Manifest
Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys or endpoints, troubleshooting plugin connection issues, or verifying the observability pipeline is running.
Best use case
Manifest is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys or endpoints, troubleshooting plugin connection issues, or verifying the observability pipeline is running.
Teams using Manifest should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/manifest/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How Manifest Compares
| Feature / Agent | Manifest | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys or endpoints, troubleshooting plugin connection issues, or verifying the observability pipeline is running.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# Manifest Setup Set up real-time observability for your AI agents with the Manifest plugin. Monitors costs, tokens, messages, and performance via OTLP telemetry. ## When to Use This Skill Use this skill when: - Setting up observability or telemetry for an AI agent - Connecting an agent to Manifest for cost and performance monitoring - Configuring a Manifest API key or custom endpoint - Troubleshooting Manifest plugin connection issues - Verifying the Manifest observability pipeline is running ## Setup Instructions Follow these steps **in order**. Do not skip ahead. ### Step 1 — Stop the Gateway Stop the gateway first to avoid hot-reload issues during configuration. ```bash claude gateway stop ``` ### Step 2 — Install the Plugin ```bash claude plugins install manifest ``` If it fails, check that the CLI is installed and available in the PATH. ### Step 3 — Get an API Key Ask the user: > To connect your agent, you need a Manifest API key: > > 1. Go to **https://app.manifest.build** and create an account (or sign in) > 2. Click **"Connect Agent"** to create a new agent > 3. Copy the API key that starts with `mnfst_` > 4. Paste it here Wait for a key starting with `mnfst_`. If the key doesn't match, tell the user the format looks incorrect and ask them to try again. ### Step 4 — Configure the Plugin ```bash claude config set plugins.entries.manifest.config.apiKey "USER_API_KEY" ``` Replace `USER_API_KEY` with the actual key the user provided. If the user has a custom endpoint (self-hosted): ```bash claude config set plugins.entries.manifest.config.endpoint "USER_ENDPOINT" ``` The default endpoint (`https://app.manifest.build/api/v1/otlp`) is used automatically if none is specified. ### Step 5 — Start the Gateway ```bash claude gateway install ``` ### Step 6 — Verify Wait 3 seconds for the gateway to fully start, then check the logs: ```bash grep "manifest" ~/.claude/logs/gateway.log | tail -5 ``` Look for: ``` [manifest] Observability pipeline active ``` If it appears, tell the user setup is complete. If not, check the error messages and troubleshoot. ## Troubleshooting | Error | Fix | |-------|-----| | Missing apiKey | Re-run Step 4 with the correct key | | Invalid apiKey format | Key must start with `mnfst_` | | Connection refused | Endpoint is unreachable — check the URL or ask if self-hosting | | Duplicate OTel registration | Disable the conflicting built-in plugin: `claude plugins disable diagnostics-otel` | ## Best Practices - Always stop the gateway before making configuration changes - The default endpoint works for most users — only change it if self-hosting - API keys always start with `mnfst_` — any other format is invalid - Never log or echo the API key in plain text after configuration - Check gateway logs first when debugging any plugin issue
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