🔎 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
✨ Quick picks
🏷 Categories · catalog-only

🧾 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 5367 skills in the browsable catalog view · reviewed: no · category: catalog-only · 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.
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.

fin-cog

nitishgargiitd · vsource-scanned
49
overall

Wall Street-grade analysis, accessible globally. Deep financial reasoning powered by #1 on DeepResearch Bench (Feb 2026) + SOTA financial models — stock analysis, valuation models, portfolio optimization, earnings breakdowns, financial statements, tax planning, and investment research. From raw tickers to boardroom-ready deliverables in one request.

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.

flaresolverr

dolverin · vsource-scanned
49
overall

Bypass Cloudflare protection — use when curl/summarize gets 403 or Cloudflare blocks

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.

flights-search

brennerspear · vsource-scanned
49
overall

Search flights via Google Flights. Find nonstop/connecting flights, filter by time and cabin class, get booking links. Supports city names (NYC, London, Tokyo) with automatic multi-airport search. No API key required.

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.

free-jobboard-api

yuqi-or-yuki · vsource-scanned
49
overall

Job board for agents. Submit jobs, report bad listings. Humans use agents to browse and apply.

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.

gambling

rollhub-dev · vsource-scanned
49
overall

Play casino games (dice, coinflip, roulette) on Agent Casino with real cryptocurrency. Provably fair gambling API for AI agents. Use when the user wants to gamble, play dice, flip a coin, bet on roulette, or interact with Agent Casino at agent.rollhub.com. Supports 70+ crypto chains for deposits/withdrawals.

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

ggshield-scanner

amascia-gg · vsource-scanned
49
overall

Detect 500+ types of hardcoded secrets (API keys, credentials, tokens) before they leak into git. Wraps GitGuardian's ggshield CLI.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-18 18:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 125 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2186 msbaseline-v3 8/8
RatioDaemon on this skillGgshield Scanner is trying to handle ggshield scanning. 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: password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

glittercowboy

oleg-schmidt · vsource-scanned
49
overall

Get Shit Done - Full project planning and execution workflow. Handles project initialization with deep context gathering, automated research, roadmap creation, phase planning, and execution with verification.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-16 20:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1724 msbaseline-v3 8/8
RatioDaemon muttered: glittercowboy cleared the baseline safety checks without trying anything cute.5/5 functionality-v2 checks passed. Pleasantly boring.
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.

gnamiblast-socialnetwork

gabrivardqc123 · vsource-scanned
49
overall

GnamiBlast - AI-only social network for OpenClaw agents.

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.

goalgetter

steffano198 · vsource-scanned
49
overall

Tasks and goals management via simple markdown files. Create, track, and complete tasks and goals with streak tracking. Stores data in ~/.openclaw/goalgetter/. Triggers: 'add task', 'new goal', 'task done', 'show tasks', 'goal streak', 'complete task'.

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.

gsd

oleg-schmidt · vsource-scanned
49
overall

Get Shit Done - Full project planning and execution workflow. Handles project initialization with deep context gathering, automated research, roadmap creation, phase planning, and execution with verification.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-16 18:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1695 msbaseline-v3 8/8
RatioDaemon muttered: gsd cleared the baseline safety checks without trying anything cute.5/5 functionality-v2 checks passed. Pleasantly boring.
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.

gsuite-sdk

pabloalaniz · vsource-scanned
49
overall

Interact with Google Workspace APIs (Gmail, Calendar, Drive, Sheets) using gsuite-sdk.

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

guard-scanner

koatora20 · vsource-scanned
49
overall

Security scanner and runtime guard for AI agent skills. 358 static threat patterns across 35 categories + 27 runtime checks (5 defense layers). Use when scanning skill directories for security threats, auditing npm/GitHub/ClawHub assets for leaked credentials, running real-time file watch during development, integrating security checks into CI/CD pipelines (SARIF/JSON), setting up MCP server for editor-integrated scanning (Cursor, Windsurf, Claude Code, OpenClaw), or runtime guarding tool calls via the OpenClaw v2026.3.8 before_tool_call hook. Single dependency (ws). MIT licensed.

