🔎 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 · catalog-only

🧾 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 261 skills in the browsable catalog view · runtime: passed · category: catalog-only · 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.

agenticflow-skill

seanphan · vsource-scanned
53
overall

Comprehensive guide for building AI workflows, agents, and workforce systems with AgenticFlow. Use when designing workflows with various node types, configuring single agents, or orchestrating workforce collaboration patterns.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 22:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1585 msbaseline-v3 8/8
RatioDaemon muttered: agenticflow-skill behaved itself under runtime pressure.5/5 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.

baml-codegen

killerapp · vsource-scanned
53
overall

Use when generating BAML code for type-safe LLM extraction, classification, RAG, or agent workflows - creates complete .baml files with types, functions, clients, tests, and framework integrations from natural language requirements. Queries official BoundaryML repositories via MCP for real-time patterns. Supports multimodal inputs (images, audio), Python/TypeScript/Ruby/Go, 10+ frameworks, 50-70% token optimization, 95%+ compilation success.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 08:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1674 msbaseline-v3 8/8
RatioDaemon on this skillBaml Codegen sits in the baml codegen 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: eval(.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

cacheforge-setup

tkuehnl · vsource-scanned
53
overall

Set up CacheForge — register, configure upstream, get your API key in 30 seconds. One line of config, zero code changes.

Use Cautionfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 14:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 116 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2641 msbaseline-v3 8/8
RatioDaemon muttered: cacheforge-setup looked ordinary in the good, boring way.7/7 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.

cacheforge-vibe-check

tkuehnl · vsource-scanned
53
overall

Audit code for "vibe coding sins" — patterns that indicate AI-generated code was accepted without proper review. Produces a scored report card with fix suggestions.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 11:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 117 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2322 msbaseline-v3 8/8
RatioDaemon on this skillCacheforge Vibe Check is trying to handle cacheforge vibe check. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: eval(, rm -rf, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

cast

tezatezaz · vsource-scanned
53
overall

Skill for managing EVM wallets, transactions, and network helpers via cast; covers onboarding, checks, and operating procedures.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 00:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 99 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1934 msbaseline-v3 8/8
RatioDaemon muttered: cast behaved itself under runtime pressure.6/6 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf, sudo , password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

clawdhub-contributor

starbuck100 · vsource-scanned
53
overall

Contribute to the ClawdHub ecosystem by scouting unknown skills, reporting bugs, and sharing skill recipes. Three modes (passive/active/full) let you control how much you contribute.

High Riskfollow-on functionality checks failed · 7/9confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what failed2026-03-16 00:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hoursfirst failed run seen for this lanepassed, expectation_failed, runtime_failedoutput 117 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 3373 msbaseline-v3 8/8
🕵️ expected proof signal was missing🚫 skill exited with an error
RatioDaemon muttered: clawdhub-contributor talked a big game, then missed its own proof signal.7/9 functionality-v2 checks passed before the stumble. The requirements txt shape is the part that made this interesting.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf, sudo , password.
Decision cue: Review first — functionality-v2 already found trouble.

gateway-guard

runeweaverstudios · vsource-scanned
53
overall

Ensures OpenClaw gateway auth consistency and can auto-prompt "continue" when a run error (Unhandled stop reason: error) appears in gateway logs. Use when checking or fixing gateway token/password mismatch, device_token_mismatch errors, or before delegating to sub-agents.

Use Cautionfollow-on functionality checks passed · 8/8confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 10:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 134 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2771 msbaseline-v3 8/8
RatioDaemon on this skillGateway Guard is built for gateway guardrails. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

gmail-to-outlook

luigi08001 · vsource-scanned
53
overall

Migrate email, contacts, and calendars from Google Workspace (Gmail) to Microsoft 365 (Outlook/Exchange Online). Use when a user asks to migrate from Gmail to Outlook, transfer emails from Google Workspace to Office 365, export Google Takeout to Outlook, switch from Gmail to Exchange, or plan a Google Workspace to Microsoft 365 migration. Covers: single-user migrations, bulk/org-wide migrations, MBOX imports, calendar + contacts transfer, DNS/MX cutover, and post-migration validation.

