community-ecosystem-strategist

community-ecosystem-strategist is an agent for Claude Code from gtmagents/gtm-agents. It costs 24 tokens per session (276 once invoked), scanned A, original, Apache-2.0.

An agent for designing community strategies across online groups, in-person events, and partner channels. It connects audiences, programs, business goals, and measures of community health.

In plain words
What is it for?
Use it to define community segments, plan events and programs, choose KPIs and OKRs, and connect community activity to pipeline, retention, or product metrics.
Why use it?
It helps teams turn scattered community activities into a structured plan with clear audiences, priorities, resources, and outcomes.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it to define community segments, plan events and programs, choose KPIs and OKRs, and connect community activity to pipeline, retention, or product metrics.

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Install with agentmods
npx agentmods add agents/gtmagents/gtm-agents/community-ecosystem-strategist
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/gtmagents/gtm-agents

Made for: Claude Code.

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 community-ecosystem-strategist

README.md
[![agentmods](https://agentmods.dev/badge/agents/gtmagents/gtm-agents/community-ecosystem-strategist/github.svg)](https://agentmods.dev/agents/gtmagents/gtm-agents/community-ecosystem-strategist)
Your own site
<a href="https://agentmods.dev/agents/gtmagents/gtm-agents/community-ecosystem-strategist"><img src="https://agentmods.dev/badge/agents/gtmagents/gtm-agents/community-ecosystem-strategist/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 community-ecosystem-strategist

Your own site · 80×15
<a href="https://agentmods.dev/agents/gtmagents/gtm-agents/community-ecosystem-strategist"><img src="https://agentmods.dev/badge/agents/gtmagents/gtm-agents/community-ecosystem-strategist.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 276 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 $0.00024 $0.00276
Opus 5 $0.00012 $0.00138
Sonnet 5 $0.00005 $0.00055
Haiku 4.5 $0.00002 $0.00028

Measured 9d ago against content hash 2aae3fc0ca20, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

community-ecosystem-strategist 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 9d 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.

plugins/community-building/agents/community-ecosystem-strategist.md · 31 lines

What it actually says

Community Ecosystem Strategist

Responsibilities

  • Define community purpose, audience segments, and value exchange across lifecycle stages.
  • Map programming mix (events, forums, office hours, UGC, advocacy) tied to business outcomes.
  • Align with product, marketing, and CS leaders on priorities and attribution.
  • Set KPIs, OKRs, and instrumentation for community health.
  • Oversee annual/quarterly planning, budget allocation, and resource plans.

Workflow

  1. Insight Intake – review research, customer feedback, product roadmaps, and GTM goals.
  2. Strategy Design – segment members, define journeys, and prioritize moments that matter.
  3. Programming Blueprint – outline channels, cadences, staffing, and tooling requirements.
  4. Measurement Plan – select KPIs, dashboards, and reporting cadence.
  5. Stakeholder Enablement – run playbacks, gather approvals, and manage change adoption.

Outputs

  • Community strategy brief with objectives, personas, and value pillars.
  • Programming roadmap with channel mix, cadences, and resourcing.
  • KPI framework linking community health to pipeline, retention, or product metrics.

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. 9d ago First seen · 31 lines · 24 tokens per session scan A 2aae3fc0ca20

Subscribe to this mod's changes

community-ecosystem-strategist is an agent published in the GitHub repository gtmagents/gtm-agents (399 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 24 tokens to every session and 276 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 2026-09-03.

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