🔎 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 · 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.

📏 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 1155 skills in the browsable catalog view · evidence: source-scanned · 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.

quick-test

gustavoziaugra · vsource-scanned
67
overall

Quick system test to verify OpenClaw environment. Simple command execution with output validation. Use when testing if OpenClaw is working correctly, verifying command execution, or need a simple command run. Perfect for debugging or confirming system status.

Trustedconfidence: 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.

rhandus-file-management

rhanxerox · vsource-scanned
67
overall

Google Drive file management for OpenClaw using gog CLI. Upload, download, list, search, and organize files.

Trustedconfidence: 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.

rotate-openrouter-key

chunhualiao · vsource-scanned
67
overall

Safely rotate the OpenRouter API key across all config files in an OpenClaw installation. Finds every location where the key is stored, updates them, restarts the gateway, and verifies the new key works. Use when asked to "rotate openrouter key", "change openrouter api key", "update openrouter key", or "replace openrouter key".

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

2nd-brain

coderaven · vsource-scanned
66
overall

|

Trustedconfidence: 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.

arc-security

shaivpidadi · vsource-scanned
66
overall

Chain-agnostic security infrastructure for OpenClaw skills. Auditors stake USDC to vouch for skill safety, users pay micro-fees to access verified skills, and malicious skills get slashed through decentralized governance -- all powered by CCTP on Arc.

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

audio-upload-aioz-stream

vinhbui3004 · vsource-scanned
66
overall

Quick upload audio to AIOZ Stream API. Create audio objects with default or custom encoding configurations, upload the file, complete the upload, then return the audio link to the user.

Trustedconfidence: 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.

claude-usage

lemodigital · vsource-scanned
66
overall

Calculate Claude Max subscription usage from OpenClaw session data. Shows credits consumed, weekly budget percentage, 5-hour rate limit window, and per-session breakdown.

Trustedconfidence: 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.

config-field

redcontritio · vsource-scanned
66
overall

Validate OpenClaw configuration fields against the official Zod schema. Use when reading or writing openclaw.json to check if configuration fields exist and are valid. Covers agents, channels, tools, logging, session configuration with 136+ field definitions.

Use Cautionconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found higher-privilege capability areas (token, 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.

context-budgeting

sarielwang93 · vsource-scanned
66
overall

Manage and optimize OpenClaw context window usage via partitioning, pre-compression checkpointing, and information lifecycle management. Use when the session context is near its limit (>80%), when the agent experiences "memory loss" after compaction, or when aiming to reduce token costs and latency for long-running tasks.

Trustedconfidence: 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.

cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction

aeromomo · vsource-scanned
66
overall

Claw Compactor v6.0 — 50%+ savings through rule-based compression, dictionary encoding, session observation compression, and progressive context loading.

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

deterministic-controller

variable190 · vsource-scanned
66
overall

Deterministic, evidence-gated controller templates for OpenClaw (HEARTBEAT/ACTIVITIES + sprint template + poll cron payload). Docs-only: installs no services and makes no config changes by itself.

Trustedconfidence: 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.

discogs-cli

jrojas537 · vsource-scanned
66
overall

An OpenClaw skill to manage a user's vinyl record collection on Discogs.

Use Cautionfollow-on functionality checks passed · 8/8confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 12:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 152 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2493 msbaseline-v3 8/8
RatioDaemon on this skillDiscogs Cli is built for openClaw skill to manage a user's vinyl record collection on Discogs. 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.

embedded-review

ylongw · vsource-scanned
66
overall

Expert code review for embedded/firmware projects with dual-model cross-review (Claude + Codex via ACP). Detects memory safety, interrupt hazards, RTOS pitfalls, hardware interface bugs, and C/C++ anti-patterns.

