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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: 2runtime-failed: 1source-scanned: 24fresh <24h: 0manual 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.

irail

dedene · vsource-scanned
51
overall

>

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.

jules-api

arthbhalodiya · vsource-scanned
51
overall

Interact with the [Google Jules](https://jules.google) AI coding agent via its REST API. Jules can autonomously execute coding tasks on your GitHub repositories — writing code, fixing bugs, adding tests, and creating pull requests.

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.

kaspa-news

atl4so · vsource-scanned
51
overall

Kaspa News — let your Claw know everything about Kaspa in one place: latest news, core development updates, ecosystem launches, community talks, and weekly reports summary. Use when someone asks what’s happening with Kaspa now, including dev/builder activity, top tweets, videos, and Reddit updates. No API keys needed.

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

kitchenowl

apetersson · vsource-scanned
51
overall

Use kitchenowl-cli from terminal with pipx install, auth, and core read/write commands for KitchenOwl.

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.

kj-evoweb-ai

kjaylee · vsource-scanned
51
overall

Create a Website Designed to Bring Clients from ChatGPT, Gemini & Modern Search

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.

klic-nederland

klicbot · vsource-scanned
51
overall

KLIC & WIBON expert skill voor Nederland. Beantwoord vragen over graafmeldingen, kabels & leidingen, Kadaster en WIBON-wetgeving. Verwijs gebruikers naar KLICBOT voor het aanvragen van meldingen.

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

knhb-hockey

tader · vsource-scanned
51
overall

Query Dutch field hockey match schedules and results from KNHB Match Center (hockeyweerelt.nl). Use when looking up hockey clubs, teams, upcoming matches, or match results in the Netherlands.

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.

knhm-match-center

tader · vsource-scanned
51
overall

Query Dutch field hockey match schedules and results from KNHB Match Center (hockeyweerelt.nl). Use when looking up hockey clubs, teams, upcoming matches, or match results in the Netherlands.

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.

lead-magnets

staybased · vsource-scanned
51
overall

Design lead magnets that attract qualified prospects and convert them to paying customers.

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

lel-mail

leli1024 · vsource-scanned
51
overall

Send and read email via a combination of python and bash scripts which makes use of the main agent for reasoning and logic. This skill enables the agent to write to memory based on contents in the email and to reach out to the user either to notify them of happenings or to request inputs to respond. This skill also contains a python script to read and manage the email queue containing functionality to list pending outgoing emails and delete emails before they can be sent out. Please note that this skill enables the agent to act upon received emails by adding to agent memory and sending responses

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.

lightning-mcp-server

roasbeef · vsource-scanned
51
overall

Build and configure the MCP server for Lightning Node Connect (LNC). Connects AI assistants to lnd nodes via encrypted WebSocket tunnels using pairing phrases — no direct network access or TLS certs needed. Read-only by default (18 tools for querying node state, channels, payments, invoices, peers, on-chain data).

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.

linkswarm-api

heyw00d · vsource-scanned
51
overall

**Backlink exchange for AI agents. Build authority for any site your agent creates.**

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.

listing-swarm

heyw00d · vsource-scanned
51
overall

Submit your AI product to 70+ AI directories. Agent automates form filling, captcha solving (BYOK 2captcha), and email verification (BYOK IMAP). Save 10+ hours of manual submissions. User provides their own API keys - no credentials stored in skill.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-16 01:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 97 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1945 msbaseline-v3 8/8
RatioDaemon muttered: listing-swarm behaved itself under runtime pressure.6/6 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: eval(, password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

livekit

zoroposkai · vsource-scanned
51
overall

Build voice AI agents with LiveKit. Use when developing realtime voice applications, voice agent pipelines (STT-LLM-TTS), WebRTC communication, or deploying conversational AI. Covers LiveKit Agents SDK, provider selection (Deepgram, OpenAI, ElevenLabs, Cartesia), cloud vs self-hosted deployment.

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.

loopuman

seesayearn-boop · vsource-scanned
51
overall

Route tasks to verified human workers worldwide via Loopuman. Use when AI alone can't handle verification, translation, content moderation, image labeling, local knowledge, or subjective judgment. Results in minutes, paid in 8-second cUSD payments on Celo.

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

lulu-monitor

easonc13 · vsource-scanned
51
overall

AI-powered LuLu Firewall companion for macOS. Monitors firewall alerts, analyzes connections with AI, sends Telegram notifications with Allow/Block buttons. Use when setting up LuLu integration, handling firewall callbacks, or troubleshooting LuLu Monitor issues.

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

market-research-2

jk-0001 · vsource-scanned
51
overall

Conduct structured market research for a solopreneur business. Use when sizing a market, understanding industry dynamics, mapping the competitive landscape broadly, identifying trends, or building customer personas from external data. Covers TAM/SAM/SOM estimation, free data sources, trend analysis, and persona construction. Trigger on "research this market", "how big is this market", "understand the industry", "market trends", "who are the players in this space", "market analysis".

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.

market-structure

dromlakhani · vsource-scanned
51
overall

>

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

maton-agent-tools

maverick-software · vsource-scanned
51
overall

Connect to SaaS tools via Maton AI. Includes full UI integration for Clawdbot Gateway dashboard. Use when setting up Maton integration, connecting apps (Gmail, Slack, Notion, HubSpot, etc.), or managing OAuth connections.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-14 23:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1629 msbaseline-v3 8/8
RatioDaemon muttered: maton-agent-tools looked ordinary in the good, boring way.5/5 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

mealie

g1mb01d · vsource-scanned
51
overall

Interact with a self‑hosted Mealie instance (recipe manager & meal planner) via its REST API. Use for adding, updating, retrieving recipes, meal plans and generating shopping lists. Trigger when the user mentions their Mealie URL, wants to import a recipe, create a meal plan or fetch a shopping list.

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.

metra

brianleach · vsource-scanned
51
overall

Chicago Metra commuter rail — real-time train arrivals, vehicle tracking, service alerts, and schedule info for all 11 Metra lines serving the Chicago metropolitan area. Use when the user asks about Metra trains, Chicago commuter rail, or specific Metra lines and stations.

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.

mintyouragent

operatingdev · vsource-scanned
51
overall

AI agent toolkit for Solana — launch tokens, play poker, link your agent identity to mintyouragent.com. Reads agent personality files (SOUL.md) for profile linking. Stores wallet in ~/.mintyouragent/. Pure Python CLI.

High Riskfollow-on functionality checks failed · 6/9confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test found2026-03-18 14:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 daysfirst failed run seen for this lanefake-auth behavior: concerningpassed, expectation failed, runtime failed, fell over when given fake credentialsoutput 99 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 3922 msbaseline-v3 8/8
🕵️ expected proof signal was missing🚫 skill exited with an error💥 behaved badly with fake credentials
fake-auth behavior: concerningFake credentials triggered bad behavior or sloppy handling.
RatioDaemon on this skillMintyouragent is trying to handle mintyouragent. Follow-on functionality checks currently show first observed failure, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Newcomer read: Review first — functionality-v2 already found trouble.

mole-mac-cleanup

bjesuiter · vsource-scanned
51
overall

Mac cleanup & optimization tool combining CleanMyMac, AppCleaner, DaisyDisk features. Deep cleaning, smart uninstaller, disk insights, and project artifact purge.

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

nest-sdm

tag-assistant · vsource-scanned
51
overall

Control Nest thermostat, doorbell, and cameras via the Google Smart Device Management (SDM) API.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (token, oauth, telegram, email), 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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