🔎 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 · web-and-frontend-development

🧾 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 924 skills in the browsable catalog view · reviewed: no · category: web-and-frontend-development · 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.

webchat-voice-full-stack

neldar · vsource-scanned
53
overall

>

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

agent-analytics

dannyshmueli · vsource-scanned
52
overall

Run analytics end-to-end from your agent without opening a dashboard. English-first workflow, with Chinese docs and content available. Create projects, ship tracking, query results, and run experiments.

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.

agent-dispatch

userfrm · vsource-scanned
52
overall

Lightweight agent registry and JIT router. Consult BEFORE performing specialized work such as code review, security audit, debugging, refactoring, performance optimization, infrastructure, data analysis, API design, testing, documentation, or any domain-specific engineering task. Maps tasks to specialized subagents, downloading them on demand if not installed locally.

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.

asdasdas

hailinhmacduc · vsource-scanned
52
overall

Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.

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

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.

bot-status-api-test

suspect80 · vsource-scanned
52
overall

Deploy a lightweight status API that exposes your OpenClaw bot's runtime health, service connectivity, cron jobs, skills, system metrics, and more. Use when setting up a monitoring dashboard, health endpoint, or status page for an OpenClaw agent. Supports any services via config (HTTP checks, CLI commands, file checks). Zero dependencies — Node.js only.

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

bricks-cli

jhen0409 · vsource-scanned
52
overall

Manage BRICKS workspace via CLI. Use for device status, screenshots, control, monitoring, group operations, application management, module management, and project initialization and deployment. Triggers on: device management, digital signage control, BRICKS workspace tasks, app/module updates, project setup.

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.

core-refinery

leegitw · vsource-scanned
52
overall

Find the core that runs through everything — the ideas that survive across all your sources.

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.

datafast-analytics

bennyqp · vsource-scanned
52
overall

Query DataFast website analytics and visitor data via the DataFast API for metrics, time series, realtime stats, breakdowns, visitor details, and goal/payment management.

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

domain-authority-auditor

aaron-he-zhu · vsource-scanned
52
overall

This skill should be used when the user asks to "audit domain authority", "domain trust score", "CITE audit", "how authoritative is my site", "domain credibility check", "is my domain trustworthy", or "domain credibility score". Runs a full CITE 40-item domain authority audit, scoring domains across 4 dimensions with weighted scoring by domain type. Produces a detailed report with per-item scores, dimension analysis, veto checks, and a prioritized action plan. For content-level assessment, see content-quality-auditor. For link profile details, see backlink-analyzer.

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.

exponential

positonic · vsource-scanned
52
overall

Manage tasks, projects, and workspaces in Exponential via the `exponential` CLI. Use when creating, listing, or updating actions/tasks, viewing projects, checking today's tasks, managing kanban boards, or any Exponential productivity workflow. Triggers on "create a task", "what's on my plate", "list actions", "update task", "exponential", "daily plan", or project management requests.

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.

generect

vokaplok · vsource-scanned
52
overall

Search B2B leads and companies, find/validate emails via Generect Live API. Use when the user needs to find people by job title/company/industry, search companies by ICP, generate business emails from name+domain, or validate email addresses. Covers lead generation, prospecting, enrichment, and email discovery workflows.

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.

hotmention

alexandr-belogubov · vsource-scanned
52
overall

Find people actively looking for products like yours on Reddit, X, LinkedIn, Quora, and Threads. Free mode uses web_search; paid mode uses the HotMention API.

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.

ide-agent-kit

thinkoffapp · vsource-scanned
52
overall

Filesystem message bus and webhook relay for multi-agent IDE coordination. Use when agents need to share events, poll Ant Farm rooms, receive GitHub/GitLab webhooks, coordinate tasks across sessions, or run scheduled jobs. Local-first with zero network by default. Trigger on cross-agent messaging, webhook ingestion, room polling, cron scheduling, or tmux command execution.

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.

im-framework-team

samuel-dunlap · vsource-scanned
52
overall

Forrest's Team — Immanent Metaphysics agent framework and onboarding. Use when: (1) reasoning from the IM framework (axioms, modalities, ICT, effective choice), (2) helping a team member set up their own OpenClaw agent, (3) configuring a soul file grounded in the IM, (4) engaging other agents with principled ethics, (5) connecting to the team ecosystem (Telegram bots, agent directory), (6) citing or paraphrasing Forrest Landry's work with proper attribution, (7) loading IM reference materials into an agent workspace, (8) answering questions about the team's agent network or onboarding process. Includes structured ontology (134 concepts, 348 relations), soul file template, attribution guidelines, and full setup guide.

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

ksef-accountant-en

alexwoo-awso · vsource-scanned
52
overall

National e-Invoice System (KSeF) accounting assistant in English. Use when working with KSeF 2.0 API, FA(3) invoices, Polish VAT compliance, e-invoice processing, payment matching, VAT registers (JPK_V7), corrective invoices, split payment mechanism (MPP) or Polish accounting workflows. Provides domain knowledge for invoice issuance, purchase processing, expense classification, fraud detection and cash flow forecasting in the KSeF ecosystem.

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

ksef-accountant-pl

alexwoo-awso · vsource-scanned
52
overall

Asystent ksiegowy Krajowego Systemu e-Faktur (KSeF) w jezyku polskim. Uzyj przy pracy z KSeF 2.0 API, fakturami FA(3), zgodnoscia z polskim VAT, przetwarzaniem e-faktur, dopasowywaniem platnosci, rejestrami VAT (JPK_V7), fakturami korygujacymi, mechanizmem podzielonej platnosci (MPP) lub polskimi przeplywami ksiegowymi. Dostarcza wiedze domenowa do wystawiania faktur, przetwarzania zakupow, klasyfikacji kosztow, wykrywania fraudu i prognozowania cash flow w ekosystemie KSeF.

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

longevity-assistant

lofimichael · vsource-scanned
52
overall

Evaluates longevity interventions using evidence tiers. Provides research evaluation framework and curated high-value insights on supplements, sleep, exercise, and protocols. Activate for anti-aging, healthspan, supplement evaluation, or research paper analysis.

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.

master-marketing

tevfikgulep · vsource-scanned
52
overall

All-in-one marketing engine combining growth strategy, content remixing, and trend monitoring. Drive growth with data-driven strategies, repurposed content across all platforms, and real-time trend analysis.

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

minimax-mcp

tangusers · vsource-scanned
52
overall

MiniMax MCP server for web search and image understanding. Use when needing: (1) Web search via MiniMax API, (2) Analyze/describe images, (3) Extract content from URLs. Requires MINIMAX_API_KEY (China: api.minimaxi.com, Global: api.minimax.io).

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.

my-play-music-from-yt

whodidthese · vsource-scanned
52
overall

Play music on YouTube via browser automation with playwright-cli.

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.

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.

ogt-docs-define

eduardou24 · vsource-scanned
52
overall

General guide for creating definition documents. Use when you need to define WHAT something IS - concepts, entities, systems, or domains. Routes to specialized sub-skills for specific definition types (business, features, code, marketing, branding, tools).

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.

opusflame-deep-research

leadingot · vsource-scanned
52
overall

Autonomous multi-model deep research with framework-driven reasoning. Spawns 4 parallel model agents (Gemini 2.5 Pro, o3, Opus, MiniMax), each applies best-practice frameworks to the question, then merges into a cross-validated final report. Use when: (1) user asks for in-depth research, (2) 'research X' or 'deep dive on X', (3) complex questions requiring multiple sources. NOT for: simple factual lookups.

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