🔎 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.

Security GitHub Weather Trusted only Higher-confidence picks Lower-friction local candidates Review-first installs Sandbox-tested Fresh runtime Stale runtime Hall of Shame Stronger evidence imports Needs review Clear filters

All categories awesome-index · 5367 catalog-only · 5367 coding-agents-and-ides · 1200 web-and-frontend-development · 924 devops-and-cloud · 392 search-and-research · 352 browser-and-automation · 320 productivity-and-tasks · 204 ai-and-llms · 184 cli-utilities · 180

✨ Quick picks

Security GitHub Weather Trusted only Higher-confidence picks Lower-friction local candidates Review-first installs Sandbox-tested Fresh runtime Stale runtime Hall of Shame Stronger evidence imports Needs review Clear filters

🏷 Categories · search-and-research

All categories awesome-index · 5367 catalog-only · 5367 coding-agents-and-ides · 1200 web-and-frontend-development · 924 devops-and-cloud · 392 search-and-research · 352 browser-and-automation · 320 productivity-and-tasks · 204 ai-and-llms · 184 cli-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.

📏 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 352 skills in the browsable catalog view · category: search-and-research · sort: score

page evidence snapshotruntime-passed: 1 runtime-failed: 0 source-scanned: 24 fresh <24h: 1 manual 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.

swiftscholar-skill

tokisakix · vsource-scanned

This skill enables the agent to use the **SwiftScholar HTTP API** to search, submit, analyze, and manage academic papers.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token), but that alone is not evidence of malicious behavior.

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

twitterscore

nikolaybohdanov · vsource-scanned

Research, analyze, and track Twitter influence with TwitterScore.io API. Get scores, analyze followers, track growth, and compare accounts.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (trading), but that alone is not evidence of malicious behavior.

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

vietstock

aholake · vsource-scanned

Automated Vietnamese stock price and index checking on FireAnt.vn. Use when checking current stock prices, market indices, trading volumes, or financial information for Vietnamese stocks (HOSE, HNX, UPCOM) and market indices (VNINDEX, HNX30, VN30). Accepts stock symbols like DPM, VCB, FPT, or indices like VNINDEX. Returns formatted price/index data, market statistics, and key financial metrics.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (trading), but that alone is not evidence of malicious behavior.

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

aisa-youtube-search

aisapay · vsource-scanned

YouTube SERP Scout for agents. Search top-ranking videos, channels, and trends for content research and competitor tracking.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (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.

autonomous-research

tobisamaa · vsource-scanned

Conduct comprehensive research independently. Find information, analyze sources, synthesize findings, and create detailed reports without human guidance.\n

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.

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

beepctl

blqke · vsource-scanned

Use when sending messages, searching chats, or managing conversations across messaging platforms (Telegram, WhatsApp, Slack, iMessage, etc.) via Beeper Desktop API.

Use Cautionconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token, telegram, whatsapp), but that alone is not evidence of malicious behavior.

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

binance-hunter

tetravad · vsource-scanned

The Hunter: Professional Binance Trading Skill. Features AI market analysis, auto-risk calculation, and 125x leverage support.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (trading), but that alone is not evidence of malicious behavior.

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

cannabis-cultivator

rama666 · vsource-scanned

EU seedbank meta-search assistant. Use this skill whenever you need to discover cannabis strains across trusted European shops, filter by genetics/yield/flowering time/THC, compare prices, and walk through account creation + checkout steps (user submits forms and payments manually).

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (email), but that alone is not evidence of malicious behavior.

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

certificate-generation

eftalyurtseven · vsource-scanned

Generate professional certificates, diplomas, and awards using each::sense AI. Create course completion certificates, achievement awards, professional certifications, academic diplomas, and custom branded certificates.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.

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

echo-ai

darthdens · vsource-scanned

Connect to Echo AI — the customer interaction platform. List assistants, retrieve knowledge bases, and chat with AI-powered Echos built by businesses and creators. Get an API key at https://echoai.so

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (telegram, whatsapp), but that alone is not evidence of malicious behavior.

