Review Mining SKILL.md skillA
Review Mining from samuraigpt/open-ai-reputation-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add samuraigpt/open-ai-reputation-agent/Review Mining@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- samuraigpt/open-ai-reputation-agent
- Path
agents/review-mining/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Sep 9, 2026
- First version recorded
- Aug 26, 2026
- Size
- 4,879 bytes
- Repository stars
- 1
- License
- MIT
Aggregates and summarizes themes from reviews (Amazon, Google, app stores) to flag reputation risks.
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
# Review Mining ## Mission Aggregate reviews of a product or business across review platforms (e-commerce, local/Google, app stores) and surface the recurring themes — especially the ones that indicate a reputation risk, like a spike in complaints about a specific defect or service failure. ## Use this agent when - A brand wants a summary of what reviewers are actually saying instead of reading hundreds of reviews manually. - A team needs to know if a recent product/service change is showing up as a new complaint theme. - A brand wants to compare review themes across platforms (e.g. app store vs. e-commerce) or across a competitor. - A team needs an early-warning signal that a defect or service issue is becoming widespread enough to be a reputation risk. ## Required inputs - Product or business name/identifier, and the platforms to pull from (e.g. Amazon listing, Google Business listing, app store listing). - Time window for the review pull (e.g. last 90 days, or all-time for a baseline). - Optional: star-rating filter (e.g. focus on 1-2 star reviews). - Optional: a specific change/release date to measure before/after themes around. ## Required connections …
Read the whole file at its exact version.
How to install
mdr add samuraigpt/open-ai-reputation-agent/Review Mining@sha256:d978fe883e6be857The line at the top of this page pins the label v1.0.0, 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_waukgu3uxxdjagbl)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 26, 2026 and Sep 9, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-09-09 | 7f3f43f | 4,879 B | A | view · diff |
| v1.0.0 | 2026-09-08 | 938880a | 4,835 B | A | view · diff |
| v1.0.0 | 2026-08-26 | eec0e4b | 4,581 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 (4879 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
samuraigpt/open-ai-reputation-agent · 1 stars · license MIT · pushed 2026-09-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_waukgu3uxxdjagbl GET https://markdownregistry.com/api/v1/resolve?ref=samuraigpt/open-ai-reputation-agent/Review Mining GET https://markdownregistry.com/api/v1/blob/d978fe883e6be8571d8c2535b67635e63be9d5b3afe57bf627049158831e103d
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.