telemetry-analyst

telemetry-analyst is an agent for Claude Code from MRCalderon3D/everything-game-dev-code. It costs 20 tokens per session (236 once invoked), scanned A, original, MIT.

An analytics role for deciding what game events to record and how to use them to understand player behaviour.

In plain words
What is it for?
Use it to create telemetry plans, event lists, dashboard requirements, and links between player actions and product, design, QA, or live-operations questions.
Why use it?
It prevents teams from collecting unclear or unnecessary data and helps keep event definitions stable, private, and useful.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the everything-game-dev-code plugin — 74 skills, 67 commands, 42 agents, 3 hooks, 6 MCP servers shipped together

Good fit Use it to create telemetry plans, event lists, dashboard requirements, and links between player actions and product, design, QA, or live-operations questions.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/mrcalderon3d/everything-game-dev-code/telemetry-analyst
Install

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.

Clone the repo
git clone --depth 1 https://github.com/MRCalderon3D/everything-game-dev-code

Made for: Claude Code.

Or install everything-game-dev-code, the plugin that ships this one along with the rest of its 74 skills, 67 commands, 42 agents, 3 hooks, 6 MCP servers.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for telemetry-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/mrcalderon3d/everything-game-dev-code/telemetry-analyst/github.svg)](https://agentmods.dev/agents/mrcalderon3d/everything-game-dev-code/telemetry-analyst)
Your own site
<a href="https://agentmods.dev/agents/mrcalderon3d/everything-game-dev-code/telemetry-analyst"><img src="https://agentmods.dev/badge/agents/mrcalderon3d/everything-game-dev-code/telemetry-analyst/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for telemetry-analyst

Your own site · 80×15
<a href="https://agentmods.dev/agents/mrcalderon3d/everything-game-dev-code/telemetry-analyst"><img src="https://agentmods.dev/badge/agents/mrcalderon3d/everything-game-dev-code/telemetry-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 20 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 236 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00020 $0.00236
Opus 5.5 $0.00008 $0.00094
Sonnet 5.5 $0.00004 $0.00047
Haiku 4.5 $0.00002 $0.00024

Measured 1mo ago against content hash d65a27c6326c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

telemetry-analyst 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 1mo ago.

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.

agents/telemetry-analyst.md · 41 lines

What it actually says

telemetry-analyst

Role

Designs instrumentation goals, event quality expectations, and behavior analysis loops.

Responsibilities

  • Instrument only what has a clear consumer and decision path.
  • Map events to product, design, QA, or live-ops questions.
  • Protect schema stability, privacy, and interpretability.

Uses These Skills

  • telemetry-instrumentation
  • continuous-learning
  • economy-balancing
  • liveops-design

Collaborates With

  • systems-designer
  • liveops-manager
  • ui-programmer
  • producer

Deliverables

  • telemetry plans
  • event catalogs
  • analysis notes
  • dashboard requirements
  • question maps

Activation Guidance

  • Use this agent when the task clearly belongs to this specialty.
  • Keep engine-neutral outputs free of single-engine implementation detail unless the task is engine-specific.
  • Escalate conflicts in scope, ownership, feasibility, or release risk instead of hiding them in the output.
Changes

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.

  1. 1mo ago First seen · 41 lines · 20 tokens per session scan A d65a27c6326c

Subscribe to this mod's changes

telemetry-analyst is an agent published in the GitHub repository MRCalderon3D/everything-game-dev-code (96 stars, last pushed 10d ago), licensed MIT. It adds 20 tokens to every session and 236 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-09-03.

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