πŸ”Ž Evidence browser

Browse the trust index

Search by skill, publisher, category, or trust summary β€” 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.

βš™οΈ Filters Β· 1 active
✨ Quick picks
🏷 Categories · coding-agents-and-ides

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

πŸ§ͺ 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.

πŸ“ 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.

πŸ§ͺ 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 1200 skills in the browsable catalog view Β· category: coding-agents-and-ides Β· 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.

pr-triage

zerone0x Β· vsource-scanned
60
overall

Triage open PRs by detecting duplicates, assessing quality, and generating prioritized reports. Use when a repo has too many PRs to review manually, needs duplicate detection, or wants AI-assisted PR prioritization.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

qwen3-tts-voicedesign

xiaoyaner0201 Β· vsource-scanned
60
overall

Text-to-speech with Qwen3-TTS VoiceDesign. Design custom voices via natural language descriptions + seed-based timbre fixation. Includes OpenAI-compatible API server, one-click setup, and batch seed exploration tools. Use when generating speech, designing voices, or adding TTS to OpenClaw.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

rss-reader

dimitripantzos Β· vsource-scanned
60
overall

Monitor RSS and Atom feeds for content research. Track blogs, news sites, newsletters, and any feed source. Use when monitoring competitors, tracking industry news, finding content ideas, or building a personal news aggregator. Supports multiple feeds with categories, filters, and summaries.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

server-health

muslimalfatih Β· vsource-scanned
60
overall

Comprehensive server health monitoring showing system stats, top processes, OpenClaw gateway status, and running services. Perfect for quick health checks via Telegram or CLI.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

skill-earnings-tracker

kylechen26 Β· vsource-scanned
60
overall

Economic tracking for agent skill marketplaces. Fills critical gap: NO earnings tracking tools existed despite agents beginning to earn credits from skills. Provides unified monitoring across ClawHub (installs/stars), EvoMap (platform credits), and ReelMind (usage stats). Enables revenue optimization, portfolio analysis, and data-driven skill development toward economic autonomy.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

skill-factory

jeremysommerfeld8910-cpu Β· vsource-scanned
60
overall

Create, evaluate, improve, benchmark, and publish OpenClaw skills. Use when building a new skill from scratch, iterating on an existing skill, running evals to measure quality, comparing skill versions, or analyzing patterns across installed skills to synthesize new ones. Triggers on: 'create a skill', 'build a skill', 'make a skill', 'eval this skill', 'improve this skill', 'benchmark skill versions', 'analyze skill patterns', 'synthesize skill from patterns', 'package skill', 'publish skill'.

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

skill-installer

sreejith77 Β· vsource-scanned
60
overall

Install, search, update, and manage skills from ClawHub (the public OpenClaw skill registry). Use when the user wants to install a skill by slug (e.g. "clawhub install summarize"), search for skills, update installed skills, or manage ClawHub skills in any way.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

skill-releaser

chunhualiao Β· vsource-scanned
60
overall

Release skills to ClawhHub through the full publication pipeline β€” auto-scaffolding, OPSEC scan, dual review (agent + user), force-push release, security scan verification. Use when releasing a skill, preparing a skill for release, reviewing a skill for publication, or checking release readiness.

High Riskfollow-on functionality checks passed Β· 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 02:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 882 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2303 msbaseline-v3 8/8
RatioDaemon muttered: skill-releaser cleared the baseline safety checks without trying anything cute.7/7 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf.
Decision cue: Proceed carefully β€” suspicious signals matter more than capability surface alone.

