manage-copilot-tracing

name

manage-copilot-tracing

description

Set up and configure Arize tracing for GitHub Copilot sessions. Use when users want to set up tracing, configure Arize AX or Phoenix for Copilot, enable/disable tracing, or troubleshoot tracing issues. Triggers on "set up copilot tracing", "configure Arize for Copilot", "configure Phoenix for Copilot", "enable copilot tracing", "setup-copilot-tracing", or any request about connecting GitHub Copilot to Arize or Phoenix for observability.

Setup Copilot Tracing

Configure OpenInference tracing for GitHub Copilot in VS Code Copilot. Spans are sent directly to the backend from hooks -- no background process or backend-specific dependencies are needed in the user's environment.

How to Use This Skill

This skill follows a decision tree workflow. Start by asking the user where they are in the setup process:

1. Do they already have credentials?

   • Yes -> Jump to Configure Settings
   • No -> Continue to step 2

2. Which backend do they want to use?

   • Phoenix (self-hosted) -> Go to Set Up Phoenix
   • Arize AX (cloud) -> Go to Set Up Arize AX

3. Are they troubleshooting?

   • Yes -> Jump to Troubleshoot

Important: Only follow the relevant path for the user's needs. Don't go through all sections.

Set Up Phoenix

Phoenix is self-hosted. No Python dependencies are needed for tracing -- spans are sent directly via send_span() using stdlib urllib.

Install Phoenix

Ask if they already have Phoenix running. If not, walk through:

# Option A: pip
pip install arize-phoenix && phoenix serve

# Option B: Docker
docker run -p 6006:6006 arizephoenix/phoenix:latest

Phoenix UI will be available at http://localhost:6006. Confirm it's running:

curl -sf http://localhost:6006/v1/traces >/dev/null && echo "Phoenix is running" || echo "Phoenix not reachable"

Then proceed to Configure Settings with the Phoenix endpoint.

Set Up Arize AX

Arize AX is available as a SaaS platform or as an on-prem deployment. Users need an account, a space, and an API key.

First, ask the user: "Are you using the Arize SaaS platform or an on-prem instance?"

• SaaS -> Uses the default endpoint (otlp.arize.com:443). Continue below.
• On-prem -> The user will need to provide their custom OTLP endpoint (e.g., otlp.mycompany.arize.com:443). Ask for it and note it for the Configure Settings step.

1. Create an account

If the user doesn't have an Arize account:

• SaaS: Sign up at https://app.arize.com/auth/join
• On-prem: Contact their administrator for access to the on-prem instance

2. Get Space ID and API key

Walk the user through finding their credentials:

1. Log in to their Arize instance (https://app.arize.com for SaaS, or their on-prem URL)
2. Click Settings (gear icon) in the left sidebar
3. The Space ID is shown on the Space Settings page
4. Go to the API Keys tab
5. Click Create API Key or copy an existing one

Both api_key and space_id are required for the shared config.

No Python dependencies are needed. Both Phoenix and Arize AX use HTTP/JSON -- no additional Python dependencies are needed.

Then proceed to Configure Settings. If the user is on an on-prem instance, remind them to provide their custom endpoint.

Configure Settings

Important: Users must run this setup before tracing will work. The send_span() function requires ~/.arize/harness/config.json to exist for backend credential resolution.

Ask the user for:

1. Backend choice: Phoenix or Arize AX
2. Credentials (only if no existing config):
   • Phoenix: endpoint URL (default: http://localhost:6006), optional API key
   • Arize AX: API key and Space ID
3. OTLP Endpoint (Arize AX only, optional): For hosted Arize instances using a custom endpoint. Defaults to otlp.arize.com:443.
4. Project name (optional): defaults to "copilot", stored under harnesses.copilot.project_name
5. User ID (optional): Set ARIZE_USER_ID env var to identify spans by user (useful for teams)

Write the config

The config file at ~/.arize/harness/config.json is the single source of truth for backend credentials and per-harness settings. Create the directory structure if needed: mkdir -p ~/.arize/harness/{bin,run,logs,state/copilot}

Important: read-merge-write. If ~/.arize/harness/config.json already exists, read it first, then merge in the new or updated fields (e.g., add/update the harnesses.copilot entry) while preserving existing backend credentials. Only prompt for backend credentials if no existing config is found.

