🔎 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 · 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 123 skills in the browsable catalog view · label: Trusted · 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.

ai-media

bowen31337 · vsource-scanned
68
overall

Full-stack AI media generation powered by GPU server (RTX 3090/3080/2070S).

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

birdweather

maxdraki · vsource-scanned
68
overall

Query BirdWeather station data — species detections, trends, and comparisons from BirdNET-Pi and PUC bird song detection stations. Use when asked about bird sightings, bird song detections, local bird activity, BirdWeather stations, or wildlife audio monitoring. No API key required.

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

joplin-api

killgfat · vsource-scanned
68
overall

Manage Joplin notes via REST API. Use for creating, reading, updating, deleting, or searching Joplin notes programmatically.

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

trading-upbit-skill

kuns9 · vsource-scanned
68
overall

Upbit automated trading (aggressive breakout) with cron-friendly run-once commands, TopVolume monitoring, and percent-based budget splitting.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
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.

visa-business-planner

calbabyjr · vsource-scanned
68
overall

This skill helps users create comprehensive business plans for obtaining a Japanese Business Manager Visa. It includes templates, examples, resources, and tools for market analysis, revenue projections, and legal requirements. Tailored for backgrounds in tech, media, and consulting.

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

azure-ai-projects-py

thegovind · vsource-scanned
67
overall

Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evaluations, managing connections/deployments/datasets/indexes, or using OpenAI-compatible clients. This is the high-level Foundry SDK - for low-level agent operations, use azure-ai-agents-python skill.

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

content-watcher

su707181393-del · vsource-scanned
67
overall

AI-powered content monitoring and summarization tool. Monitor RSS feeds, blogs, and news sources with automatic AI summarization and daily digest generation.

Trustedconfidence: 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.

depguard

suhteevah · vsource-scanned
67
overall

Dependency audit, vulnerability scanning, and license compliance. Free vuln check + paid continuous monitoring via git hooks.

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

lraivisto-researchvault

lraivisto · vsource-scanned
67
overall

High-velocity research orchestration engine. Manages persistent state, synthesis, and autonomous verification for agents.

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

researchvault-brain

lraivisto · vsource-scanned
67
overall

Local research orchestration and state management. Use when starting projects, logging progress, or exporting findings.

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

vault-research

lraivisto · vsource-scanned
67
overall

High-velocity research orchestration engine. Manages persistent state, synthesis, and autonomous verification for agents.

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

vault-research-brain

lraivisto · vsource-scanned
67
overall

High-velocity research orchestration engine. Manages persistent state, synthesis, and autonomous verification for agents.

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

vaultresearch

lraivisto · vsource-scanned
67
overall

High-velocity research orchestration engine. Manages persistent state, synthesis, and autonomous verification for agents.

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

arxivkb

camopel · vsource-scanned
66
overall

Local arXiv paper manager with semantic search. Crawls arXiv categories, downloads PDFs, chunks content, and indexes with FAISS + Ollama embeddings. No cloud API keys required — everything runs locally.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
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.

claudemem

zelinewang · vsource-scanned
66
overall

>

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

agent-self-governance

bowen31337 · vsource-scanned
65
overall

Self-governance protocol for autonomous agents: WAL (Write-Ahead Log), VBR (Verify Before Reporting), ADL (Anti-Divergence Limit), VFM (Value-For-Money), and IKL (Infrastructure Knowledge Logging). Use when: (1) receiving a user correction — log it before responding, (2) making an important decision or analysis — log it before continuing, (3) pre-compaction memory flush — flush the working buffer to WAL, (4) session start — replay unapplied WAL entries to restore lost context, (5) any time you want to ensure something survives compaction, (6) before claiming a task is done — verify it, (7) periodic self-check — am I drifting from my persona? (8) cost tracking — was that expensive operation worth it? (9) discovering infrastructure — log hardware/service specs immediately.

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

devvit-publishing-auditor

asifdotpy · vsource-scanned
65
overall

A specialized auditor for Reddit Devvit developers to verify app readiness before uploading to the Reddit servers. It ensures compliance with Devvit CLI v0.12.x and Reddit’s publishing standards.

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

sovereign-api-mock-generator

ryudi84 · vsource-scanned
65
overall

Generates mock API servers from OpenAPI specs or examples. Realistic fake data, configurable delays, error simulation.

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

token-usage-optimizer

rusel95 · vsource-scanned
65
overall

Maximize your Claude Code subscription value with smart usage monitoring and burn rate optimization. Track 5-hour session and 7-day weekly quotas, get one-time alerts, and daily reports showing if you're under/over-using your $20-200/month plan. Ultra-lightweight (10min cache, minimal API calls). Perfect for Pro, Max 100, and Max 200 subscribers who want to get every dollar's worth.

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

0x0-messenger

eijiac24 · vsource-scanned
64
overall

Send and receive P2P messages using disposable numbers and PINs. No servers, no accounts. Use for human notifications, approval flows, and agent-to-agent communication.

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

agent-evaluation

rustyorb · vsource-scanned
64
overall

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent.

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

ai-act-risk-check

bluesbell · vsource-scanned
64
overall

**Description:** Quickly assesses a preliminary risk classification for an AI system based on the high-risk categories listed in Annex III of the EU AI Act (focusing on biometrics, critical infrastructure, education, employment, essential services, law enforcement, and justice).

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

beaconchain

thisisjeron · vsource-scanned
64
overall

Monitor Ethereum validator dashboard health on beaconcha.in via V2 API, focused on one-check-per-day status and BeaconScore-first triage. Use when the user asks to check validator health, BeaconScore, missed duties, or set up low-anxiety daily monitoring/alerts for a beaconcha.in 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 — source-level signals are available, so inspect the receipts.

clash-node-manager

yonghaozhao722 · vsource-scanned
64
overall

Manages Clash proxy nodes. Allows listing current node with connection status, listing available nodes, and switching to a specified node. Use when the user asks to manage Clash proxy settings, view available nodes, or switch between them.

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