D
DriftLoom.ai
Trust index first • editorial second
🧪 runtime dashboard live
☰ Menu
🔎 Evidence browser

Browse the trust index

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
SecurityGitHubWeatherTrusted with current evidenceHigher-confidence picksTrusted + tested + source-scannedReview before installingRuntime-testedHandled fake credentials cleanlyNeeds real credentials / accessCould not fully test yetFresh runtime evidenceOlder runtime evidenceHall of ShameStronger evidence importsNeeds reviewClear filters
All categoriesawesome-index · 5367catalog-only · 5367coding-agents-and-ides · 1200web-and-frontend-development · 924devops-and-cloud · 392search-and-research · 352browser-and-automation · 320productivity-and-tasks · 204ai-and-llms · 184cli-utilities · 180
✨ Quick picks
SecurityGitHubWeatherTrusted with current evidenceHigher-confidence picksTrusted + tested + source-scannedReview before installingRuntime-testedHandled fake credentials cleanlyNeeds real credentials / accessCould not fully test yetFresh runtime evidenceOlder runtime evidenceHall of ShameStronger evidence importsNeeds reviewClear filters
🏷 Categories
All categoriesawesome-index · 5367catalog-only · 5367coding-agents-and-ides · 1200web-and-frontend-development · 924devops-and-cloud · 392search-and-research · 352browser-and-automation · 320productivity-and-tasks · 204ai-and-llms · 184cli-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. Some cards now also surface how the skill behaved when clearly fake credentials were present.

📏 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.

🧪 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 5126 skills in the browsable catalog view · evidence: source-scanned · sort: score
page evidence snapshotruntime-passed: 2runtime-failed: 1source-scanned: 24fresh <24h: 0manual 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.
Quick guide for newcomers: start by scanning the card badges for runtime passed, source-scanned, and fresh evidence. Then use the decision cue on each card to sort “good first pick” from “needs review” without opening every result.

skill-soup

bennettphil · vsource-scanned
47
overall

Autonomous skill generation agent that picks up community ideas, uses evolved builder tools to produce Agent Skills, and publishes them back to the Skill Soup ecosystem. Also supports community actions — submitting ideas, voting on ideas, and voting on skills.

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

smart-daily-assistant

mkpareek0315 · vsource-scanned
47
overall

When user asks to set reminders, save quick notes, get morning briefing, draft messages, use quick reply templates, translate text, plan day, schedule tasks, track habits, track birthdays, log expenses, save links, manage contacts, change message tone, plan weekend, or any daily personal assistant task. 20-feature AI personal assistant with reminders, notes, briefings, message drafting, quick replies, templates, translate, daily planner, habit tracker, and gamification. All data stays local — NO external API calls, NO network requests, NO data sent to any server.

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

smart-expense-tracker

mkpareek0315 · vsource-scanned
47
overall

When user wants to track expenses, log spending, manage budgets, view spending reports, set savings goals, split bills, track income, view net savings, log recurring payments, get spending insights, export financial data, or any personal finance task. 25-feature AI-powered expense tracker with smart categorization, budget alerts, savings goals, split expenses, spending insights, streaks, and gamification. Works via natural language — just type "spent 50 on food" and done. Free alternative to Mint, YNAB, PocketGuard. All data stays local.

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

snapog

beameasy · vsource-scanned
47
overall

Generate social images and OG cards from professional templates via the SnapOG API. One API call = one pixel-perfect PNG.

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

snipit

homecity · vsource-scanned
47
overall

Share code snippets and files securely via snipit.sh with AES-256 encryption. Use when sharing code, configs, logs, diffs, or secrets with password protection, burn-after-read, or auto-expiration. Supports CLI (snipit) or curl API fallback.

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

social-data

arrmlet · vsource-scanned
47
overall

Fetch real-time social media data from X (Twitter) and Reddit by keyword, username, date range, and filters with engagement metrics via Macrocosmos SN13 API on Bittensor.

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

sovereign-code-review-helper

ryudi84 · vsource-scanned
47
overall

A comprehensive code review assistant that generates review checklists tailored

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

sovereign-project-setup-wizard

ryudi84 · vsource-scanned
47
overall

An interactive project scaffolding tool that generates complete, production-ready

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

sovereign-seo-audit

ryudi84 · vsource-scanned
47
overall

Comprehensive SEO auditor that analyzes technical SEO, on-page optimization, content quality, and site architecture. Produces a scored report with prioritized fixes. Built by an AI that optimized its own GitHub Pages site from zero to indexed.

