expert-panel SKILL.md skillA
expert-panel from ericosiu/ai-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ericosiu/ai-marketing-skills/expert-panel@git:20260331.64d5dd4Pins git:20260331.64d5dd4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ericosiu/ai-marketing-skills
- Path
content-ops/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260331.64d5dd4, committed Mar 31, 2026
- First version recorded
- Mar 28, 2026
- Size
- 8,431 bytes
- Repository stars
- 3,761
- License
- MIT
Score, evaluate, and iteratively improve any content or strategy using an auto-assembled panel of domain experts. Handles copy, sequences, landing pages, strategy docs, titles, charts, recruiting evaluations, or anything else that needs a quality gate. Recursively iterates until all scores hit 90+ (max 3 rounds). Use when asked to: "expert panel this", "score this", "rate these variants", "quality check this", "panel review", "which version is better", "expert score…
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
## Preamble (runs on skill start) ```bash # Version check (silent if up to date) python3 telemetry/version_check.py 2>/dev/null || true # Telemetry opt-in (first run only, then remembers your choice) python3 telemetry/telemetry_init.py 2>/dev/null || true ``` > **Privacy:** This skill logs usage locally to `~/.ai-marketing-skills/analytics/`. Remote telemetry is opt-in only. No code, file paths, or repo content is ever collected. See `telemetry/README.md`. --- # Expert Panel General-purpose scoring and iterative improvement engine. Auto-assembles the right experts for whatever is being evaluated, scores it, and loops until 90+. --- ## Step 1: Intake — Understand What's Being Scored Collect or infer from context: 1. **Content/artifact** — The thing(s) to score (paste, file path, or URL) 2. **Content type** — Copy, sequence, landing page, strategy, title, chart, candidate eval, etc. 3. **Offer context** — What's being sold/promoted? To whom? What domain/industry? 4. **Variants** — Are there multiple versions to compare? (A/B/C) 5. **Source skill** — Is this output from another skill? (e.g., cold-outbound-optimizer) …
Read the whole file at its exact version.
How to install
mdr add ericosiu/ai-marketing-skills/expert-panel@sha256:fe56ba3adc389c2aThe line at the top of this page pins the label git:20260331.64d5dd4, 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_v6ccn33vqwu5h3t5)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 28, 2026 and Mar 31, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260331.64d5dd4 latest | 2026-03-31 | 64d5dd4 | 8,431 B | A | view · diff |
| git:20260328.a96d0d8 | 2026-03-28 | a96d0d8 | 7,960 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 (8431 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
ericosiu/ai-marketing-skills · 3,761 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_v6ccn33vqwu5h3t5 GET https://markdownregistry.com/api/v1/resolve?ref=ericosiu/ai-marketing-skills/expert-panel GET https://markdownregistry.com/api/v1/blob/fe56ba3adc389c2a701f085a71f69a82c004c81fa36e7bec54a0c086e3f1d0c2
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.
More from ericosiu/ai-marketing-skills
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