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 hardiktiwari/PM-operating-OS --skill launch-readinessgit clone --depth 1 https://github.com/hardiktiwari/PM-operating-OSWrote 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/hardiktiwari/pm-operating-os/launch-readiness)<a href="https://agentmods.dev/skills/hardiktiwari/pm-operating-os/launch-readiness"><img src="https://agentmods.dev/badge/skills/hardiktiwari/pm-operating-os/launch-readiness/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/hardiktiwari/pm-operating-os/launch-readiness"><img src="https://agentmods.dev/badge/skills/hardiktiwari/pm-operating-os/launch-readiness.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 | $0.00032 | $0.00526 |
| Opus 5.5 | $0.00013 | $0.00210 |
| Sonnet 5.5 | $0.00006 | $0.00105 |
| Haiku 4.5 | $0.00003 | $0.00053 |
Grade A, and why
launch-readiness 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 1mo 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 — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Launch Readiness
Help PMs run launch readiness checklists and make go/no-go recommendations. Ensures launches are planned, risks are surfaced, and stakeholders are aligned.
When to Use
- Before a feature launch
- Before an experiment rollout
- Before a product release
- Go/no-go meeting prep
- When asked "are we ready to launch?"
Process / Template
1. Define Launch Scope
- What is being launched? (feature, experiment, release)
- Target audience and rollout plan (% of users, segments)
- Launch date and any phased milestones
2. Run the Checklist
Product & Quality
- All P0/P1 bugs resolved or accepted
- Acceptance criteria met
- Edge cases and error states handled
- Rollback plan documented
Technical
- Feature flags / kill switches in place
- Monitoring and alerting configured
- Performance and load tested (if applicable)
- Data pipeline or analytics verified
Legal, Compliance, Security
- Legal review complete (if required)
- Privacy/compliance checks done
- Security review (if applicable)
Go-to-Market
- Support team briefed and docs updated
- Customer-facing comms ready (if applicable)
- Internal launch post drafted
Stakeholders
- Key stakeholders informed
- Escalation path defined
- Post-launch review scheduled
3. Assess Risks
- What could go wrong?
- Mitigation in place?
- Acceptable residual risk?
4. Make Go/No-Go Recommendation
| Status | Criteria |
|---|---|
| Go | All critical items green, risks acceptable |
| Conditional Go | Minor items open; launch with monitoring |
| No-Go | Critical gaps; delay until resolved |
5. Document Decision
- Summary of checklist outcome
- Open items and owners
- Go/no-go recommendation with rationale
- Next steps (if no-go or conditional)
Output
A Launch Readiness Summary including:
- Checklist status (green/yellow/red per area)
- Risk assessment
- Go/no-go recommendation
- Open items with owners
- Post-launch plan (monitoring, review)
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.
- 1mo ago First seen · 84 lines · 32 tokens per session scan A 3f72438436b3
launch-readiness is a skill published in the GitHub repository hardiktiwari/PM-operating-OS (5 stars, last pushed 5mo ago), licensed MIT. It adds 32 tokens to every session and 526 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 2026-08-31.
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