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 skills/lglucas/ai-dev-operating-system/research-wavesnpx skills add lglucas/ai-dev-operating-system --skill research-wavesgit clone --depth 1 https://github.com/lglucas/ai-dev-operating-systemWrote 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/skills/lglucas/ai-dev-operating-system/research-waves)<a href="https://agentmods.dev/skills/lglucas/ai-dev-operating-system/research-waves"><img src="https://agentmods.dev/badge/skills/lglucas/ai-dev-operating-system/research-waves.svg" alt="Measured on agentmods" 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 | $0.00117 | $0.00181 |
| Opus 5 | $0.00059 | $0.00090 |
| Sonnet 5 | $0.00023 | $0.00036 |
| Haiku 4.5 | $0.00012 | $0.00018 |
Grade A, and why
research-waves 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 6d 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
Research Waves Skill
Use for the 3-wave research and validation process.
Wave 1: competitor research and market research. Wave 2: Devil's Advocate, Business/Finance Red Team, Technical/Security Red Team. Wave 3: Coordinator consolidation and Copywriter BP generation.
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.
- 6d ago First seen · 13 lines · 117 tokens per session scan A 7ed7c2ac2755
research-waves is a skill published in the GitHub repository lglucas/ai-dev-operating-system (11 stars, last pushed 27d ago), licensed MIT. It adds 117 tokens to every session and 181 once invoked, about $0.0006 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.
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