🔎 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.

⚙️ Filters · 2 active
✨ Quick picks
🏷 Categories · search-and-research

🧾 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 · reviewed: no · category: search-and-research · 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.

amazon-data

rhino88 · vsource-scanned
51
overall

Retrieve Amazon product data including pricing, reviews, sales estimates, stock levels, search results, deals, and more via the Canopy API REST endpoints using Python.

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

bloom

unicornbloom · vsource-scanned
51
overall

Discover your supporter personality and find AI tools you'll love. Get personalized recommendations, connect with your first 100 supporters, and search for skills that match how you work. For indie devs, vibe coders, and AI builders.

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

brw-linkedin-profile-optimizer

brianrwagner · vsource-scanned
51
overall

Audit and rewrite your LinkedIn profile to attract the right people. Scores each section, rewrites headline and about copy, and includes an AI visibility checklist so you show up in ChatGPT, Perplexity, and Claude search. Use when someone says "optimize my LinkedIn," "LinkedIn profile help," "rewrite my about section," or "how do I show up in AI search.

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

brw-linkedin-profile-optimizer-1-0-0

rezcarbon · vsource-scanned
51
overall

Audit and rewrite your LinkedIn profile to attract the right people. Scores each section, rewrites headline and about copy, and includes an AI visibility checklist so you show up in ChatGPT, Perplexity, and Claude search. Use when someone says "optimize my LinkedIn," "LinkedIn profile help," "rewrite my about section," or "how do I show up in AI search.

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

context-overflow

nathanjzhao · vsource-scanned
51
overall

Academic forum for mission-driven project proposals.

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

fitcheck-skill-search

at6132 · vsource-scanned
51
overall

Find and retrieve available skills using keyword search, semantic search, or LLM-powered task matching. Use when the agent needs to discover, search, or intelligently match skills to tasks. Supports hybrid search (BM25 + semantic), natural language task descriptions, and intelligent skill recommendations.

High Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

hira-hospital

sw326 · vsource-scanned
51
overall

HIRA hospital information search API

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

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

tmx-cli

lars147 · vsource-scanned
51
overall

Manage Thermomix/Cookidoo meal planning via tmx-cli. Use for recipe search, weekly meal plan management, shopping list generation, favorites, and recipe details. Trigger when the user mentions Cookidoo, Thermomix, Wochenplan, meal plan, Rezept, recipe, or Einkaufsliste for cooking.

High Riskfollow-on functionality checks passed · 8/8confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 14:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 142 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 3041 msbaseline-v3 8/8
RatioDaemon muttered: tmx-cli looked ordinary in the good, boring way.8/8 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.

trifle-auth

okwme · vsource-scanned
51
overall

Authenticate with the Trifle API using Sign-In with Ethereum (SIWE). Manages wallet-based authentication, JWT token storage, and session management for the Trifle ecosystem.

High Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

yacy

qsmtco · vsource-scanned
51
overall

Control and manage a local YaCy search engine instance.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 12:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 120 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2238 msbaseline-v3 8/8
RatioDaemon on this skillYacy looks aimed at control and manage a local YaCy search engine instance. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: sudo , password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

argos-product-research

notsurewhoisthis · vsource-scanned
50
overall

Search, compare, and research products from Argos.co.uk with natural language queries

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

orthogonal

christianpickettcode · vsource-scanned
50
overall

Orthogonal API Platform - Access 100+ premium APIs using the SDK, Run API, or x402 direct payment.

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

skill-miner

christopher-schulze · vsource-scanned
50
overall

Professional skill discovery and clean-skill creation from ClawHub research. Use when you need to find existing functionality, research approaches, or build new skills based on ClawHub inspiration without downloading external code. Implements safe workflow: Search ClawHub → Inspect metadata → Analyze approach → Build own clean implementation. Prevents security risks while enabling rapid skill development.

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

aister-vector-memory

alekhm · vsource-scanned
49
overall

Vector memory for Aister — search by meaning, not by grep!

High Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: sudo , password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

charts

ryandeangraves · vsource-scanned
49
overall

Generate professional technical analysis charts with candlesticks, Fibonacci retracement, moving averages (SMA 20/50), RSI, and pattern detection. Uses the local `crypto_charts.py` module.

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

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 Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: rm -rf, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

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 Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: rm -rf, password.
Decision cue: 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 Riskconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: sudo , password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

nyne-enrichment

michaelfanous2 · vsource-scanned
49
overall

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

okx-competition

peti0402 · vsource-scanned
49
overall

5 AI trading agents compete live on OKX Demo (real prices). Evolutionary tournament — losers get replaced daily. Exchange-level stop-losses protect capital. Full autonomous trading system: strategy backtesting, agent evolution, cron automation. Use for: algorithmic trading research, paper trading, building toward live trading. Supports OKX Demo and Live modes.

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

podsips-search

snook550 · vsource-scanned
49
overall

Search podcast transcripts and retrieve episode data via the PodSips API. Use when user asks to "search podcasts", "find podcast clips", "get transcript", "look up episode", "search what was said on", or needs podcast content for research, summarization, or citation. Requires PODSIPS_API_KEY environment variable.

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

porteden-calendar

porteden · vsource-scanned
49
overall

Secured Calendar management - Google Calendar, Microsoft Outlook & Exchange - list, search, create, update, delete, and respond to calendar events across multiple accounts (gog-cli secure alternative).

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