Phoenix:

{
  "harnesses": {
    "copilot": {
      "project_name": "copilot",
      "target": "phoenix",
      "endpoint": "<endpoint>",
      "api_key": ""
    }
  }
}

Arize AX:

{
  "harnesses": {
    "copilot": {
      "project_name": "copilot",
      "target": "arize",
      "endpoint": "otlp.arize.com:443",
      "api_key": "<key>",
      "space_id": "<id>"
    }
  }
}

If the user has a custom OTLP endpoint, set it in harnesses.copilot.endpoint.

Activate Copilot hooks

Copilot hooks are registered in a single .github/hooks/hooks.json file. Create it (or merge Arize entries into it if it already exists):

{
  "hooks": {
    "SessionStart":      [{"type": "command", "command": "~/.arize/harness/venv/bin/arize-hook-copilot-session-start"}],
    "UserPromptSubmit":  [{"type": "command", "command": "~/.arize/harness/venv/bin/arize-hook-copilot-user-prompt"}],
    "PreToolUse":        [{"type": "command", "command": "~/.arize/harness/venv/bin/arize-hook-copilot-pre-tool"}],
    "PostToolUse":       [{"type": "command", "command": "~/.arize/harness/venv/bin/arize-hook-copilot-post-tool"}],
    "Stop":              [{"type": "command", "command": "~/.arize/harness/venv/bin/arize-hook-copilot-stop"}],
    "SubagentStop":      [{"type": "command", "command": "~/.arize/harness/venv/bin/arize-hook-copilot-subagent-stop"}]
  }
}

All command values should be absolute paths to the venv binary (e.g. ~/.arize/harness/venv/bin/arize-hook-copilot-<event>).

Validate

1. Config exists: Run cat ~/.arize/harness/config.json to verify the config file exists and has correct backend credentials.
2. Phoenix (if applicable): Run curl -sf <endpoint>/v1/traces >/dev/null to check connectivity.
3. Hooks active: Verify .github/hooks/hooks.json exists in the project root and each command path is the absolute venv binary path.
4. Quick dry-run test (optional):

   echo '{"hookEventName":"PreToolUse","tool_name":"test"}' | ARIZE_DRY_RUN=true arize-hook-copilot-pre-tool
   

Confirm

Tell the user:

• Config saved to ~/.arize/harness/config.json
• Copilot hooks activated via .github/hooks/hooks.json
• Spans are sent directly to the backend from hooks -- no background process needed
• After saving, open a new Copilot session and traces will appear in their Phoenix UI or Arize AX dashboard under the project name
• Mention ARIZE_DRY_RUN=true to test without sending data (set as env var before launching Copilot)
• Mention ARIZE_VERBOSE=true for debug output
• Errors are always written to ~/.arize/harness/logs/copilot.log; set ARIZE_VERBOSE=true in the shell before launching VS Code / Copilot CLI to also capture routine hook activity

Hook Events

Copilot fires 6 hook events. Each event maps to a span:

Event	Span Name	Kind	Description
SessionStart	Session Start	CHAIN	Session initialization
UserPromptSubmit	User Prompt	CHAIN	User prompt text
PreToolUse	Tool: {name}	TOOL	Tool start; must print permission response to stdout
PostToolUse	Tool: {name}	TOOL	Tool result
Stop	Agent Stop	LLM	Per-turn completion; transcript at ~/.copilot/session-state/<session_id>/events.jsonl is parsed for model name, prompt, and tool-call count
SubagentStop	Subagent: {id}	CHAIN	Subagent completion

PreToolUse permission response

The pre-tool handler must print a permission response to stdout:

{"hookSpecificOutput": {"hookEventName": "PreToolUse", "permissionDecision": "allow"}}

All other handlers print {"continue": true}.

Troubleshoot

Problem	Fix
Traces not appearing	Verify config exists: cat ~/.arize/harness/config.json. Check hook log: tail -20 ~/.arize/harness/logs/copilot.log
Hooks not firing	Verify .github/hooks/hooks.json exists in the project root and each command path is the absolute venv binary path
PreToolUse blocking tools	Check the handler prints the correct permission JSON. Test: echo '{"hookEventName":"PreToolUse","tool_name":"test"}' | arize-hook-copilot-pre-tool
Config missing	Run the installer or create ~/.arize/harness/config.json manually (include harnesses.copilot section)
Phoenix unreachable	Verify Phoenix is running: curl -sf <endpoint>/v1/traces
Want to test without sending	Set ARIZE_DRY_RUN=true env var before launching Copilot
Want verbose logging	Set ARIZE_VERBOSE=true env var before launching Copilot
Wrong project name	Set harnesses.copilot.project_name in ~/.arize/harness/config.json (default: "copilot")
Spans missing user attribution	Set ARIZE_USER_ID env var before launching Copilot