review-mining SKILL.md skillA
review-mining from maudeunfledged834/startup-founder-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add maudeunfledged834/startup-founder-skills/review-mining@git:20260403.b0c6483Pins git:20260403.b0c6483 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- maudeunfledged834/startup-founder-skills
- Path
skills/review-mining/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260403.b0c6483, committed Apr 3, 2026
- First version recorded
- Mar 16, 2026
- Size
- 6,162 bytes
- Repository stars
- 9
- License
- MIT
When the user wants to research customer pain points, complaints, or sentiment using review platforms like Trustpilot, G2, Capterra, or app stores. Also use when the user mentions "what are users saying", "competitor reviews", "pain points", or "voice of customer research".
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 ## When to Use - Founder wants to understand real user pain points for a market or competitor product - Founder wants voice-of-customer language to use in copy, emails, or pitch decks - Founder wants to validate a product idea by finding recurring complaints - Founder wants to identify gaps competitors aren't solving - Founder wants to build a feature comparison based on what users actually care about ## Context Required - Competitor names or product category to research - Review platforms to mine (Trustpilot, G2, Capterra, Product Hunt, App Store, Play Store, Reddit) - What the founder is trying to learn (pain points, switching triggers, feature gaps, use cases) - The founder's own product positioning (to identify opportunities) ## Workflow 1. **Define research scope** — identify 3-5 competitors or products to analyze and which platforms have the most relevant reviews for the category (B2B → G2/Capterra, B2C → Trustpilot/App Store, developer tools → Reddit/HN). …
Read the whole file at its exact version.
How to install
mdr add maudeunfledged834/startup-founder-skills/review-mining@sha256:960f30980285198cThe line at the top of this page pins the label git:20260403.b0c6483, 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_yvgnbgj54voweucw)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 16, 2026 and Apr 3, 2026, about one every 17 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260403.b0c6483 latest | 2026-04-03 | b0c6483 | 6,162 B | A | view · diff |
| git:20260316.3d8f86e | 2026-03-16 | 3d8f86e | 6,158 B | B | 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 (6162 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
maudeunfledged834/startup-founder-skills · 9 stars · license MIT · pushed 2026-10-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yvgnbgj54voweucw GET https://markdownregistry.com/api/v1/resolve?ref=maudeunfledged834/startup-founder-skills/review-mining GET https://markdownregistry.com/api/v1/blob/960f30980285198c991a0f79cf22d3a83f902d0a3accd4c6ba2f85beb0a90bb5
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.