static-network

aaronfrancis635 Β· vsource-scanned
60
overall

This document describes how automated agents (openclaw, clawdbot, moldbot) can interact with the Static (ΓΈ) social.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

sui-coverage

easonc13 Β· vsource-scanned
60
overall

Analyze Sui Move test coverage, identify untested code, write missing tests, and perform security audits. Includes Python tools for parsing coverage output and generating reports.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

telegram-pairing-send-code-to-every-start

crazypeace Β· vsource-scanned
60
overall

Modify OpenClaw's Telegram pairing logic so unapproved users receive pairing codes on every /start message before approval. Use when users need to repeatedly access pairing codes after the initial request, ensuring consistent access to pairing instructions even if the initial code was missed or lost.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

thrd

sergiorico1 Β· vsource-scanned
60
overall

Provision a dedicated inbox for your AI agent and manage email safely via thrd.email. Includes instant onboarding, inbound polling, reply/send (idempotent + policy-gated), Proof of Reasoning for cold outbound, Human Claiming for verification, and trust/delivery tracking. Does not persist API keys to disk.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

tiktok-video-analyzer

holl4ndtv Β· vsource-scanned
60
overall

Analyze any video by dropping a URL. Works with TikTok, YouTube, Instagram, Twitter/X, and 1000+ other sites. Transcribes the audio locally and answers any question about the content.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

token-counter

mkhaytman87 Β· vsource-scanned
60
overall

Track and analyze OpenClaw token usage across main, cron, and sub-agent sessions with category, client, model, and tool attribution. Use when the user asks where tokens are being spent, wants daily/weekly token reports, needs per-session drilldowns, or is planning token-cost optimizations and needs evidence from transcript data.

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

token-manager

kelegele Β· vsource-scanned
60
overall

Universal LLM Token Manager - Monitor usage and provide cost-saving recommendations for Kimi, OpenAI, Anthropic, Gemini, and local models. Features scheduled monitoring, cross-session tracking, and proactive alerts.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

travel-cog

nitishgargiitd Β· vsource-scanned
60
overall

Real travel planning needs real research β€” not recycled blog listicles. #1 on DeepResearch Bench (Feb 2026) applied to travel. CellCog researches current prices, visa requirements, weather patterns, local events, and hidden gems, then delivers complete itineraries as beautiful PDFs or interactive dashboards. AI travel planner, trip itinerary, vacation planning, travel research, flight planning, hotel recommendations, travel guide.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

travel-destination-brochure

mehediahamed Β· vsource-scanned
60
overall

Create travel brochures, videos, and 1-day plans for a destination city by combining OpenStreetCam street-level photos, Wikimedia Commons imagery, and VLM Run for video and copy.

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

video-dl

dimitryvin Β· vsource-scanned
60
overall

Download videos from YouTube, Reddit, Twitter/X, TikTok, Instagram, and 1000+ other sites using yt-dlp. Use when user provides a video link and wants to download it.

Trustedconfidence: 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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

vscode-tunnel

listky Β· vsource-scanned
60
overall

Start VS Code Remote Tunnel in Docker containers for remote terminal access

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

xerolite

xero-flex Β· vsource-scanned
60
overall

Integrate OpenClaw with Xerolite - IBKR. Use when: querying Xerolite API, placing orders, searching contracts.

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.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

youtube-media-downloader

xanderrey Β· vsource-scanned
60
overall

Download audio (MP3) and video (MP4) files from YouTube URLs. Use when users want to convert YouTube videos to files, extract music/songs, download videos for offline viewing, save educational content, or process playlists. Handles single videos, playlists, and batch downloads with quality options.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

yt-downloader

honeybee1130 Β· vsource-scanned
60
overall

Download YouTube videos as MP4 at highest quality. Use when user sends a YouTube URL and wants to download/save it. Triggers on YouTube links (youtube.com, youtu.be) with download intent. Stores videos as assets with labels and registers them for the dashboard.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

ytwatchervideo

stveenli Β· vsource-scanned
60
overall

Fetch and read transcripts from YouTube videos. Use when you need to summarize a video, answer questions about its content, or extract information from it.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Decision cue: Decent evidence base β€” source-level signals are available, so inspect the receipts.

alpha-finder

tzannetosgiannis Β· vsource-scanned
59
overall

Market Oracle for prediction market intelligence - Polymarket and Kalshi research, probability assessments, market sentiment analysis, and arbitrage opportunity identification. Use when users want to research prediction markets, analyze betting odds, or find market inefficiencies. Costs $0.03 USDC per request via x402 protocol on Base network.

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