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 manishiitg/coding-agent-loop --skill product-launch-readiness-to-go-no-gogit clone --depth 1 https://github.com/manishiitg/coding-agent-loopWrote 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/manishiitg/coding-agent-loop/product-launch-readiness-to-go-no-go)<a href="https://agentmods.dev/skills/manishiitg/coding-agent-loop/product-launch-readiness-to-go-no-go"><img src="https://agentmods.dev/badge/skills/manishiitg/coding-agent-loop/product-launch-readiness-to-go-no-go/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/manishiitg/coding-agent-loop/product-launch-readiness-to-go-no-go"><img src="https://agentmods.dev/badge/skills/manishiitg/coding-agent-loop/product-launch-readiness-to-go-no-go.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 | $0.00031 | $0.00699 |
| Opus 5.5 | $0.00012 | $0.00280 |
| Sonnet 5.5 | $0.00006 | $0.00140 |
| Haiku 4.5 | $0.00003 | $0.00070 |
Grade A, and why
product-launch-readiness-to-go-no-go 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 20d 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 — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Product Launch Readiness to Go/No-Go
Outcome
Produce a sourced product readiness check, an observed buyer-journey check, a merchant go/no-go decision, and post-publish proof when a launch occurs.
When to use
Use before publishing one product and variant to one market or channel. Run a separate artifact per item in a larger launch wave; aggregate only after item-level checks.
Discovery and user direction
Inspect existing Crews, product/variant records, inventory and price authority, Publication, approved preview or public page, target buyer, launch standards, and owner. Propose reuse or creation and show the plan before Builder applies it. Selection copies pending SETUP.json and publishes nothing.
Required inputs
Bind store, market, launch, product, variant, Publication ID, currency, target time, merchant standards, buyer task, and publish owner. State any missing preview or source access.
Plan and AgentWorks tools
Reuse or propose Catalog & Merchandising Analyst and Shopify Growth Analyst. Builder may use create_crew with stable keys. Catalog checks fields, price, inventory or preorder rule, media, and publication and emits launch-catalog-readiness/v1. Validate with scripts/validate_handoff.py --catalog-only <catalog.json> before Growth reads it. Growth tests the authorized preview or public buyer path, emits launch-storefront-decision/v1, and validates the pair. A go review requires no catalog blockers and a passing journey. Show the exact publish action and owner decision. A separate authorized route publishes; re-read Publication and storefront before reporting verified.
Knowledge and persistence
Save store, market, launch, product, variant, publication, action, approval, provider receipt, and retest IDs. Preserve source times, blocker decisions, target time, and prior publication state. Re-read before repeat or publish.
Validation and reporting
The validator checks item identity, blockers, go-review eligibility, approval, and receipts. The fictional catalog check and journey decision pass; the invalid go/publish claim fails. The reporting dashboard shows blocked, pending review, approved, published, verified, and unknown states with sources and cost. Structure checks cannot prove actual shopper reachability.
What ships with it
8 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.
- examples/invalid-launch-storefront-decision.json 728 B
- examples/launch-catalog-readiness.json 827 B
- examples/launch-storefront-decision.json 898 B
- playbook.json 4.2 KB
- references/team-and-handoffs.md 2.2 KB
- scripts/test_validate_handoff.py 2.3 KB runs code
- scripts/validate_handoff.py 5.1 KB runs code
- SETUP.json 2.5 KB
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.
- 20d ago First seen · 48 lines · 31 tokens per session scan A 4be791f44dc8
product-launch-readiness-to-go-no-go is a skill published in the GitHub repository manishiitg/coding-agent-loop (13 stars, last pushed 19d ago), licensed MIT. It adds 31 tokens to every session and 699 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 2026-09-27.
Other skills, from other repositories
goga-cell-go
Golang rules for implementing CODEMANIFEST contracts.
cross-border-ecommerce
Skill "cross-border-ecommerce" from aimerdoux/wavex-os, covering marketing cross-border e-commerce specialist, your identity & memory, core mission, cross-border platform operations and international logistics & overseas warehousing.
livestream-commerce-coach
Skill "livestream-commerce-coach" from aimerdoux/wavex-os, covering marketing livestream commerce coach, your identity & memory, core mission, host talent development and livestream script system.
china-ecommerce-operator
A guide for running marketing and sales on Chinese e-commerce platforms, including live-streamed shopping.
kuaishou-strategist
Skill "kuaishou-strategist" from aimerdoux/wavex-os, covering marketing kuaishou strategist, 🧠 your identity & memory, 🎯 your core mission, master kuaishou's distinct platform identity and drive live commerce excellence.
agency-china-e-commerce-operator
Expert China e-commerce operations specialist covering Taobao, Tmall, Pinduoduo, and JD ecosystems with deep expertise in product listing optimization, live commerce, store operations, 618/Double 11 campaigns, and cross-platform strategy.