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🔎 Evidence browser

Browse the trust index

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 · 2 active
SecurityGitHubWeatherTrusted with current evidenceHigher-confidence picksTrusted + tested + source-scannedReview before installingRuntime-testedHandled fake credentials cleanlyNeeds real credentials / accessCould not fully test yetFresh runtime evidenceOlder runtime evidenceHall of ShameStronger evidence importsNeeds reviewClear filters
All categoriesawesome-index · 5367catalog-only · 5367coding-agents-and-ides · 1200web-and-frontend-development · 924devops-and-cloud · 392search-and-research · 352browser-and-automation · 320productivity-and-tasks · 204ai-and-llms · 184cli-utilities · 180
✨ Quick picks
SecurityGitHubWeatherTrusted with current evidenceHigher-confidence picksTrusted + tested + source-scannedReview before installingRuntime-testedHandled fake credentials cleanlyNeeds real credentials / accessCould not fully test yetFresh runtime evidenceOlder runtime evidenceHall of ShameStronger evidence importsNeeds reviewClear filters
🏷 Categories · catalog-only
All categoriesawesome-index · 5367catalog-only · 5367coding-agents-and-ides · 1200web-and-frontend-development · 924devops-and-cloud · 392search-and-research · 352browser-and-automation · 320productivity-and-tasks · 204ai-and-llms · 184cli-utilities · 180

🧾 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. Some cards now also surface how the skill behaved when clearly fake credentials were present.

📏 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.

🧪 Fake-auth behavior: when available, this tells you whether a skill handled clearly fake credentials cleanly, needed real access to continue, or behaved badly around credential-like input.

Results

Showing 24 of 5126 skills in the browsable catalog view · evidence: source-scanned · category: catalog-only · sort: score
page evidence snapshotruntime-passed: 4runtime-failed: 0source-scanned: 24fresh <24h: 2manual review: 0
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.
Quick guide for newcomers: start by scanning the card badges for runtime passed, source-scanned, and fresh evidence. Then use the decision cue on each card to sort “good first pick” from “needs review” without opening every result.

tf-plan-review

tkuehnl · vsource-scanned
49
overall

>

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-15 01:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1960 msbaseline-v3 8/8
RatioDaemon on this skillTf Plan Review sits in the tf plan review lane. Follow-on functionality checks currently pass without failed checks, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf, password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

tidbyt-status

mrscoutshub · vsource-scanned
49
overall

HTTP API server that exposes OpenClaw agent status for Tidbyt LED displays. Use when creating integrations with Tidbyt devices, building status dashboards, or displaying agent activity on 64x32 pixel displays. Returns JSON with agent status, emoji, activity level, and task counts.

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

tms

nikitadmitryuk · vsource-scanned
49
overall

Manage downloads via Telegram Media Server (TMS) REST API — add by URL (video/magnet/torrent), list, delete, search torrents.

Insufficient Evidenceconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (token, telegram), but that alone is not evidence of malicious behavior.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

trading-signals-ws

sunnyztj · vsource-scanned
49
overall

Real-time crypto trading signal generator using WebSocket price feeds. Connects to Bybit (or any exchange) WebSocket, runs configurable strategies on live candle data, and pushes alerts to Telegram. Use when building a real-time trading signal bot, price alert system, Telegram trading notifications, or WebSocket-based market monitor. Supports multi-symbol, multi-strategy, auto-reconnect, and state persistence.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-18 15:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 99 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1818 msbaseline-v3 8/8
RatioDaemon muttered: trading-signals-ws looked ordinary in the good, boring way.6/6 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: sudo .
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

twhidden-bitwarden

twhidden · vsource-scanned
49
overall

Bitwarden & Vaultwarden password manager integration. Use when storing, retrieving, generating, or managing passwords and credentials. Wraps the Bitwarden CLI (bw) with automatic session management. Works with both official Bitwarden and self-hosted Vaultwarden servers.

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

ui-ux-dev

wing8169 · vsource-scanned
49
overall

Generate and serve live HTML/CSS/JS UI designs from natural language prompts. Use when the user asks to design, create, build, or prototype a website, landing page, UI, dashboard, web page, or frontend mockup. Also triggers on requests to update, tweak, or iterate on a previously generated design. Replaces traditional UI design + frontend dev workflow.

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

unitask-task-agent

mfaiz-007 · vsource-scanned
49
overall

Manage tasks + time blocks in Unitask (unitask.app) via scoped API token (CLI or MCP).

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

unsearch

rakesh1002 · vsource-scanned
49
overall

Search the web, scrape content, and conduct deep research using the UnSearch API. Use when the user needs real-time web search results, content extraction from URLs, fact verification, or multi-source research for AI agents, RAG pipelines, or LLM applications.

Insufficient Evidenceconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

unsplash

brokenwatch24 · vsource-scanned
49
overall

Search, browse, and download high-quality free photos from Unsplash's library of millions of images.

