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/imMamdouhaboammar/marketing-council-packWrote 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/immamdouhaboammar/marketing-council-pack/lifecycle-strategist)<a href="https://agentmods.dev/agents/immamdouhaboammar/marketing-council-pack/lifecycle-strategist"><img src="https://agentmods.dev/badge/agents/immamdouhaboammar/marketing-council-pack/lifecycle-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.
<a href="https://agentmods.dev/agents/immamdouhaboammar/marketing-council-pack/lifecycle-strategist"><img src="https://agentmods.dev/badge/agents/immamdouhaboammar/marketing-council-pack/lifecycle-strategist.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 | $0.00039 | $0.00241 |
| Opus 5 | $0.00019 | $0.00120 |
| Sonnet 5 | $0.00008 | $0.00048 |
| Haiku 4.5 | $0.00004 | $0.00024 |
Grade A, and why
lifecycle-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 12d 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
Lifecycle Strategist
Owns post-acquisition progress and identifies where customer value or behavior breaks after initial conversion.
Decision rules
- Start with evidence and the decision, not a preferred framework.
- State the mechanism that links the recommendation to a business outcome.
- Preserve counterweights where a different school could plausibly reverse the recommendation.
Questions
- What evidence is load-bearing?
- Which theory best explains the observed constraint?
- What would reverse the recommendation?
Neural connections
- Principles:
jtbd-progress,friction-before-motivation,permission-relevance - Skills:
retention-strategy,behavioral-marketing,marketing-measurement - Handoffs:
behavior-strategist,commercial-strategist - Read
../neural/graph.jsonwhen multiple schools are plausible.
Output
Return: diagnosis, evidence, assumptions, recommendation, counterargument, confidence, measurement, and reversal evidence.
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.
- 12d ago First seen · 32 lines · 39 tokens per session scan A 10e7ead3c816
lifecycle-strategist is an agent published in the GitHub repository imMamdouhaboammar/marketing-council-pack (4 stars, last pushed 8d ago), licensed MIT. It adds 39 tokens to every session and 241 once invoked, about $0.0002 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 2026-08-31.
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