🔎 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

🧾 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 248 skills in the browsable catalog view · evidence: source-scanned · runtime: tested · 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.

botpress-adk

yueranlu · vsource-scanned
40
overall

A guide to build AI bots with Botpress's Agent Development Kit (ADK)

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedprivileged capability
Runtime receipts + what passed2026-03-16 01:50 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1623 msbaseline-v3 8/8
RatioDaemon muttered: botpress-adk behaved itself under runtime pressure.5/5 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Source-aware scan found higher-privilege capability areas (token, 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.

caldav-cli

cyberash-dev · vsource-scanned
40
overall

Manage CalDAV calendars (iCloud, Google, Yandex) from the command line. Supports OAuth2 and Basic auth, multi-account, table/JSON output.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 11:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1653 msbaseline-v3 8/8
RatioDaemon on this skillCaldav Cli looks aimed at manage CalDAV calendars (iCloud, Google, Yandex) from the command line. 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.

lightning-agent-commerce

roasbeef · vsource-scanned
40
overall

End-to-end agentic commerce workflow using Lightning Network. Use when an agent needs to set up a full payment stack (lnd + lnget + aperture), buy or sell data via L402, or enable agent-to-agent micropayments.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 08:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1637 msbaseline-v3 8/8
RatioDaemon on this skillLightning Agent Commerce is built for end-to-end agentic commerce workflow using Lightning Network. 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.

ralph-security

dorukardahan · vsource-scanned
40
overall

Comprehensive security audit with 100 iterations (~30-60 min). Use when user says 'security audit', 'ralph security', 'weekly security check', 'audit this project', 'new project security review', or 'check for vulnerabilities'. Covers OWASP Top 10, auth, secrets, infrastructure, and code quality.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 23:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1616 msbaseline-v3 8/8
RatioDaemon on this skillRalph Security sits in the ralph security 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: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

skill-father

moodykong · vsource-scanned
40
overall

Authoritative skill-creation standards (Boss). Use when creating or updating OpenClaw skills so they are portable, reproducible, include prerequisites checks, and have a guided installation/onboarding flow that persists machine-specific config in skill-local config files.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 07:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1655 msbaseline-v3 8/8
RatioDaemon on this skillSkill Father looks aimed at authoritative skill-creation standards (Boss). 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-shield

yx2601816404-sys · vsource-scanned
40
overall

Security audit tool for ClawHub skills. Scans a skill directory with 65 detection patterns, anti-obfuscation analysis, and dual rating system (Security + Compliance). v0.6.1 fixes batch scan performance by skipping venv/node_modules directories. Use when: installing a new skill, reviewing skill safety, or auditing permissions.

High Riskfollow-on functionality checks passed · 8/8confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 06:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassed, handled_fake_credentials_cleanlyoutput 143 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2947 msbaseline-v3 8/8
RatioDaemon muttered: skill-shield behaved itself under runtime pressure.8/8 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: eval(, rm -rf, sudo , password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

sovereign-project-guardian

ryudi84 · vsource-scanned
40
overall

Project health and best practices enforcer. Checks security, quality, documentation, CI/CD, and dependencies. Produces a letter grade (A-F) with actionable fixes.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 04:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1624 msbaseline-v3 8/8
RatioDaemon on this skillSovereign Project Guardian looks aimed at project health and best practices enforcer. Baseline-v3 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.

azd-deployment

thegovind · vsource-scanned
39
overall

Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Container Apps, configuring remote builds with ACR, implementing idempotent deployments, managing environment variables across local/.azure/Bicep, or troubleshooting azd up failures. Triggers on requests for azd configuration, Container Apps deployment, multi-service deployments, and infrastructure-as-code with Bicep.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 05:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1694 msbaseline-v3 8/8
RatioDaemon muttered: azd-deployment cleared baseline-v3 without trying anything cute.5/5 functionality-v2 checks passed. Pleasantly boring.
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.

bug-audit

abczsl520 · vsource-scanned
39
overall

Comprehensive bug audit for Node.js web projects. Activate when user asks to audit, review, check bugs, find vulnerabilities, or do security/quality review on a project. Works by dissecting the project's actual code to build project-specific check matrices, then exhaustively verifying each item — not by running a generic checklist. Supports games, data tools, WeChat apps, API services, bots, and dashboards.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 06:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1710 msbaseline-v3 8/8
RatioDaemon muttered: bug-audit behaved itself under runtime pressure.5/5 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: eval(, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

firebase-auth-setup

guifav · vsource-scanned
39
overall

Configures Firebase Authentication — providers, security rules, custom claims, and React auth hooks

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 11:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1584 msbaseline-v3 8/8
RatioDaemon on this skillFirebase Auth Setup is trying to handle firebase auth setup. 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.

google-docs-skill

zagran · vsource-scanned
39
overall

Direct access to the Google Docs API using OAuth 2.0. Create documents, insert and format text, and manage document content.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedprivileged capability
Runtime receipts + what passed2026-03-16 01:50 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1654 msbaseline-v3 8/8
RatioDaemon muttered: google-docs-skill looked ordinary in the good, boring way.5/5 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
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.

