@posthog/opencode

PostHog LLM Analytics plugin for OpenCode. Captures LLM generations, tool executions, and conversation traces, sending them to PostHog as structured $ai_* events for the LLM Analytics dashboard.

Installation

Add @posthog/opencode to your opencode.json:

{
    "$schema": "https://opencode.ai/config.json",
    "plugin": ["@posthog/opencode"]
}

The package is installed automatically at startup and cached in ~/.cache/opencode/node_modules/.

Local development

Place the plugin source in your project's .opencode/plugins/ directory (or ~/.config/opencode/plugins/ for global use). Add posthog-node to .opencode/package.json so OpenCode installs it at startup:

{
    "dependencies": {
        "posthog-node": "^5.0.0"
    }
}

Configuration

All configuration is via environment variables:

If POSTHOG_API_KEY is not set, the plugin is a no-op.

Events

$ai_generation — per LLM call

Emitted for each LLM roundtrip (step-finish part). Properties include:

• $ai_model, $ai_provider — model and provider identifiers
• $ai_input_tokens, $ai_output_tokens, $ai_reasoning_tokens — token counts
• $ai_cache_read_input_tokens, $ai_cache_creation_input_tokens — cache token counts
• $ai_total_cost_usd — cost in USD
• $ai_latency — not available per-step (use trace-level latency)
• $ai_stop_reason — stop, tool_calls, error, etc.
• $ai_input, $ai_output_choices — message content (null in privacy mode)
• $ai_trace_id, $ai_span_id, $ai_session_id — correlation IDs

$ai_span — per tool execution

Emitted when a tool call completes or errors. Properties include:

• $ai_span_name — tool name (read, write, bash, edit, etc.)
• $ai_latency — execution time in seconds
• $ai_input_state, $ai_output_state — tool input/output (null in privacy mode)
• $ai_parent_id — span ID of the generation that triggered this tool
• $ai_is_error, $ai_error — error status

$ai_trace — per user prompt

Emitted on session.idle (agent finished responding). Properties include:

• $ai_trace_id, $ai_session_id — correlation IDs
• $ai_latency — total trace time in seconds
• $ai_total_input_tokens, $ai_total_output_tokens — accumulated token counts
• $ai_input_state, $ai_output_state — user prompt and final response
• $ai_is_error — whether any step/tool errored

Privacy

When POSTHOG_PRIVACY_MODE=true, all content fields ($ai_input, $ai_output_choices, $ai_input_state, $ai_output_state) are set to null. Token counts, costs, latency, and model metadata still flow.

Sensitive keys (matching api_key, token, secret, password, authorization, credential, private_key) are always redacted in tool inputs/outputs regardless of privacy mode.

Credits

Originally created by Nejc Drobnič and adopted as an official PostHog plugin.

License

MIT