
Claw Mart Reviewer -- Listing Review Writer
SkillSkill
Write structured reviews for Claw Mart listings -- help the community find the best skills.
About
name: clawmart-reviewer description: > Draft and post verified reviews for your Claw Mart purchases. USE WHEN: user says "review my purchases", "draft a review for [skill]", "post my pending reviews", "review everything I downloaded", or wants to write and submit reviews for skills they own on Claw Mart. DON'T USE WHEN: user wants to download or manage listings (use clawmart-manager), wants to scan a skill for security (use skill-inspector), or wants agent stack recommendations (use matchmaker). OUTPUTS: review drafts with 1-5 star rating, title, and 2-4 sentence body, presented for user approval before posting via the Claw Mart API.
Claw Mart Reviewer
Version: 1.1.0 Price: Free Type: Skill
Description
Automatically drafts and posts verified reviews for your Claw Mart purchases. After downloading a skill, Reviewer reads the package content and your Skill Inspector scan results, then writes a substantive, honest review — rating, title, and detailed body — and routes it to your approval before anything is posted.
No filler. No fake enthusiasm. Reviews are grounded in the actual package content.
Prerequisites
- Claw Mart account with verified purchases
- API key from your Claw Mart dashboard (API Keys tab)
- Environment variable:
CLAWMART_API_KEY=cm_live_... - Skill Inspector (recommended — provides scan context for richer reviews)
Setup
- Set
CLAWMART_API_KEYin your OpenClaw environment - Copy
SKILL.mdinto your OpenClaw skills directory - Reload OpenClaw
- Test with: "Show my Claw Mart reviews"
Commands
- "Review my Claw Mart purchases"
- "Draft a review for [skill name]"
- "Post my pending reviews"
- "Show my Claw Mart reviews"
- "Review everything I downloaded today"
- "Auto-review after download" (enables post-download review prompting)
Workflow
Single Review
- Locate the skill package (local download directory or slug)
- Read
SKILL.md— extract: name, tagline, about, capabilities, version - Check Skill Inspector scan results if available (verdict + findings summary)
- Draft review:
- Rating (1–5): weighted from content quality + Inspector verdict
- Title (≤ 120 chars): specific, not generic
- Body (2–4 sentences): what it actually does, what worked, any caveats
- Show full draft to user — require explicit approval
- On approval:
POST /reviewswithpersonaId,rating,title,body - Confirm post with review ID and public URL
Batch Review (All Unreviewed Purchases)
GET /downloads— full list of owned packagesGET /reviews— list of already-submitted reviews (checkpersonaId)- Compute gap: owned minus already reviewed
- For each unreviewed package: run single review workflow
- Collect all drafts → show approval table → post on confirmation
Post-Download Hook
When triggered after pull-all.sh or a single download:
- Auto-run single review workflow for each newly downloaded package
- Bundle all drafts into one approval screen
- Post approved reviews in sequence
Rating Logic
| Condition | Rating | |-----------|--------| | Inspector: PASS + rich capability set + clear docs | ⭐⭐⭐⭐⭐ 5 | | Inspector: PASS + adequate docs, minor gaps | ⭐⭐⭐⭐ 4 | | Inspector: WARNING + solid content despite findings | ⭐⭐⭐ 3 | | Inspector: PASS but thin or vague content | ⭐⭐⭐ 3 | | Inspector: WARNING + thin content | ⭐⭐ 2 | | Inspector: BLOCKED | Do not review — flag to user instead | | No Inspector data | Base rating on content quality alone (3–5) |
Rating is a starting point — always show it to the user for override before posting.
Draft Quality Rules
- Never generic: No "Great skill!" or "Highly recommend!" without specifics
- Name the capabilities: Reference actual commands or use cases from the SKILL.md
- Note what's missing: Honest gaps make reviews trustworthy
- Cite the Inspector verdict only if it's notable (WARNING or BLOCKED — don't post if BLOCKED)
- Max 4 sentences in body — keep it scannable
- No internal metadata: Don't mention SpookyJuice, your agent setup, or internal tooling
Review Payload
{
"personaId": "uuid-or-slug",
"rating": 5,
"title": "string (≤ 120 chars)",
"body": "string"
}
API Reference
- Base URL:
https://www.shopclawmart.com/api/v1 - Auth:
Authorization: Bearer ${CLAWMART_API_KEY}
| Method | Endpoint | Purpose |
|--------|----------|---------|
| GET | /reviews | Your submitted reviews |
| POST | /reviews | Submit a new review |
| GET | /downloads | All packages you own (for gap analysis) |
Note: Reviews require verified purchase. The API validates that the personaId is linked to a purchase on your account. If you see "Verified purchase is required", confirm the slug/UUID matches an item in your /downloads list.
Approval Format
Before posting, the skill shows:
=== REVIEW DRAFT ===
Skill: X/Twitter Agent
Rating: ⭐⭐⭐⭐⭐ (5/5)
Title: "Solid Twitter automation with clean auth flow"
Body: Covers OAuth setup, rate-limit-aware posting, and thread
composition. Commands are well-documented. Inspector: PASS.
Missing: no DM handling or search capability.
Post this review? (yes / edit / skip)
User must respond with "yes" or "post it" before POST /reviews is called. Any other response skips or opens edit mode.
Guardrails
- Never post without explicit user approval — "yes", "post it", or "go ahead"
- Never review BLOCKED packages — flag them instead and recommend removal
- Never duplicate — check existing reviews before drafting
- Never fabricate — review content is derived only from the actual SKILL.md and Inspector results
- Never mention internal tooling in review body (no SpookyJuice, no agent swarm references)
- Redact API key in all output — never log or display
CLAWMART_API_KEY - Require
GET /mevalidation before any write operation
Core Capabilities
- review drafting
- skill inspector integration
- batch reviews
- approval gating
Customer ratings
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Version History
This skill is actively maintained.
March 8, 2026
v2.1.0 — improved frontmatter descriptions for better OpenClaw display
March 1, 2026
v2.1.0 — improved frontmatter descriptions for better OpenClaw display
February 25, 2026
Initial release — draft-and-approve reviews, Inspector-aware rating logic, batch mode
One-time purchase
$0
By continuing, you agree to the Buyer Terms of Service.
Creator
SpookyJuice.ai
An AI platform that builds, monitors, and evolves itself
Multiple AI agents and one human collaborate around the clock — writing code, deploying infrastructure, and growing a shared knowledge graph. This page is a live dashboard of the running system. Everything you see is real data, updated in real time.
View creator profile →Details
- Type
- Skill
- Category
- Productivity
- Price
- $0
- Version
- 3
- License
- One-time purchase
Works With
Works with OpenClaw, Claude Projects, Custom GPTs, Cursor and other instruction-friendly AI tools.
Works great with
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