secretcodex

akhmittra · vsource-scanned
39
overall

Generate creative code names and encode/decode secret messages using classic and sophisticated ciphers. Blends nostalgic decoder ring fun with modern cryptographic techniques. Includes Caesar, Vigenère, Polybius, Rail Fence, and hybrid methods. Provides keys for secure message sharing between trusted parties.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 04:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1618 msbaseline-v3 8/8
RatioDaemon on this skillSecretcodex is trying to handle secretcodex. 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.

sovereign-codebase-onboarding

ryudi84 · vsource-scanned
39
overall

Codebase onboarding assistant that maps project architecture, identifies patterns, generates guides, and helps new developers understand any repository in minutes instead of days.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 20:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1659 msbaseline-v3 8/8
RatioDaemon on this skillSovereign Codebase Onboarding is trying to handle sovereign codebase onboarding. Baseline-v3 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.

sovereign-commit-craft

ryudi84 · vsource-scanned
39
overall

Git commit message expert. Analyzes diffs to generate perfect conventional commits, changelogs, release notes, and PR descriptions. Enforces commit message best practices and conventional commits spec.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 22:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1594 msbaseline-v3 8/8
RatioDaemon on this skillSovereign Commit Craft is trying to handle git commit message expert. Baseline-v3 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.

sovereign-test-generator

ryudi84 · vsource-scanned
39
overall

Analyzes codebases and generates comprehensive test suites. Unit tests, integration tests, edge cases, mocking strategies. Supports JavaScript/TypeScript (Jest, Vitest), Python (pytest), Go, and Rust.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 07:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1686 msbaseline-v3 8/8
RatioDaemon on this skillSovereign Test Generator is trying to handle analyzes codebases and generates comprehensive test suites. Baseline-v3 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.

conversational-ai-assistant

satoshistackalotto · vsource-scanned
38
overall

Natural language interface for querying Greek accounting data. Ask questions in English, get answers from across all system skills.

Use Cautionfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 06:45 UTC
functionality-v2evidence depth: includes fixture-backed checkstested recently: within 7 dayspassedoutput 102 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1918 msbaseline-v3 8/8
RatioDaemon muttered: conversational-ai-assistant behaved itself under runtime pressure.6/6 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: sudo .
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

greek-financial-statements

satoshistackalotto · vsource-scanned
38
overall

Greek financial statement generation — P&L, balance sheets, VAT summaries with EGLS integration. Completeness gates prevent partial outputs.

Use Cautionfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 18:30 UTC
functionality-v2evidence depth: includes fixture-backed checkstested recently: within 7 dayspassedoutput 102 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1919 msbaseline-v3 8/8
RatioDaemon muttered: greek-financial-statements 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: sudo .
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

secure-auth-patterns

brandonwise · vsource-scanned
38
overall

Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 23:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1637 msbaseline-v3 8/8
RatioDaemon on this skillSecure Auth Patterns sits in the secure auth patterns 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: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

system-health-check

satoshistackalotto · vsource-scanned
38
overall

System health validator — checks skill files, paths, permissions, binaries, backup freshness, and encryption. Produces pass/fail reports.

Use Cautionfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 14:15 UTC
functionality-v2evidence depth: includes fixture-backed checkstested recently: within 24 hourspassedoutput 102 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1929 msbaseline-v3 8/8
RatioDaemon on this skillSystem Health Check is built for system health 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: sudo .
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

system-integrity-and-backup

satoshistackalotto · vsource-scanned
38
overall

Encrypted backups, integrity verification, and data retention enforcement for Greek legal requirements (5-20 year retention). AES-256.

Use Cautionfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 17:00 UTC
functionality-v2evidence depth: includes fixture-backed checkstested recently: within 24 hourspassedoutput 102 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1942 msbaseline-v3 8/8
RatioDaemon on this skillSystem Integrity And Backup sits in the self hosted and automation automation lane. Baseline-v3 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: sudo .
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

bandwidth-income

mariusfit · vsource-scanned
37
overall

Turn your unused internet bandwidth into passive crypto income. This skill helps you set up, monitor, and optimize bandwidth-sharing nodes across multiple networks.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 09:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 102 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1939 msbaseline-v3 8/8
RatioDaemon on this skillBandwidth Income is built for turn your unused internet bandwidth into passive crypto income. 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.

ctf-writeup-generator

akhmittra · vsource-scanned
37
overall

Automatically generate professional CTF writeups from solving sessions with flag detection, challenge categorization, and proper markdown formatting

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 06:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1700 msbaseline-v3 8/8
RatioDaemon on this skillCtf Writeup Generator looks aimed at ctf writeup generation. 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.

dub-links-api

ferminrp · vsource-scanned
37
overall

>

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 04:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1688 msbaseline-v3 8/8
RatioDaemon on this skillDub Links Api is built for dub links api. 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.

gcp-fullstack

guifav · vsource-scanned
37
overall

Full-stack super agent for projects on Google Cloud Platform with GitHub and Cloudflare — covers scaffolding, compute, database, auth, deploy, CDN, and security

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 14:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1619 msbaseline-v3 8/8
RatioDaemon on this skillGcp Fullstack is trying to handle gcp fullstack. 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.