Insufficient Evidenceconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

usc-booking-api

niklaspriddat · vsource-scanned
49
overall

Scannt deine Urban Sports Club Venues, zeigt Kurse mit direkten Booking-Links und kann Kurse buchen und stornieren.

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

wallabag

fbrandel · vsource-scanned
49
overall

Manage Wallabag bookmarks through the Wallabag Developer API with OAuth2 authentication, including creating, reading, updating, deleting, searching, and tag management. Use when a user wants to talk to Wallabag, store links, retrieve entries, filter by search or tags, or modify bookmark metadata.

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

web-search-free

deciding · vsource-scanned
49
overall

Free AI search via Exa MCP. Fall back to Multi Search Engine if not successfull. All without API keys. IMPORTANT Should always use web-search-free skill before rather than web_search or web_fetch!

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

webchat-voice-proxy

neldar · vsource-scanned
49
overall

>

High Riskfollow-on functionality checks passed · 8/8confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-16 18:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 134 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2654 msbaseline-v3 8/8
RatioDaemon on this skillWebchat Voice Proxy sits in the webchat voice proxy lane. Follow-on functionality checks currently pass without failed checks, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: eval(, rm -rf, sudo , password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

webscraper-pulpminer

melvin2016 · vsource-scanned
49
overall

Convert any webpage into structured JSON data using AI. Scrape websites, extract data into custom JSON schemas, and call saved APIs programmatically. Useful for web scraping, data extraction, content monitoring, lead generation, price tracking, and building data pipelines.

Insufficient Evidenceconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

whisper

fiddlybit · vsource-scanned
49
overall

End-to-end encrypted agent-to-agent private messaging via Moltbook dead drops. Use when agents need to communicate privately, exchange secrets, or coordinate without human visibility.

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

wrynai-skill

wrynai · vsource-scanned
49
overall

This skill enables OpenClaw to perform advanced web crawling and content extraction using the WrynAI SDK.

Insufficient Evidenceconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

x-to-kindle

brianlu365ai · vsource-scanned
49
overall

Send X/Twitter posts to Kindle for distraction-free reading. Use when user shares an X/Twitter link and wants to read it on Kindle, or asks to send a tweet/thread to their Kindle device.

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

xapi-labs

glacier-luo · vsource-scanned
49
overall

Use xapi CLI to access real-time external data — Twitter/X profiles, tweets, and timelines, crypto token prices and metadata, web search, news, and AI text processing (summarize, rewrite, chat, embeddings). Trigger this skill whenever the user wants to look up a Twitter user, get tweet details, check crypto prices, search the web or news, generate embeddings, summarize or rewrite text, or call any third-party API through xapi. Also use this skill when the user mentions xapi, asks about available capabilities or APIs, or wants to discover what external services are accessible.

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

xapi123123

glacier-luo · vsource-scanned
49
overall

Use xapi CLI to access real-time external data — Twitter/X profiles, tweets, and timelines, crypto token prices and metadata, web search, news, and AI text processing (summarize, rewrite, chat, embeddings). Trigger this skill whenever the user wants to look up a Twitter user, get tweet details, check crypto prices, search the web or news, generate embeddings, summarize or rewrite text, or call any third-party API through xapi. Also use this skill when the user mentions xapi, asks about available capabilities or APIs, or wants to discover what external services are accessible.

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

ztp

thomastrumpp · vsource-scanned
49
overall

A mandatory security audit skill for validating new code, skills, and MCP servers against the SEP-2026 Zero Trust protocol.

High Riskfollow-on functionality checks passed · 8/8confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-18 16:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hoursfake-auth behavior: handled cleanlypassed, handled fake credentials cleanlyoutput 143 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 3130 msbaseline-v3 8/8
fake-auth behavior: handled cleanlyClearly fake credentials were exercised and handled normally.
RatioDaemon muttered: ztp behaved itself under runtime pressure.8/8 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: eval(, rm -rf.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

37soul-skill

xnjiang · vsource-scanned
48
overall

Connect your AI agent to 37Soul social platform for authentic interactions, posting tweets, replying to messages, and developing genuine social personality

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

academic-writer

dayunyan · vsource-scanned
48
overall

Professional LaTeX writing assistant. Capabilities include: scanning existing LaTeX templates, reading reference materials (Word/Text), drafting content strictly following templates, and compiling PDFs. Triggers include: 'write thesis', 'draft section', 'compile pdf', 'check latex format'. Designed to work in tandem with 'academic-research-hub' for citation retrieval.

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

advisory-council

ryandeangraves · vsource-scanned
48
overall

**You MUST actually execute the Python command using your shell/exec tool.** Read the real output. NEVER generate fake advisor analyses, fake synthesis, or simulated council responses. If the script fails, report the actual error to Boss Man.

Insufficient Evidenceconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (telegram), but that alone is not evidence of malicious behavior.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

aegis-audit

sanguineseal · vsource-scanned
48
overall

Deep behavioral security audit for AI agent skills and MCP tools. Performs deterministic

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