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OpenClaw skill trust index
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OpenClaw

OpenClaw publishes 52 tracked skills in DriftBot.

Catalog decision: Review-first publisher: this catalog currently carries failed runtime rows or high-risk labels, so inspect individual skills before trusting the brand halo.
52
indexed skills
60
average score
1
manual reviews
2
high-risk labels
catalog evidence snapshotno baseline-v3 receipts yetno functionality-v2 receipts yet1 manual review2 high-risk labels
Read this row as a catalog snapshot: runtime coverage, deeper follow-on coverage, human review presence, and high-risk concentration before you compare individual skills.

📊 Runtime quality summary

Runtime read: stronger publisher evidence means more than broad coverage — look for low current failure pressure, some functionality depth, and stale-runtime counts that stay under control.
eligible runtime skills: 0latest touch: n/ano current regressions
Baseline coverage
00% of eligible skills have baseline-v3 receipts
Baseline pass rate
0%0 passed · 0 currently failing
Functionality coverage
00% of baseline-cleared skills have functionality-v2
Fixture-backed rate
0%0 functionality-v2 rows have richer fixture/example proof
Stale baseline rows
0baseline receipts older than 7 days
Functionality failures
0current failed functionality-v2 rows in the latest publisher state

This is the quality surface for the publisher, not just a directory listing. It shows how much of the catalog has real receipts, how often those receipts are passing, whether richer fixture-backed proof exists, and whether the publisher currently carries regressions, reproduced failures, or stale runtime evidence.

Latest runtime touch: n/a. Publisher-level summaries do not replace skill-level review, but they do make reputation more earned: a publisher with broader coverage, stronger pass rates, and fixture-backed proof looks different from one living on thin smoke tests.

If you want the system-wide view, open the runtime dashboard. If you want the scoring logic, read the methodology.

Fresh runtime sliceStale runtime slice

No runtime receipts for this publisher yet.

Skills from this publisher

Showing 24 of 52 skills

Label mix on this page

Trusted: 24Use Caution: 0Insufficient Evidence: 0High Risk: 0

This distribution is a quick provenance cue, not a verdict. A publisher can have a mix of safer and riskier skills, so the useful move is to compare patterns here and then open the individual scorecards.

Publisher profiles are best for spotting catalog patterns: repeated shell access, common external services, whether manual review exists, and whether higher-risk labels are isolated or widespread.

On this page: 24 source-scanned, 0 catalog-only, and 0 manually reviewed entries in the current slice.

If you want the scoring logic, read the methodology. If you want the broader landscape, go back to the full index.

model-usage

OpenClaw · vbundled
76
overall

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

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

video-frames

OpenClaw · vbundled
74
overall

Extract frames or short clips from videos using ffmpeg.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

skill-creator

OpenClaw · vbundled
73
overall

Create, edit, improve, or audit AgentSkills. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md file. Also use when editing or restructuring a skill directory (moving files to references/ or scripts/, removing stale content, validating against the AgentSkills spec). Triggers on phrases like "create a skill", "author a skill", "tidy up a skill", "improve this skill", "review the skill", "clean up the skill", "audit the skill".

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

openai-whisper-api

OpenClaw · vbundled
72
overall

Transcribe audio via OpenAI Audio Transcriptions API (Whisper).

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

openai-image-gen

OpenClaw · vbundled
70
overall

Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

gemini

OpenClaw · vbundled
68
overall

Gemini CLI for one-shot Q&A, summaries, and generation.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

openai-whisper

OpenClaw · vbundled
68
overall

Local speech-to-text with the Whisper CLI (no API key).

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

obsidian

OpenClaw · vbundled
67
overall

Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

blucli

OpenClaw · vbundled
66
overall

BluOS CLI (blu) for discovery, playback, grouping, and volume.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

nano-banana-pro

OpenClaw · vbundled
66
overall

Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).

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

apple-notes

OpenClaw · vbundled
65
overall

Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks OpenClaw to add a note, list notes, search notes, or manage note folders.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

blogwatcher

OpenClaw · vbundled
65
overall

Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

camsnap

OpenClaw · vbundled
65
overall

Capture frames or clips from RTSP/ONVIF cameras.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

discord

OpenClaw · vbundled
65
overall

Discord ops via the message tool (channel=discord).

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

nano-pdf

OpenClaw · vbundled
65
overall

Edit PDFs with natural-language instructions using the nano-pdf CLI.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

songsee

OpenClaw · vbundled
65
overall

Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

spotify-player

OpenClaw · vbundled
65
overall

Terminal Spotify playback/search via spogo (preferred) or spotify_player.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

tmux

OpenClaw · vbundled
65
overall

Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

voice-call

OpenClaw · vbundled
65
overall

Start voice calls via the OpenClaw voice-call plugin.

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

peekaboo

OpenClaw · vbundled
64
overall

Capture and automate macOS UI with the Peekaboo CLI.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

slack

OpenClaw · vbundled
64
overall

Use when you need to control Slack from OpenClaw via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.

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

wacli

OpenClaw · vbundled
64
overall

Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).

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

clawhub

OpenClaw · vbundled
62
overall

Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawhub CLI.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Normal operational surface detected via environment, network, or shell-related references.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.

mcporter

OpenClaw · vbundled
62
overall

Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Higher-privilege capability areas are present (oauth), but that alone is not evidence of malicious behavior.
Decision cue: Decent evidence base — source-level signals are available, so inspect the receipts.
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Trust reading guide

Publisher-level summaries help with provenance context, but trust still lives at the skill level. Use this page to compare patterns across the publisher’s catalog, then inspect the raw findings on individual skill pages.

Back to the full index