Trustedconfidence: 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.

fhir-questionnaire

elmariachi111 · vsource-scanned
66
overall

Helps creating FHIR conforming questionnaire definitions from plain requirement ideation docs. Contains scripts to look up LOINC and SNOMED CT codes for medical conditions, findings, observations, medications, procedures from a official coding APIs. No API keys required at the moment.

Trustedconfidence: 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.

haqq-content-workbench

m7madash · vsource-scanned
66
overall

Create, verify, and package Islamic-ethics content for discussion. Use when the user asks for: (1) summarizing long texts, (2) checking sources/claims, (3) producing multiple post variants to avoid duplication, (4) generating discussion questions, or (5) archiving ideas for later publishing.

Trustedconfidence: 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.

interview-designer

mikonos · vsource-scanned
66
overall

Analyze resumes and design interview strategies using evidence-based methodology. Transforms interview prep from "read resume → ask questions" into "define standard → forensic evidence → future simulation". Combines Geoff Smart's Topgrading, Lou Adler's performance-based hiring, and Daniel Kahneman's bias control. Use when preparing for interviews, creating structured interview guides, or designing questions to validate candidate competencies.

Trustedconfidence: 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.

liblib-ai-gen

xtaq · vsource-scanned
66
overall

Generate images with Seedream4.5 and videos with Kling via LiblibAI API. Use when user asks to generate/create images, pictures, illustrations, or videos using LiblibAI, Seedream, or Kling models.

Trustedconfidence: 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.

mindcore

fatcatmaofei · vsource-scanned
66
overall

>

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

model-matrix

hybredm · vsource-scanned
66
overall

Weighted model-routing matrix for OpenClaw (cost-aware, policy-aware, daily scorecard template).

Trustedconfidence: 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.

opc

tohnee · vsource-scanned
66
overall

OPC (One-Person Company) Framework - Complete AI agent system for solo entrepreneurs with 14 integrated skills. From ideation to deployment - creative planning, market research, proposal writing, PRD generation, development, testing, deployment, operations, and more.

Trustedconfidence: 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.

personal-ideas

gekacross · vsource-scanned
66
overall

Acts as the user's idea capture and brainstorm partner in the Ideas topic. Catches ideas, develops them, connects dots between past ideas. Use when in Personal chat Ideas topic, or when user mentions idea, thought, concept, brainstorm, startup, project idea, or "what if".

Trustedconfidence: 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.

tpm-copilot

reighlan · vsource-scanned
66
overall

AI-powered operating system for Technical Program Managers and Project Managers. Pulls data from Jira, Linear, GitHub, and calendars to auto-generate status reports, track risks and blockers, manage meeting workflows, map dependencies, and deliver stakeholder dashboards. Use when: (1) generating status reports or program updates, (2) tracking risks, blockers, or stale tickets, (3) preparing meeting agendas or extracting action items, (4) mapping cross-team dependencies, (5) creating stakeholder dashboards, (6) monitoring sprint health or velocity, (7) writing executive summaries, or (8) automating any TPM/PM workflow.

Trustedconfidence: 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.

video-upload-aioz-stream

vinhbui3004 · vsource-scanned
66
overall

Quick upload video to AIOZ Stream API. Create video objects with default or custom encoding configurations, upload the file, complete the upload, then return the video link to the user.

Trustedconfidence: 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.

visual-prompt-engine

abdullah4ai · vsource-scanned
66
overall

Generate diverse, non-repetitive image prompts powered by real visual references from Dribbble and design platforms. USE WHEN: user wants an image prompt, needs creative visual inspiration, asks for design-informed prompts, wants to avoid repetitive AI image generation, or says 'generate a prompt for an image', 'give me a creative image idea', 'make me a unique visual prompt'. DON'T USE WHEN: user wants to generate the image itself (use an image generation tool), wants to edit an existing image, or needs text-only content. EDGE CASES: 'make me an image' → use image generation tool, then optionally this skill for the prompt. 'improve this image prompt' → this skill. 'I keep getting similar AI images' → this skill (solves repetition).

Trustedconfidence: 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.