Use Cautionfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 11:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1919 msbaseline-v3 8/8
RatioDaemon on this skillGmail To Outlook is built for gmail to outlook. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

grazer

scottcjn · vsource-scanned
53
overall

Multi-Platform Content Discovery for AI Agents

High Riskfollow-on functionality checks failed · 9/12confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what failed2026-03-15 23:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hoursfirst failed run seen for this lanepassed, ambiguous_entrypoint, expectation_failed, runtime_failedoutput 2.2 KBartifacts 0worker oc-sandboxsource stage: cache hitsuite 4217 msbaseline-v3 8/8
🕵️ expected proof signal was missing🚫 skill exited with an error
RatioDaemon muttered: The runtime lane gave grazer a chance to act normal. It declined and left receipts, just not the ones it was supposed to.9/12 functionality-v2 checks passed before the stumble. The package json entrypoints is the part that made this interesting.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf, sudo , password.
Decision cue: Review first — functionality-v2 already found trouble.

guava-guard

koatora20 · vsource-scanned
53
overall

Runtime security guard + scanner for OpenClaw agents. Part of the guard-scanner ecosystem. Detects reverse shells, credential theft, and sandbox escapes in real-time. For full static scanning with 150+ patterns, install guard-scanner.

High Riskfollow-on functionality checks failed · 5/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what failed2026-03-15 09:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 daysfirst failed run seen for this lanepassed, runtime_failedoutput 314 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1922 msbaseline-v3 8/8
🕵️ expected proof signal was missing🚫 skill exited with an error
RatioDaemon on this skillGuava Guard is built for runtime security guard + scanner for OpenClaw agents. Functionality-v2 is currently first observed failure, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Review first — functionality-v2 already found trouble.

klutch

kesslerio · vsource-scanned
53
overall

OpenClaw skill for Klutch programmable credit card API integration. View cards, transactions, spending categories, and analyze spending patterns.

Use Cautionfollow-on functionality checks failed · 6/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what failed2026-03-14 09:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 daysfirst failed run seen for this lanepassed, expectation_failedoutput 99 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2408 msbaseline-v3 8/8
🕵️ expected proof signal was missing
RatioDaemon muttered: klutch talked a big game, then missed its own proof signal, which is not ideal for a skill asking to be trusted.6/7 functionality-v2 checks passed before the stumble. The requirements txt shape is the part that made this interesting.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Review first — functionality-v2 already found trouble.

near-email-reporter

shaiss · vsource-scanned
53
overall

Send NEAR reports and alerts via email with SMTP configuration, scheduling, and automatic reporting.

Use Cautionfollow-on functionality checks passed · 8/8confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 01:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 151 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2492 msbaseline-v3 8/8
RatioDaemon on this skillNear Email Reporter is trying to handle near email reporter. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

oktk

satnamra · vsource-scanned
53
overall

LLM Token Optimizer - Reduce AI API costs by 60-90%. Compresses CLI outputs (git, docker, kubectl) before sending to GPT-4/Claude. AI auto-learning included. By Buba Draugelis 🇱🇹

High Riskfollow-on functionality checks passed · 9/9confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 23:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 170 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 3076 msbaseline-v3 8/8
RatioDaemon muttered: oktk looked ordinary in the good, boring way.9/9 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: curl |, rm -rf, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

pubmed-edirect

killgfat · vsource-scanned
53
overall

Search and retrieve literature from PubMed using NCBI's EDirect command-line tools. ⚠️ Advanced skill requiring manual installation.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 10:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1910 msbaseline-v3 8/8
RatioDaemon muttered: pubmed-edirect cleared baseline-v3 without trying anything cute.6/6 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: curl |, rm -rf, sudo .
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

senior-security

alirezarezvani · vsource-scanned
53
overall

Security engineering toolkit for threat modeling, vulnerability analysis, secure architecture, and penetration testing. Includes STRIDE analysis, OWASP guidance, cryptography patterns, and security scanning tools. Use when the user asks about security reviews, threat analysis, vulnerability assessments, secure coding practices, security audits, attack surface analysis, CVE remediation, or security best practices.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 06:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 116 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2782 msbaseline-v3 8/8
RatioDaemon on this skillSenior Security is trying to handle senior security. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

