launch-readiness SKILL.md skillA
launch-readiness from vandanaajaydubey111/great-pm is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vandanaajaydubey111/great-pm/launch-readiness@git:20260721.86de099Pins git:20260721.86de099 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vandanaajaydubey111/great-pm
- Path
skills/launch-readiness/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260721.86de099, committed Jul 21, 2026
- Size
- 3,661 bytes
- Repository stars
- 3
- License
- MIT
Playbook for safe product launches — phased rollout strategies, beta cohort design, readiness checklists, rollback criteria, and post-launch watch periods. Used by launch-manager.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Launch Readiness — playbook A launch is a phased exposure, not a switch. Plan the cohorts, the gates, and the rollback path before the first user sees the change. ## 1. Phased rollout — the four typical phases 1. **Internal** — team uses it on prod data, with full instrumentation. 2. **Beta cohort** — a curated, small group of real users (10–100). 3. **Canary** — a slice of the user base (1% → 10% → 50%). 4. **General availability (GA)** — all users. Each phase has a **gate**. The gate is testable: "X is true OR pause." Skipping a phase is fine if the risk is genuinely low — but say so out loud. ## 2. Beta cohort design - **Who**: users who match the target audience AND will give feedback — heavy users, vocal users, design partners. - **Size**: 10–100 typically. Below 10 is anecdotal; above 100 is hard to support. - **Duration**: 1–4 weeks. Long enough to surface real usage; not so long users disengage. - **Feedback loop**: a defined channel (a Slack room, a weekly call, an in-product survey). Without this it is just a small launch. - **Exit criteria**: testable conditions to advance — usage frequency, satisfaction, defect rate, support volume. …
Read the whole file at its exact version.
How to install
mdr add vandanaajaydubey111/great-pm/launch-readiness@sha256:a2671354836fe094The line at the top of this page pins the label git:20260721.86de099, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_gqvp5yxd3inoniny)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3661 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vandanaajaydubey111/great-pm · 3 stars · license MIT · pushed 2026-09-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gqvp5yxd3inoniny GET https://markdownregistry.com/api/v1/resolve?ref=vandanaajaydubey111/great-pm/launch-readiness GET https://markdownregistry.com/api/v1/blob/a2671354836fe094351e2619a165997b7f51af43c64e96d3e63ee36ea959fdb1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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