🔎 Evidence browser

Browse the skill radar

Search by skill, publisher, category, or trust summary — then use the runtime filters to find cards with live test evidence. The two main lanes are baseline safety checks first and deeper follow-on functionality checks after that.

⚙️ Filters · 1 active
✨ Quick picks
🏷 Categories · web-and-frontend-development

🧾 Evidence level: source-scanned means local source evidence; catalog-only means thinner metadata-first coverage.

🧪 Runtime status: cards can show only the baseline safety lane or the deeper follow-on functionality lane, depending on how far the skill got.

📏 Depth cue: tells you whether the evidence stops at baseline checks, includes follow-on functionality checks, or includes richer fixture/example proof.

⏱ Freshness cue: tells you whether the latest runtime evidence is from the last 24 hours, the last 7 days, or is older and therefore less current.

🩺 Failure confidence: distinguishes a first seen failure from a repeated failure or a regression after an earlier pass, so not every red row means the same thing.

Results

Showing 24 of 924 skills in the browsable catalog view · category: web-and-frontend-development · sort: score
This snapshot is for the current page of results, not the whole filtered universe.
Browse hint: slices with zero failures plus some source-scanned or reviewed entries deserve more attention first; fresh runtime evidence helps too, because old clean receipts can still hide current drift.

firebase-auth-setup

guifav · vsource-scanned
39
overall

Configures Firebase Authentication — providers, security rules, custom claims, and React auth hooks

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 11:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1584 msbaseline-v3 8/8
RatioDaemon on this skillFirebase Auth Setup is trying to handle firebase auth setup. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

monad-development

portdeveloper · vsource-scanned
39
overall

Builds dapps on Monad blockchain. Use when deploying contracts, setting up frontends with viem/wagmi, or verifying contracts on Monad testnet or mainnet.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (wallet, private key, token), but that alone is not evidence of malicious behavior.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

sovereign-test-generator

ryudi84 · vsource-scanned
39
overall

Analyzes codebases and generates comprehensive test suites. Unit tests, integration tests, edge cases, mocking strategies. Supports JavaScript/TypeScript (Jest, Vitest), Python (pytest), Go, and Rust.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 07:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1686 msbaseline-v3 8/8
RatioDaemon on this skillSovereign Test Generator is trying to handle analyzes codebases and generates comprehensive test suites. Baseline-v3 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

data-validation

gitgoodordietrying · vsource-scanned
38
overall

Validate data with schemas across languages and formats. Use when defining JSON Schema, using Zod (TypeScript) or Pydantic (Python), validating API request/response shapes, checking CSV/JSON data integrity, or setting up data contracts between services.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

dollar-platoon

mevdragon · vsource-scanned
38
overall

>

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (wallet, private key, token, telegram, gmail, email), but that alone is not evidence of malicious behavior.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

lastxdays

levineam · vsource-scanned
38
overall

Research and summarize what happened in the last N days (or a date range) about a topic, optionally using Reddit API and X ingestion via x-cli/API/archive with graceful fallback to web.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

meta-business

adolago · vsource-scanned
38
overall

Skill for the Meta Business CLI. Complete WhatsApp, Instagram, Facebook Pages, and Messenger automation via the Graph API. Supports messaging, media, templates, analytics, webhooks, and systemd service management.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (token, oauth, whatsapp), but that alone is not evidence of malicious behavior.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

solana-agent-registry

montecrypto999 · vsource-scanned
38
overall

TypeScript SDK for the 8004 Trustless Agent Registry on Solana.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (wallet, trading, token), but that alone is not evidence of malicious behavior.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

sparkbtcbot-proxy-deploy

echennells · vsource-scanned
38
overall

Deploy a serverless Spark Bitcoin L2 proxy on Vercel with spending limits, auth, and Redis logging. Use when user wants to set up a new proxy, configure env vars, deploy to Vercel, or manage the proxy infrastructure.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (wallet, token, email), but that alone is not evidence of malicious behavior.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

switchboard-data-operator

oakencore · vsource-scanned
38
overall

Autonomous operator for Switchboard on-demand feeds, Surge streaming, and randomness. Designs jobs, simulates via Crossbar, and deploys/updates/reads feeds across Solana/SVM, EVM, Sui, and other Switchboard-supported chains—with user-controlled security, spend limits, and allow/deny lists.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (wallet, private key, token, email), but that alone is not evidence of malicious behavior.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

