launch-monitor SKILL.md skillA
launch-monitor from aaron-he-zhu/aaron-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aaron-he-zhu/aaron-marketing-skills/launch-monitor@v20.2.0Pins v20.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aaron-he-zhu/aaron-marketing-skills
- Path
launch/prove/launch-monitor/SKILL.md- Versions recorded
- 6
- Latest version
- v20.2.0, committed Oct 29, 2026
- First version recorded
- Jul 24, 2026
- Size
- 13,535 bytes
- Repository stars
- 3,102
- License
- Apache-2.0
Use when the user asks to "monitor my launch", "track our Product Hunt / Hacker News ranking", or "watch the launch window"; runs the T-0 to T+30 window watch — pre-launch instrumentation verification (UTM/event checks, the upstream of RAMP P1), HN rank/points/comments polling with a comments-over-points flamewar early-warning (Estimated heuristic), PH votes/featured status, store charts and reviews, news echo, D0/W1/M1 KPI snapshots vs targets, spike-vs-sustain and owned-capture reads, and…
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 Monitor Watches the launch window — T-0 through T+30 — so traction is verifiable while it happens, not reconstructed afterwards. It is the first Prove-phase skill in the [RAMP loop](../../../references/ramp-benchmark.md): its pre-launch mode verifies measurement instrumentation on every launch surface (the direct upstream of the `P1` veto — untagged surfaces make traction unverifiable), and its window mode feeds the RAMP `P` sub-items for instrumentation, per-channel attribution reconciled against own analytics, KPI actuals vs targets at D0/W1/M1, spike-vs-sustain retention, and owned-capture rate. The live watch itself is the evidence behind the `M` live-monitoring-coverage sub-item. Telemetry comes from keyless or free-key connectors — `scripts/connectors/hn.py` (keyless), `scripts/connectors/producthunt.py` (free-key developer token; non-commercial API ToS — business use needs Product Hunt approval, attribution required), `scripts/connectors/appstore.py` (keyless documented endpoints), `scripts/connectors/gdelt.py` (news echo) — and degrades to user-pasted values when a connector or key is missing. It works one lever — window telemetry — and hands off. …
Read the whole file at its exact version.
How to install
mdr add aaron-he-zhu/aaron-marketing-skills/launch-monitor@sha256:8b5db9d0c34ef466The line at the top of this page pins the label v20.2.0, 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_uwgm6vggbibe7m57)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jul 24, 2026 and Oct 29, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v20.2.0 latest | 2026-10-29 | 0d0dabf | 13,535 B | A | view · diff |
| v20.1.0 | 2026-09-01 | 0c914b1 | 13,535 B | A | view · diff |
| v20.0.0 | 2026-08-20 | 879002a | 13,242 B | A | view · diff |
| v19.2.0 | 2026-08-10 | d09dd90 | 13,242 B | A | view · diff |
| v19.1.0 | 2026-08-01 | f744424 | 13,242 B | A | view · diff |
| v19.0.0 | 2026-07-24 | 407137c | 13,242 B | A | view |
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 (13535 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
aaron-he-zhu/aaron-marketing-skills · 3,102 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uwgm6vggbibe7m57 GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/launch-monitor GET https://markdownregistry.com/api/v1/blob/8b5db9d0c34ef466e5e77d30d735d48ecb0ef65a657928a9b68f5b1b456b2061
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.