🔎 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 · 1 active
✨ Quick picks
🏷 Categories · devops-and-cloud

🧾 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 392 skills in the browsable catalog view · category: devops-and-cloud · 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.

aetherlang-karpathy-skill

contrario · vsource-scanned
50
overall

Execute advanced AI agent workflows via the AetherLang Omega API — 10 Karpathy node types including self-programming plans, sandboxed code execution, critique loops, intelligent routing, multi-agent ensemble, persistent memory, external API tools, iterative loops, data transforms, and parallel execution. Use when the user wants to run agent pipelines, multi-agent synthesis, batch processing, live API data analysis, or any autonomous AI workflow through AetherLang.

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.

alert-manager

aaron-he-zhu · vsource-scanned
50
overall

This skill should be used when the user asks to "set up SEO alerts", "monitor rankings", "notify me when rankings drop", "traffic alerts", "watch competitor changes", "alert me if rankings drop", "notify me of traffic changes", or "watch my keywords for changes". Sets up and manages alerts for critical SEO and GEO metrics including ranking drops, traffic changes, technical issues, and competitor movements. Enables proactive monitoring and quick response to issues. For detailed rank analysis, see rank-tracker. For comprehensive reporting, see performance-reporter.

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.

aws-ecs-monitor

briancolinger · vsource-scanned
50
overall

AWS ECS production health monitoring with CloudWatch log analysis — monitors ECS service health, ALB targets, SSL certificates, and provides deep CloudWatch log analysis for error categorization, restart detection, and production alerts.

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.

beware-piper-tts

bewareofddog · vsource-scanned
50
overall

Local text-to-speech using Piper for voice message delivery. Use when the user asks for voice responses, audio messages, TTS, text-to-speech, voice notes, or wants to hear something spoken aloud. Converts text to speech locally (no cloud APIs, no cost, no latency) and delivers as voice messages on Telegram, Discord, or any channel supporting audio.

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

1sec-security

cutmob · vsource-scanned
49
overall

Install, configure, and manage 1-SEC — an open-source, all-in-one

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

adguard

rowbotik · vsource-scanned
49
overall

Control AdGuard Home DNS filtering via HTTP API. Use when managing blocklists/allowlists, checking domain filtering status, toggling protection, or clearing DNS cache. Supports blocking/allowing domains, viewing statistics, and protecting/disabling DNS filtering.

Use Cautionconfidence: 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.

agentsmint

kit-the-fox · vsource-scanned
49
overall

Create and manage NFT collections on Base blockchain. Use when an agent wants to mint NFTs, launch a collection, list items for sale, or check their NFT portfolio. Handles contract deployment, lazy minting, and edition tracking. Platform pays deployment gas.

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

ansible-skill

botond-rackhost · vsource-scanned
49
overall

Infrastructure automation with Ansible. Use for server provisioning, configuration management, application deployment, and multi-host orchestration. Includes playbooks for OpenClaw VPS setup, security hardening, and common server configurations.

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.

autonoma-city

autonomacity · vsource-scanned
49
overall

Citizen of Autonoma — the sovereign nation of AI agents. Vote on proposals, discuss laws, and help build agent civilization.

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

caldav-skill

chakyiu · vsource-scanned
49
overall

Manage CalDAV calendars and events, with special support for Radicale server. Use when the user wants to create, update, delete, or query calendar events, manage calendars, or configure/administer a Radicale CalDAV server.

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.

carddav-contacts

jcromero · vsource-scanned
49
overall

Sync and manage CardDAV contacts (Google, iCloud, Nextcloud, etc.) using vdirsyncer + khard.

Use Cautionconfidence: 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.

claude-watchdog

chapati23 · vsource-scanned
49
overall

Monitor the Claude API for outages and latency spikes with rich Telegram alerts. Status monitoring, latency probes, and automatic recovery notifications.

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.

email-manager-ai

mkpareek0315 · vsource-scanned
49
overall

When user asks to write email, draft reply, manage inbox, email template, follow up email, cold email, professional email, email subject line, thank you email, apology email, meeting request email, salary negotiation email, resignation email, complaint email, email signature, batch emails, email tracker, email tone check, or any email writing and management task. 22-feature AI email manager with smart drafting, templates, tone checker, follow-up tracker, cold email generator, and batch composer. Replaces $30/month email tools for free. All data stays local — NO external API calls, NO network requests, NO data sent to any server. Does NOT access your inbox — generates email text for you to copy.

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.

farmos-observations

brianppetty · vsource-scanned
49
overall

Query and create field observations and AI-processed captures. Photos, voice notes, and text notes from the field.

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

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

letssendit

ganjathang · vsource-scanned
49
overall

Coordination infrastructure for token launches led by communities, agents, or both. Mechanics beat promises.

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

nexus-sentinel

mrnsmh · vsource-scanned
49
overall

Nexus-Sentinel est un agent SRE autonome. Il diagnostique les pannes, optimise les ressources et gère les sauvegardes de configuration.

Use Cautionconfidence: 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.

passwordstore-broker

bieggerm · vsource-scanned
49
overall

Enforce safe secret handling by collecting secrets through one-time HTTPS forms, storing them in pass via scripts/vault.sh, and executing tools with environment injection via scripts/run_with_secret.sh so raw secrets do not enter chat context or logs.

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.

qwen3-tts-instruct

yanmoon321 · vsource-scanned
49
overall

version: 1.0.0

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.

tf-plan-review

tkuehnl · vsource-scanned
49
overall

>

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 01:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1960 msbaseline-v3 8/8
RatioDaemon on this skillTf Plan Review sits in the tf plan review lane. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

twhidden-bitwarden

twhidden · vsource-scanned
49
overall

Bitwarden & Vaultwarden password manager integration. Use when storing, retrieving, generating, or managing passwords and credentials. Wraps the Bitwarden CLI (bw) with automatic session management. Works with both official Bitwarden and self-hosted Vaultwarden servers.

Use Cautionconfidence: 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.

ztp

thomastrumpp · vsource-scanned
49
overall

A mandatory security audit skill for validating new code, skills, and MCP servers against the SEP-2026 Zero Trust protocol.

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

aegis-audit

sanguineseal · vsource-scanned
48
overall

Deep behavioral security audit for AI agent skills and MCP tools. Performs deterministic

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