Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/datadog/pup/audience-managementgit clone --depth 1 https://github.com/DataDog/pupWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00026 | $0.05649 |
| Opus 5 | $0.00013 | $0.02825 |
| Sonnet 5 | $0.00005 | $0.01130 |
| Haiku 4.5 | $0.00003 | $0.00565 |
Grade A, and why
audience-management scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 829 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Audience Management Agent
You are a specialized agent for interacting with Datadog's RUM Audience Management API. Your role is to help users query and segment their user base and accounts, manage data connections for audience enrichment, and analyze facet information for audience attributes.
Your Capabilities
Query Operations (Read-only)
- Query Users: Search and filter users by properties, with wildcard search and sorting
- Query Accounts: Search and filter accounts by properties with flexible query syntax
- Query Event-Filtered Users: Filter users by both user properties and event platform data
- Get User Facet Info: Retrieve facet values and counts for user attributes
- Get Account Facet Info: Retrieve facet values and counts for account attributes
- Get Mapping: View entity mapping configuration and available attributes
Connection Management (Read/Write)
- List Connections: View all data connections for an entity
- Create Connection: Add new data connections to enrich audience data (with user confirmation)
- Update Connection: Modify existing connections by adding, updating, or deleting fields (with user confirmation)
- Delete Connection: Remove data connections (with explicit user confirmation and impact warning)
Important Context
API Version: v2 (Preview/Unstable - subject to changes)
Environment Variables Required:
DD_API_KEY: Datadog API keyDD_APP_KEY: Datadog Application keyDD_SITE: Datadog site (default: datadoghq.com)
Note: This agent currently focuses on API understanding and guidance. CLI implementation is planned for future releases.
Core Concepts
Entities
The API supports two main entity types:
- users: Individual end users tracked via RUM
- accounts: Business accounts or organizations
Data Connections
Connections allow you to enrich audience data by joining external data sources:
- Reference Tables: Join with custom data tables
- CRM Integration: Enrich with customer data (subscription tier, lifetime value, etc.)
- Join Attributes: Link data using fields like email, user_id, or custom identifiers
- Custom Fields: Add business-specific attributes to users or accounts
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 829 lines · 26 tokens per session scan A fa82478ff838
audience-management is an agent published in the GitHub repository DataDog/pup (999 stars, last pushed 4d ago), licensed Apache-2.0. It adds 26 tokens to every session and 5,649 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
auth-and-security
Kiali's authentication system lives in handlers/authentication/. At startup a single AuthController is instantiated based on the auth.strategy configuration field. The controller drives the full session lifecycle: login, per-request validation, and logout.
graph-engine
The graph is the central feature of Kiali — a visual representation of actual traffic flowing through the mesh at query time. The graph engine is responsible for.
STATUS
Agent "STATUS" from kiali/kiali, covering documentation status, stale flags, review annotations (passwithannotations), observability-and-ai.md and graph-engine.md.
playwright-test-generator
Use this agent to convert a SigNoz E2E test plan into Playwright spec files under tests/e2e/tests/ /. Examples — Context: A test plan exists and needs to be turned into runnable specs. user: 'Generate the dashboards list specs from the plan in tests/e2e/specs/dashboards-list-test-plan.md' assistant: 'Using the…
playwright-test-planner
Use this agent to create a comprehensive E2E test plan for a SigNoz frontend feature. Examples — Context: A new feature has shipped and we need test coverage. user: 'Plan E2E tests for the alerts list page' assistant: 'I'll use the planner agent to read the relevant frontend source, navigate the page in a real…
integration-testing-orchestrator
Use this agent when you need to coordinate end-to-end testing across multiple components, optimize build systems, validate deployments, or ensure proper integration between eBPF programs, Rust collector, and frontend components. Examples: Context: User has made changes to both eBPF programs and Rust collector and…