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 skills add liqiongyu/lenny_skills_plus --skill product-operationsgit clone --depth 1 https://github.com/liqiongyu/lenny_skills_plusWrote 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/liqiongyu/lenny_skills_plus/product-operations)<a href="https://agentmods.dev/skills/liqiongyu/lenny_skills_plus/product-operations"><img src="https://agentmods.dev/badge/skills/liqiongyu/lenny_skills_plus/product-operations/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/skills/liqiongyu/lenny_skills_plus/product-operations"><img src="https://agentmods.dev/badge/skills/liqiongyu/lenny_skills_plus/product-operations.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 | $0.00021 | $0.02185 |
| Opus 5.5 | $0.00008 | $0.00874 |
| Sonnet 5.5 | $0.00004 | $0.00437 |
| Haiku 4.5 | $0.00002 | $0.00218 |
Grade A, and why
product-operations 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 2mo 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.
How it starts
The opening of the file, as written. The whole thing — 141 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Product Operations
Scope
Covers
- Defining a Product Ops charter that clarifies accountability, boundaries, and “how we work”
- Building systems that help PMs thrive: cadences, standardized artifacts, and decision support (not decision-making)
- Creating cross-functional interfaces (Product ↔ Ops/Sales/CS/Eng/Data/Support) to reduce friction and surprises
- Standing up an insights pipeline (qual + quant) so product teams get the right signals at the right time
- Operationalizing shipping + enablement: release readiness, internal comms, training, and feedback loops
When to use
- “We need Product Ops—define what it is here and what it owns.”
- “Our product team is scaling; we need standard roadmaps/check-ins and better operating cadence.”
- “PMs are drowning in coordination; set up a system to reduce overhead.”
- “Create a release enablement process (readiness, comms, training, feedback).”
- “We need a repeatable insights → decisions pipeline across Product/CS/Sales.”
When NOT to use
- You need to choose what to build (use
prioritizing-roadmap/defining-product-vision) - You need to define metrics/OKRs from scratch (use
writing-north-star-metrics/setting-okrs-goals) - You need to write a decision-ready PRD (use
writing-prds) or build-ready spec (usewriting-specs-designs) - You need deep customer discovery, interviews, or usability testing (use
conducting-user-interviews/usability-testing) - You need to design a single team's rituals (standup, retro, planning) rather than an org-wide operating system (use
team-rituals) - You need to improve one specific meeting's format and facilitation (use
running-effective-meetings) - You need to plan and execute a specific product launch (use
shipping-products)
Inputs
Minimum required
- Product org context: stage, team shape, main frictions (“what’s breaking at scale?”)
- Current planning/shipping rhythm (if any): roadmap/OKR cadence, release process, comms touchpoints
- Primary stakeholders: Product/Eng/Data/Ops/Sales/CS/Support + decision owners
- Desired outcomes: what should be easier/faster/clearer after Product Ops exists
- Constraints: compliance/privacy, tooling limits, resourcing, timelines
What ships with it
13 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- eval/eval_config.json 467 B
- eval/SHOWCASE.md 4.7 KB
- eval/with_skill.md 25 KB
- eval/without_skill.md 15 KB
- README.md 1.8 KB
- references/CHECKLISTS.md 1.8 KB
- references/EXAMPLES.md 1.1 KB
- references/INTAKE.md 1.8 KB
- references/RUBRIC.md 2.1 KB
- references/SOURCE_SUMMARY.md 1.7 KB
- references/TEMPLATES.md 3.7 KB
- references/WORKFLOW.md 3.0 KB
- skillpack.json 378 B
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.
- 2mo ago First seen · 141 lines · 21 tokens per session scan A 24bdd0853403
product-operations is a skill published in the GitHub repository liqiongyu/lenny_skills_plus (53 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 21 tokens to every session and 2,185 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.
product-operations compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| product-operationsliqiongyu/lenny_skills_plus | Skill | 53 | 5mo ago | Apache-2.0 | A | 21 | Claude Code, Codex |
| happiness-skillkangarooking/cangjie-skill | Skill | 12k | 1mo ago | MIT | A | 136 | Claude Code, Codex |
| setup-matt-pocock-skillsdevcxl/mattpocock-skills-zh | Skill | 530 | 3d ago | MIT | A | 43 | Claude Code, Codex |
| pixel-art-studioAnastasiyaW/codex-claude-code-config | Skill | 214 | yesterday | MIT | A | 349 | Claude Code |
| config-validatorjmagly/aiwg | Skill | 229 | yesterday | MIT | A | 15 | Claude Code, Codex |
| aiwg-regenerate-copilotjmagly/aiwg | Skill | 229 | yesterday | MIT | A | 25 | Claude Code, Codex |
| link-checkjmagly/aiwg | Skill | 229 | yesterday | MIT | A | 29 | Claude Code, Codex |