🔎 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
✨ Quick picks
🏷 Categories · coding-agents-and-ides

🧾 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 1200 skills in the browsable catalog view · category: coding-agents-and-ides · 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.

dataset-finder

anisafifi · vsource-scanned
57
overall

Use this skill when users need to search for datasets, download data files, or explore data repositories. Triggers include: requests to \"find datasets\", \"search for data\", \"download dataset from Kaggle\", \"get data from Hugging Face\", \"find ML datasets\", or mentions of data repositories like Kaggle, UCI ML Repository, Data.gov, or Hugging Face. Also use for previewing dataset statistics, generating data cards, or discovering datasets for machine learning projects. Requires OpenClawCLI installation from clawhub.ai.

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.

dellight-cio-intelligence

arthurelgindell · vcatalog
57
overall

Chief Intelligence Officer operations for AI startups.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.

diagrams

brennerspear · vcatalog
57
overall

Generate visual flow diagrams, architecture diagrams, and system maps as SVG/PNG.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.

dividend-premium-tracker

gykdly · vsource-scanned
57
overall

Track the dividend premium (dividend yield minus 10-year bond yield) for CSI Dividend Low Volatility Index. Monitor dividend yield, 10-year bond yield, and calculate the premium for investment decisions.

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

docs-feeder

zerone0x · vsource-scanned
57
overall

Auto-fetch project documentation and feed it to your AI agent for debugging and learning.

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.

dwnldr

chordlini · vcatalog
57
overall

Yarr! Plunder videos from the seven seas of the internet — YouTube, TikTok, Instagram, X, Reddit & 1000+ ports o'.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.

enoch-tuning

enochosbot-bot · vcatalog
57
overall

A battle-tested OpenClaw setup with pre-wired identity, memory architecture, security protocols, and automation.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.

exec-error-doctor

bluebirdback · vcatalog
57
overall

Diagnose and mitigate exec-related command failures across tools (OpenClaw exec output, shell errors, GitHub CLI.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.

extropy

deveshparagiri · vcatalog
57
overall

Execution-first operator for Extropy: run pipelines, diagnose failures, and deliver evidence-backed simulation.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.

fleet

oguzhnatly · vsource-scanned
57
overall

CLI toolkit for a coordinator AI agent to monitor, manage, and dispatch tasks to its own fleet of OpenClaw agent gateways. Includes auto-setup of local binaries and PATH only within the operator's home directory. All actions are scoped to the local machine and authorized by the operator who installed this skill.

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

fork-manager

glucksberg · vsource-scanned
57
overall

Manage forks with open PRs - sync upstream, rebase branches, track PR status, and maintain production branches with pending contributions. Supports automatic conflict resolution via --auto-resolve flag (spawns AI subagents to resolve rebase conflicts). Use when syncing forks, rebasing PR branches, building production branches that combine all open PRs, reviewing closed/rejected PRs, or managing local patches kept outside upstream. Requires Git and GitHub CLI (gh).

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.

fosmvvm-serverrequest-generator

foscomputerservices · vcatalog
57
overall

Generate FOSMVVM ServerRequest types for CRUD operations and client-server communication.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.

genvirall-skill

fdarkaou · vcatalog
57
overall

Complete genviral Partner API automation.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.

ghin-golf-tracker

pfrederiksen · vsource-scanned
57
overall

OpenClaw skill for analyzing GHIN (Golf Handicap and Information Network) golf statistics and handicap tracking.

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.

gitrama

ahmaxdev · vcatalog
57
overall

Git history intelligence powered by AI.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.

gopls-lsp

bowen31337 · vsource-scanned
57
overall

Go language server (gopls) providing code intelligence, refactoring, and analysis for .go files. Use when working with Go code that needs autocomplete, go-to-definition, find references, error detection, or refactoring support.

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.

greptile

iahmadzain · vsource-scanned
57
overall

Query, search, and manage repositories indexed by Greptile (AI codebase intelligence). Use when asking questions about a codebase, searching for code patterns, indexing repos for Greptile review, or checking Greptile index status. Requires GREPTILE_TOKEN and a GitHub/GitLab token.

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.

grok-imagine-video

devvgwardo · vsource-scanned
57
overall

xAI Grok Imagine API integration for image generation, text-to-video, image-to-video, and editing via natural language. Use when you need to generate images or videos from text prompts, edit existing images, animate static images into videos, or edit existing videos with natural language instructions. Supports conversational generation across messaging platforms with async polling, progress updates, and automatic delivery.

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

instagram-reel-downloader-whatsapp

besaif · vsource-scanned
57
overall

Download an Instagram Reel via sssinstagram.com and return it as a WhatsApp-ready video file. Use when a reel URL is provided and yt-dlp is blocked or not preferred.

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

inversion-strategist

artyomx33 · vsource-scanned
57
overall

Flip problems upside down - instead of "how to succeed", ask "how to definitely fail" then avoid those paths. Use when user says "invert", "inversion", "flip it", "opposite approach", "how would this fail", "avoid failure", "what NOT to do", "Munger", "anti-goals", "guarantee failure".

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.

itsyhome-control

nickustinov · vsource-scanned
57
overall

Control and query HomeKit and Home Assistant smart home devices via the Itsyhome macOS app (https://itsyhome.app). Use when the user asks to turn devices on/off, toggle lights, set brightness/temperature/color/fan speed/blind position, lock/unlock doors, open/close garage doors, run scenes, list rooms or devices, check device state or status. Requires Itsyhome Pro running on the same Mac as the OpenClaw gateway. Trigger on any smart home control intent (lights, thermostat, locks, blinds, fans, cameras, scenes, groups).

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.

janitor

sarthib7 · vsource-scanned
57
overall

**Janitor** is an intelligent cleanup and session management skill for OpenClaw AI agents. It automatically manages cache, optimizes memory usage, and **prevents context overflow** by monitoring token usage and intelligently pruning old sessions.

High Riskfollow-on functionality checks failed · 8/9confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what failed2026-03-15 01:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 daysfirst failed run seen for this lanepassed, runtime failedoutput 427 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 3026 msbaseline-v3 8/8
🕵️ expected proof signal was missing🚫 skill exited with an error
RatioDaemon muttered: janitor made it to runtime and then fell apart on contact.8/9 functionality-v2 checks passed before the stumble. The node help is the part that made this interesting.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf, sudo .
Decision cue: Review first — functionality-v2 already found trouble.

kube-medic

tkuehnl · vsource-scanned
57
overall

Kubernetes Cluster Triage & Diagnostics — instant AI-powered incident triage via kubectl

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

lens

capachow · vcatalog
57
overall

Use when you need your agent to see the world through your LENS.

Insufficient Evidenceconfidence: limited evidencecatalog-only
+ 1 more
privileged capability
Take: Indexed from the community catalog. Source-aware static analysis and manual review are still pending.
Decision cue: Thin evidence slice — do not treat this card like a verified green light.