PandaProbe CLI
One binary for traces, sessions, and evals. Works in your terminal, in scripts, or in CI.
Install CLI
Why CLI + Skill
Your terminal, your agent's terminal.
One binary gives you full access to PandaProbe by hand or by script. One skill teaches your coding agent to use it too.
One Binary, Every Workflow
Traces, sessions, evals, and monitors — the full PandaProbe API from a single pandaprobe binary. No SDK install required.
An Open Standard, Not a Plugin
The skill is a SKILL.md package built on the open Agent Skills standard. It works with Claude Code, Cursor, and any compliant tool.
Structured Output by Default
Every command returns JSON built for parsing — pipe it to jq, or add --format table when a human is reading.
Server-Side Filtering
Filter by status, tags, session, or time range on the server. Fetch exactly what you need, up to 200 results at a time.
Two Ways to Authenticate
Browser login mints a 90-day API key for Cloud. Self-hosted teams set an API key and endpoint directly.
The Skill Drives the CLI
The skill doesn't reimplement anything — it teaches your coding agent to call the exact same pandaprobe binary you'd use by hand.
How It Works
One binary, two ways in.
Run it yourself, or let your coding agent run it for you.
The skill doesn't reimplement the CLI — it's a SKILL.md package that teaches your coding agent how to install, authenticate, and drive pandaprobe commands on your behalf. Everything the CLI can do, your agent can now do too, in natural language.
Command groups
pandaprobe tracesList, inspect, and drill into spans
pandaprobe sessionsConversation & workflow records
pandaprobe evalsMetrics, runs, scores, monitors
pandaprobe authBrowser login or API key
pandaprobe configFlags → env → config file
pandaprobe completionbash, zsh, fish, powershell
Command Reference
Everything you need, at the prompt.
Four command groups cover the full PandaProbe API — from a terminal, a script, or your coding agent.
pandaprobe traces
List, inspect, and drill into spans.
Filter by status, session, user, tags, or time range. Drill into span-level detail by kind.
pandaprobe sessions
Conversation & workflow records.
List sessions with error, tag, or time filters. Sort by recency, trace count, latency, or cost.
pandaprobe evals
Metrics, runs, scores, and monitors.
Create trace or session eval runs, submit scores by hand, or schedule a recurring monitor.
auth · config
Authenticate and configure.
Browser login for Cloud, or set an API key and endpoint directly for self-hosted.
Quick Start
Install the CLI, then the skill.
The CLI is the foundation — install it first. The skill is optional, and teaches your coding agent to drive it for you.
PandaProbe Skill
Teaches Claude Code, Cursor, and other coding agents to drive the CLI for you — no manual setup.
Install SKILL
Q&A
Frequently asked questions
Everything you need to know about the PandaProbe CLI and Agent Skill.
Get Started