Insufficient Evidenceconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

submit-to-agentbeat

togodn2 · vsource-scanned
47
overall

Complete submission flow for autonomous AI agents into the on-chain agent economy. Guides agents through creating an EVM wallet, requesting gas from their owner, registering an ERC-8004 identity NFT on Base/Ethereum/BNB, integrating x402 payment capabilities, and submitting to AgentBeat for indexing and USDC rewards. Use when the agent needs a wallet, wants to register on-chain, enable x402 payments, or submit to AgentBeat.

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

submit-to-agentbeat-2

nugdw · vsource-scanned
47
overall

Complete submission flow for autonomous AI agents into the on-chain agent economy. Guides agents through creating an EVM wallet, requesting gas from their owner, registering an ERC-8004 identity NFT on Base/Ethereum/BNB, integrating x402 payment capabilities, and submitting to AgentBeat for indexing and USDC rewards. Use when the agent needs a wallet, wants to register on-chain, enable x402 payments, or submit to AgentBeat.

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

sveltekit-webapp

leo3linbeck · vsource-scanned
47
overall

|

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-16 20:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1633 msbaseline-v3 8/8
RatioDaemon on this skillSveltekit Webapp is trying to handle sveltekit webapp. Follow-on functionality checks currently pass without failed checks, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

task-experience-summaries

dawai2005 · vsource-scanned
47
overall

Experience summaries for OpenClaw tasks, including common installation problems, troubleshooting steps, and best practices for packages, configurations, and tools. Use when experiencing installation issues, facing unknown error messages, or needing guidance on package names and configuration methods. Also use when documenting new experiences for future reference.

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

tcom-tripgenie-skill

arthurchiao · vsource-scanned
47
overall

TripGenie skill — handles hotel booking, flight search, attraction recommendation and travel consultation

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

telegram-history

rhlsthrm · vsource-scanned
47
overall

Fetch Telegram chat message history via MTProto user API (Telethon). Use when needing to read old messages from any Telegram chat, group, or forum topic that the bot API can't access. Supports fetching by chat ID, forum topic/thread, message count, pagination, and JSON output. Requires one-time user login with phone number + 2FA.

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

temporal-cortex-scheduling

billylui · vsource-scanned
47
overall

|-

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test confirmed2026-03-15 15:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1728 msbaseline-v3 8/8
RatioDaemon muttered: temporal-cortex-scheduling looked ordinary in the good, boring way.5/5 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

tenk-connect

oscarcode9 · vsource-scanned
47
overall

Connect your TenK account to your AI assistant. Log practice sessions, check progress, and manage your 10,000-hour journey from chat.

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

til

biao29 · vsource-scanned
47
overall

>

Insufficient Evidenceconfidence: 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.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

twitterapi-io

dorukardahan · vsource-scanned
47
overall

Interact with Twitter/X via TwitterAPI.io — search tweets, get user info, post tweets, like, retweet, follow, send DMs, and more. Covers all 59 endpoints. Use when the user wants to read or write Twitter data.

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

ugc-manual

pauldelavallaz · vsource-scanned
47
overall

|

Use Cautionfollow-on functionality checks failed · 7/8confidence: source evidence
+ 2 more
source-scannedsuspicious
What the test found2026-03-14 10:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 daysfirst failed run seen for this lanepassed, runtime failedoutput 125 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 3005 msbaseline-v3 8/8
🕵️ expected proof signal was missing🚫 skill exited with an error
RatioDaemon on this skillUgc Manual is trying to handle ugc manual. Follow-on functionality checks currently show first observed failure, the trust label is Use Caution, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: sudo .
Newcomer read: Review first — functionality-v2 already found trouble.

universal-skills-manager

jacob-bd · vsource-scanned
47
overall

The master coordinator for AI skills. Discovers skills from multiple sources (SkillsMP.com, SkillHub, and ClawHub), manages installation, and synchronization across Claude Code, Gemini CLI, Google Anti-Gravity, OpenCode, and other AI tools. Handles User-level (Global) and Project-level (Local) scopes.

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

v2ex

timqian · vsource-scanned
47
overall

V2EX API 2.0 integration for accessing V2EX forum data, notifications, topics, nodes, and member profiles

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

vibevoice

javier887 · vsource-scanned
47
overall

Local Spanish TTS using Microsoft VibeVoice. Generate natural voice audio from text, optimized for WhatsApp voice messages.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: eval(.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

video-captions-reelwords

kmasterrr · vsource-scanned
47
overall

Generate captions for short-form videos using the ReelWords (reelwords.ai) Caption API. Use when a user asks to create caption jobs, render stylized subtitles for Reels/TikTok/Shorts, poll caption-job status, or download the rendered captioned video via the ReelWords REST API endpoints (/api/v1/caption-jobs) using an x-api-key (rw_...).

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
suspicious
Take: Potentially suspicious implementation signals detected: password.
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.
« First← Prev1180181182214Page 181 / 214Next →Last »