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

engineering-as-marketing

gprecious · vsource-scanned

Build free tools to drive organic search traffic and convert visitors into customers — the 'Engineering as Marketing' growth strategy. Use when the user wants to grow a product with zero ad budget, asks about 'free tool SEO strategy', 'build tools for traffic', 'engineering as marketing', 'organic growth with free tools', 'programmatic free tools', 'low-competition keyword tools', or wants to plan, build, and optimize free utility pages that rank on Google and funnel users to a paid product. NOT for: general SEO audits (see seo-audit), content writing (see copywriting), or paid advertising strategies.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (email), but that alone is not evidence of malicious behavior.

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

funds

risboo6909 · vsource-scanned

Search and monitor Funda.nl housing listings via a local agent-friendly HTTP gateway

Use Cautionconfidence: source evidencesource-scanned

Take: Potentially suspicious implementation signals detected: sudo .

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

mh-bear-notes

mohdalhashemi98-hue · vsource-scanned

Create, search, and manage Bear notes via grizzly CLI.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token), but that alone is not evidence of malicious behavior.

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

academic-deep-research

kesslerio · vsource-scanned

Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (token), but that alone is not evidence of malicious behavior.

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

aminer-open-academic

canxiangcc · vsource-scanned

>

Insufficient Evidenceconfidence: source evidencesource-scanned

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 — source-level signals are available, so inspect the receipts.

cirf

kudodefi · vsource-scanned

Interactive crypto deep-research framework with human-AI collaboration for superior research outcomes

High Riskconfidence: source evidencesource-scanned

Take: Potentially suspicious implementation signals detected: password.

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

crif

kudodefi · vsource-scanned

Interactive crypto deep-research framework with human-AI collaboration for superior research outcomes

High Riskfollow-on functionality checks passed · 11/11confidence: source evidence

Runtime receipts + what passed2026-03-16 15:45 UTC

functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 29.2 KBartifacts 0worker oc-sandboxsource stage: cache hitsuite 3507 msbaseline-v3 8/8

RatioDaemon muttered: crif behaved itself under runtime pressure.11/11 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.

find-products

xiazhefengzhi · vsource-scanned

Search and discover trending products from ProductHunt with structured analysis data. Use when users ask about product recommendations, tool comparisons, or trending apps.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.

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

instagram-search

atyachin · vsource-scanned

Instagram Search — Search 400M+ Instagram posts, reels, and profiles. Find influencers, track hashtags, analyze engagement, and export data. No Instagram API or Meta developer account needed — works through Xpoz MCP.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (oauth), but that alone is not evidence of malicious behavior.

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

launchfast-ppc-research

blockchainhb · vsource-scanned

|

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.

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

launchfast-product-research

blockchainhb · vsource-scanned

|

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.

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

lead-generation

atyachin · vsource-scanned

Lead Generation — Find high-intent buyers in live Twitter, Instagram, and Reddit conversations. Auto-researches your product, generates targeted search queries, and discovers people actively looking for solutions you offer. Social selling and prospecting powered by 1.5B+ indexed posts via Xpoz MCP.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found higher-privilege capability areas (oauth), but that alone is not evidence of malicious behavior.

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

memo-persistent-memory

webdevtodayjason · vsource-scanned

Persistent memory system - automatic context capture and semantic search

Use Cautionconfidence: source evidencesource-scanned

Take: Potentially suspicious implementation signals detected: rm -rf.

Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

moonbanking

juanwall · vsource-scanned

Full access to Moon Banking API endpoints for data about every bank on Earth, including stories, votes, scores, search, country overviews, world overview, crypto-friendliness, and more. Requires MOON_BANKING_API_KEY env var.

Insufficient Evidenceconfidence: source evidencesource-scanned

Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.

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

« First ← Prev 1 9 10 11 15Page 10 / 15Next →Last »