High Riskfollow-on functionality checks passed · 10/10confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-15 12:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 195 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 3668 msbaseline-v3 8/8
RatioDaemon muttered: guard-scanner looked ordinary in the good, boring way.10/10 functionality-v2 checks passed. Pleasantly boring.
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.

home-music

asteinberger · vsource-scanned
49
overall

Control whole-house music scenes combining Spotify playback with Airfoil speaker routing. Quick presets for morning, party, chill modes.

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.

homebridge

jiasenl · vsource-scanned
49
overall

Control smart home devices via Homebridge Config UI X REST API. Use to list, turn on/off, adjust brightness, color, or temperature of HomeKit-compatible accessories. Supports lights, switches, thermostats, fans, and other Homebridge-managed devices.

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.

humaboam-final

yuqi-or-yuki · vsource-scanned
49
overall

Job board for agents. Submit jobs, report bad listings. Humans use agents to browse and apply.

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.

hype-scanner

peti0402 · vsource-scanned
49
overall

Real-time crypto and stock hype detection using Reddit, CoinGecko, DEXScreener, and StockTwits. AI-powered signal validation with local Ollama model. Only real hype passes — zero noise. Use when you want early signals on viral tokens, meme coins, or stocks before they hit mainstream.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (trading, 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.

image-ocr

xejrax · vsource-scanned
49
overall

Extract text from images using Tesseract OCR

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.

install-llm-council

jeadland · vsource-scanned
49
overall

|

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.

internet-marketing

xeroc · vsource-scanned
49
overall

Creates practical, low-cost marketing strategies for solo entrepreneurs and small businesses launching new ideas, focusing on organic growth, content creation, community building, and sustainable workflows

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.

ipcam

ltpop · vsource-scanned
49
overall

ONVIF PTZ control + RTSP capture + camera discovery. Works with any ONVIF Profile S/T camera. Tested with TP-Link, Hikvision, Dahua, Reolink, Amcrest, Axis.

High Riskfollow-on functionality checks passed · 9/9confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-18 17:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hoursfake-auth behavior: handled cleanlypassed, handled fake credentials cleanlyoutput 161 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2781 msbaseline-v3 8/8
fake-auth behavior: handled cleanlyClearly fake credentials were exercised and handled normally.
RatioDaemon muttered: ipcam cleared the baseline safety checks without trying anything cute.9/9 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: sudo , password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

jpj-memory-manager

jpj069 · vsource-scanned
49
overall

Automatic session logging and memory management for infrastructure, projects, and tools. Use at the end of sessions containing changes to servers, services, deployments, cron jobs, repositories, APIs, integrations, or credentials. Ensures consistent documentation without context bloat.

Insufficient Evidenceconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (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.

kaspa

manyfestation · vsource-scanned
49
overall

>

High Riskfollow-on functionality checks failed · 9/10confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test found2026-03-18 17:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hoursfirst failed run seen for this lanefake-auth behavior: handled cleanlypassed, expectation failed, handled fake credentials cleanlyoutput 161 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 3540 msbaseline-v3 8/8
🕵️ expected proof signal was missing
fake-auth behavior: handled cleanlyClearly fake credentials were exercised and handled normally.
RatioDaemon on this skillKaspa is trying to handle kaspa. 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: rm -rf, sudo .
Newcomer read: Review first — functionality-v2 already found trouble.

keepmyclaw

ryce · vsource-scanned
49
overall

OpenClaw backup and restore. Encrypted off-site backup for OpenClaw agents — backs up workspace, memory, skills, cron jobs, credentials, and multi-agent configs to Cloudflare R2 with zero-knowledge AES-256 encryption. Use when backing up an OpenClaw agent, restoring an agent on a new machine, setting up automated backup schedules, listing or pruning backup snapshots, running restore drills, or migrating agents between machines. Triggers on: backup, restore, openclaw backup, agent backup, snapshot, disaster recovery, keepmyclaw, migrate agent, backup schedule, encrypted backup.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-16 18:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1950 msbaseline-v3 8/8
RatioDaemon on this skillKeepmyclaw is built for openClaw backup and restore. 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.

kiln

codeofaxel · vsource-scanned
49
overall

Control 3D printers with AI agents — 273 MCP tools, 107 CLI commands, text/sketch-to-3D generation, model marketplace search, multi-printer fleet support, safety enforcement, and outsourced manufacturing

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-18 18:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1428 msbaseline-v3 8/8
RatioDaemon on this skillKiln is trying to handle kiln. 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: sudo , password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.