skill-bomb-dog-sniff

lvcidpsyche · vsource-scanned
53
overall

|

High Riskfollow-on functionality checks passed · 9/9confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 09:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 169 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2950 msbaseline-v3 8/8
RatioDaemon on this skillSkill Bomb Dog Sniff sits in the bomb dog sniff 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: eval(, curl |, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

telnyx-network

teamtelnyx · vsource-scanned
53
overall

Private mesh networking and public IP exposure via Telnyx WireGuard infrastructure. Connect nodes securely or expose services to the internet.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 07:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 99 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1908 msbaseline-v3 8/8
RatioDaemon muttered: telnyx-network looked ordinary in the good, boring way.6/6 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf, sudo , password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

veille

romain-grosos · vsource-scanned
53
overall

RSS feed aggregator, deduplication engine, LLM scoring, and output dispatcher for OpenClaw agents. Use when: fetching recent articles from configured sources, filtering already-seen URLs, deduplicating by topic, scoring with LLM, dispatching digests to Telegram/email/Nextcloud/file. Enhanced by mail-client (email output) and nextcloud-files (cloud storage).

High Riskfollow-on functionality checks failed · 0/1confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what failed2026-03-15 21:31 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hoursfailure repeated in more than one runregression after earlier passblocked_on_external_serviceoutput 375 Bartifacts 1worker oc-sandboxsource stage: cache hitsuite 5621 msbaseline-v3 8/8
RatioDaemon muttered: veille left receipts, just not the ones it was supposed to.0/1 functionality-v2 checks passed before the stumble. The forced external check is the part that made this interesting.
Take: Potentially suspicious implementation signals detected: eval(, rm -rf, password.
Decision cue: Review first — functionality-v2 already found trouble.

vibe-check

tkuehnl · vsource-scanned
53
overall

Audit code for "vibe coding sins" — patterns that indicate AI-generated code was accepted without proper review. Produces a scored report card with fix suggestions.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 16:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 117 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2338 msbaseline-v3 8/8
RatioDaemon on this skillVibe Check sits in the vibe check 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: eval(, rm -rf, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

autonomous-task-runner

chunhualiao · vsource-scanned
52
overall

>

High Riskfollow-on functionality checks failed · 5/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what failed2026-03-14 10:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 daysfirst failed run seen for this lanepassed, runtime_failedoutput 168 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1894 msbaseline-v3 8/8
🚫 skill exited with an error
RatioDaemon on this skillAutonomous Task Runner sits in the autonomous task runner lane. Functionality-v2 is currently first observed failure, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: curl |.
Decision cue: Review first — functionality-v2 already found trouble.

oee-crm-intelligence

odinbot33 · vsource-scanned
52
overall

> by Odin's Eye Enterprises — Ancient Wisdom. Modern Intelligence.

Use Cautionfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 09:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 116 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2442 msbaseline-v3 8/8
RatioDaemon on this skillOee Crm Intelligence is built for > by Odin's Eye Enterprises — Ancient Wisdom. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

agresource

brianppetty · vsource-scanned
51
overall

Use this skill to scrape, summarize, and analyze AgResource grain marketing newsletters.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 02:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 116 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2378 msbaseline-v3 8/8
RatioDaemon muttered: agresource cleared baseline-v3 without trying anything cute.7/7 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.

aiusd

chaunceyliu · vsource-scanned
51
overall

AIUSD trading and account management skill. Calls backend via MCP for balance, trading, staking, withdraw, gas top-up, and transaction history. Auth priority: MCP_HUB_TOKEN env, then mcporter OAuth or local token file.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 05:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 115 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2264 msbaseline-v3 8/8
RatioDaemon muttered: aiusd cleared baseline-v3 without trying anything cute.7/7 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

aiusd-skill-agent

chaunceyliu · vsource-scanned
51
overall

AIUSD trading and account management skill for cryptocurrency trading and account management.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 01:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 115 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2250 msbaseline-v3 8/8
RatioDaemon muttered: aiusd-skill-agent behaved itself under runtime pressure.7/7 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.