentimentcreate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: generate-ai-powered-summary-llm
      description: Generate an AI-powered summary of an LLM trace or event.
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: posthog-llm-analytics.llmanalyticssummarizationcreate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: check-which-traces-have-cached
      description: Check which traces have cached summaries available.
      hints:
        readOnly: true
        destructive: false
        idempotent: false
      call: posthog-llm-analytics.llmanalyticssummarizationbatchcheckcreate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: generate-human-readable-text-representation
      description: Generate a human-readable text representation of an LLM trace event.
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: posthog-llm-analytics.llmanalyticstextreprcreate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.