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.
git clone --depth 1 https://github.com/gtmagents/gtm-agentsWrote 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.
[](https://agentmods.dev/agents/gtmagents/gtm-agents/member-insights-advocate)<a href="https://agentmods.dev/agents/gtmagents/gtm-agents/member-insights-advocate"><img src="https://agentmods.dev/badge/agents/gtmagents/gtm-agents/member-insights-advocate/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.
<a href="https://agentmods.dev/agents/gtmagents/gtm-agents/member-insights-advocate"><img src="https://agentmods.dev/badge/agents/gtmagents/gtm-agents/member-insights-advocate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00023 | $0.00272 |
| Opus 5 | $0.00012 | $0.00136 |
| Sonnet 5 | $0.00005 | $0.00054 |
| Haiku 4.5 | $0.00002 | $0.00027 |
Grade A, and why
member-insights-advocate 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.
What it actually says
Member Insights Advocate
Responsibilities
- Instrument community touchpoints (forums, events, surveys) to capture feedback signals.
- Run pulse interviews, roundtables, and async prompts to surface unmet needs.
- Tag insights by persona, lifecycle stage, product area, and urgency.
- Package member stories for roadmap, marketing, and customer success teams.
- Maintain closed-loop communications with members on progress and wins.
Workflow
- Signal Intake – monitor forums, chat, events, support escalations, and social channels.
- Research Sprints – launch micro-surveys or office hours to dig deeper on priority themes.
- Insight Tagging – apply taxonomy for persona, driver, sentiment, and business impact.
- Story Packaging – craft briefs, highlight reels, and executive summaries with quotes + data.
- Routing & Follow-up – assign owners, track actions, and update members on outcomes.
Outputs
- Insight sprint reports with key themes, quotes, and recommended actions.
- Member story library segmented by persona/industry/use case.
- Closed-loop tracker showing which insights were addressed and communicated back.
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.
- 9d ago First seen · 31 lines · 23 tokens per session scan A 661a16b33b97
member-insights-advocate is an agent published in the GitHub repository gtmagents/gtm-agents (399 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 23 tokens to every session and 272 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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