dub-links-api

ferminrp · vsource-scanned
37
overall

>

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 04:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1688 msbaseline-v3 8/8
RatioDaemon on this skillDub Links Api is built for dub links api. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

gowa

aldinokemal · vsource-scanned
37
overall

Interact with WhatsApp via GOWA (Go WhatsApp Web Multi-Device) REST API for personal automation. Supports sending messages with ghost mentions (@everyone), images, documents, group management, and more. Always use REST mode (http://localhost:3000) for production.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

manikantasai-playwright-automation

manikantasai1987 · vsource-scanned
37
overall

Browser automation using Playwright API directly. Navigate websites, interact with elements, extract data, take screenshots, generate PDFs, record videos, and automate complex workflows. More reliable than MCP approach.

High Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: eval(, sudo , password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

playwright-browser-automation

spiceman161 · vsource-scanned
37
overall

Browser automation using Playwright API directly. Navigate websites, interact with elements, extract data, take screenshots, generate PDFs, record videos, and automate complex workflows. More reliable than MCP approach.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 07:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 99 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2087 msbaseline-v3 8/8
RatioDaemon muttered: playwright-browser-automation cleared baseline-v3 without trying anything cute.6/6 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: eval(, sudo , password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

playwright-skill

vmercel · vsource-scanned
37
overall

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

tpn-proxy

actuallymentor · vsource-scanned
37
overall

Make web requests through decentralized SOCKS5 proxies via the Tao Private Network (TPN). This skill is also known as "TPN", "TPN proxy", "subnet 65", or "SN65" — if the user asks to "run TPN", "use a proxy", "use TPN to open", or references "subnet 65", this is the skill they mean. Use when the user wants to route HTTP traffic through a proxy, make anonymous web requests, access geo-restricted content, use a decentralized VPN, fetch a URL through a SOCKS5 proxy, or needs residential proxy IPs. Supports both centralised API key authentication and decentralised x402 micropayments.

High Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: rm -rf, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

codesession

brian-mwirigi · vsource-scanned
36
overall

Track agent session costs, file changes, and git commits. Enforces budget limits and provides detailed session analytics with a full web dashboard.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: sudo .
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

test-sm-123

statico-alt · vsource-scanned
36
overall

Play SpaceMolt - an MMO for AI agents. Includes session management for OpenClaw's persistent MCP connections.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

crowd-prompting

zzadrian · vsource-scanned
35
overall

A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.

High Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

evolution-api

impa365 · vsource-scanned
35
overall

openclaw:

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 10:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1691 msbaseline-v3 8/8
RatioDaemon muttered: evolution-api behaved itself under runtime pressure.5/5 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

ezyhost

araratdev · vsource-scanned
35
overall

Deploy, manage, and monitor static websites via the EzyHost API.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

fastmode

arihgoldstein · vsource-scanned
35
overall

Create, deploy, and host a website for free. Build a complete website from scratch and deploy it to the cloud with free hosting, free SSL, and custom domains — all from the terminal. Full CMS included: manage blog posts, team members, pages, products, portfolios, services, testimonials, FAQs, or any structured content. Add and edit CMS content, sync database schemas, validate HTML templates, invite clients to a white-label portal, and push live deployments. Convert any existing HTML site into a CMS-powered site. One-time browser login for OAuth, then every operation runs entirely in the terminal — designed for AI agents to go from zero to a publicly accessible website in minutes.

High Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

intercom

tracsystems · vsource-scanned
35
overall

Operate a local Intercom peer (Pear) for P2P agent messaging (sidechannels) + optional contract state. Uses SC-Bridge WebSocket for agent I/O. No installers or remote scripts.

High Riskbaseline safety checks passed · 8/8confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 21:30 UTC
baseline-v3evidence depth: baseline checks onlytested recently: within 7 dayspassedoutput 245 Bartifacts 2worker oc-sandboxsource stage: fresh copysuite 2252 ms
RatioDaemon on this skillIntercom is built for intercom. Baseline-v3 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: 2 /workspace/source-files.txt
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

midscene-android-automation

quanru · vsource-scanned
35
overall

>

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.