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opentelemetry-codex

Install and configure OpenTelemetry for Codex-oriented workflows, including OTLP exporter setup, collector endpoint wiring, and validation that traces/logs/metrics are emitted and stored under PROJECT_PATH/OpenTelemetry.

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SpecterOps/skills
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29 de maio de 2026 às 15:51
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SKILL.md
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name
opentelemetry-codex
description
Install and configure OpenTelemetry for Codex-oriented workflows, including OTLP exporter setup, collector endpoint wiring, and validation that traces/logs/metrics are emitted and stored under PROJECT_PATH/OpenTelemetry.
metadata
{"author":"GhostWorks"}
# OpenTelemetry Codex Use this skill when the operator asks to add OpenTelemetry (OTEL) instrumentation or telemetry export for Codex workflows in a repository. Direct trigger phrase: `Install OpenTelemetry`. ## Input Contract Accept input as: `PROJECT_PATH OTLP_ENDPOINT MODE` Mode: - `plan`: produce an implementation plan only - `execute` (default): apply configuration and validate telemetry emission Examples: - `$opentelemetry-codex /path/to/repo http://127.0.0.1:4318 execute` - `$opentelemetry-codex /path/to/repo https://otel-collector.internal:4318 plan` ## Preconditions 1. Confirm the target project is in scope for modification. 2. Detect project runtime/language before choosing instrumentation package(s). 3. Confirm an OTLP endpoint exists (collector or vendor gateway). 4. Configure Codex OTEL via `config.toml` blocks, not shell env vars. 5. Default local telemetry storage path is `PROJECT_PATH/OpenTelemetry`. ## Execution Workflow 1. Baseline inventory: - detect primary runtime and dependency manager, - identify existing telemetry/logging framework. - if `PROJECT_PATH/OpenTelemetry/install_opentelemetry.sh` exists, prefer it as the default implementation path for consistency across clones. 2. Configure Codex OTEL in `config.toml`: - `[otel]` - `service_name = "codex-agent"` (or project-specific service name) - `log_user_prompt = true` (when operator wants prompt logging) - `exporter = "otlp-http"` - `[otel.exporter."otlp-http"]` - `endpoint = "<OTLP_ENDPOINT>"` - `protocol = "json"` (use `binary` when compact transport is preferred) - Use supported exporter variants (`otlp-http`, `otlp-grpc`, `statsig`, `none`) and valid protocol values when applicable. - Do not rely on `OTEL_*` shell environment variables for primary wiring. 3. Install/Bootstrap (preferred path): - run `"$PROJECT_PATH/OpenTelemetry/install_opentelemetry.sh"` when available. - this should prepare the local runtime and ensure telemetry output files exist. 4. Add startup wiring so telemetry initializes at process start. - default runner should be `"$PROJECT_PATH/OpenTelemetry/run_codex_with_otel.sh"` for user-friendly operation. - when using an OpenTelemetry Collector, configure a `file` exporter writing to: - `"$PROJECT_PATH/OpenTelemetry/otel-logs.jsonl"` - `"$PROJECT_PATH/OpenTelemetry/otel-traces.jsonl"` (if traces are persisted locally) 5. Add a minimal smoke operation that should emit telemetry (single request/task run). 6. Validate: - process starts successfully, - OTEL exporter attempts/acknowledges delivery, - collector/backend receives signal data (trace/log/metric as available). - local files under `"$PROJECT_PATH/OpenTelemetry"` are created and non-empty when file export is enabled. 7. Document exact run commands and outputs for reproducibility. ## Codex Data Capture Guidance When instrumenting Codex workflows, capture at least: - command execution lifecycle (start/end/error), - task identifiers and branch/repo context, - high-level agent role labels (`planner`, `researcher`, etc.), - latency and status outcomes. Do not export secrets, raw credentials, or full sensitive payloads in spans/logs. Use redaction or attribute allow-lists for safety. ## Reporting Requirements For each implementation, include: - runtime and OTEL package(s) installed, - exact config changes (file paths and `config.toml` OTEL blocks), - local storage path used: `PROJECT_PATH/OpenTelemetry`, - verification commands and resulting output, - timestamp (UTC ISO 8601), - confirmed telemetry signals observed, - follow-up hardening recommendations.
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