🔎 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

🧾 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 5418 skills in the browsable catalog view · reviewed: no · 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 guide for newcomers: start by scanning the card badges for runtime passed, source-scanned, and fresh evidence. Then use the decision cue on each card to sort “good first pick” from “needs review” without opening every result.

claudemem

zelinewang · vsource-scanned
66
overall

>

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

color-palette

qrost · vsource-scanned
66
overall

Extract a color palette from an image and return HEX/RGB values with optional swatch image.

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

colorkit

szpakkamil · vsource-scanned
66
overall

Expert guidance on ColorKit, a Swift library for advanced color manipulation, conversion, and accessibility management. Use when developers mention: (1) CKColor, CKBlendMode, CKAPCA, (2) color space conversion (OKLAB, Display P3, sRGB), (3) WCAG or APCA contrast checks, (4) hex color initialization, (5) dynamic/adaptive colors for Dark Mode, (6) perceptual gamut mapping.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: 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.
Newcomer read: 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.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

craft-do

atomtanstudio · vsource-scanned
66
overall

Complete REST API integration for Craft.do - the beautiful note-taking and document app.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

csvtoexcel

xuanguan2020 · vsource-scanned
66
overall

This skill enables conversion of CSV files to Excel format with professional formatting, proper encoding handling for Chinese characters, and support for combining multiple CSV files into a single Excel workbook with separate sheets.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: 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.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

db-travel

mmichelli · vsource-scanned
66
overall

Plan journeys across Germany and Europe using the Deutsche Bahn API (v6.db.transport.rest). Covers ICE, IC, regional trains, S-Bahn, U-Bahn, trams, buses, ferries. Use when: (1) planning trips in Germany or cross-border European rail, (2) checking departure/arrival boards at German/European stations, (3) finding station IDs, (4) navigating cities like Berlin, Munich, Hamburg. Triggers on questions about German trains, DB, BVG, getting around Berlin, European rail connections.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: 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.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

dev-chronicle

sssamuelll · vsource-scanned
66
overall

Generate narrative chronicles of developer work from git history, session transcripts, and memory files. Use when the user asks "what did I do today/this week", wants a work summary, daily/weekly chronicle, standup notes, or portfolio narrative. Also triggers on "chronicle", "dev diary", "work story", "recap", or "standup".

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.
Newcomer read: 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
What the test confirmed2026-03-15 12:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 152 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2493 msbaseline-v3 8/8
RatioDaemon muttered: discogs-cli looked ordinary in the good, boring way.8/8 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: sudo .
Newcomer read: Proceed carefully — suspicious signals matter more than capability surface alone.

dory-memory

justinhartbiz · vsource-scanned
66
overall

File-based memory system for AI agents that forget between sessions. Implements the "Dory-Proof" pattern for continuity across context resets. Use when setting up agent memory, building workspace structure, implementing task tracking, or preventing context-loss errors. Triggers on "memory system", "remember between sessions", "Dory pattern", "agent continuity", or "workspace setup".

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

echodecks

drgeld · vsource-scanned
66
overall

Integrates with EchoDecks for flashcard management, study sessions, and AI generation.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

elevenlabs-voices

robbyczgw-cla · vsource-scanned
66
overall

High-quality voice synthesis with 18 personas, 32 languages, sound effects, batch processing, and voice design using ElevenLabs API.

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

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

endurance-coach

shiv19 · vsource-scanned
66
overall

Create personalized triathlon, marathon, and ultra-endurance training plans. Use when athletes ask for training plans, workout schedules, race preparation, or coaching advice. Can sync with Strava to analyze training history, or work from manually provided fitness data. Generates periodized plans with sport-specific workouts, zones, and race-day strategies.

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

envato-comment-task-to-sheet

lokendragami1 · vsource-scanned
66
overall

This skill analyzes ThemeForest / CodeCanyon comments and converts them into structured development tasks.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

exa-full

xieshaocong33ethan · vsource-scanned
66
overall

Exa AI search + Research API. Supports web/code search, content extraction, and async multi-step research tasks with outputSchema.

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

exa-skill

tokyo-s · vsource-scanned
66
overall

1. Clarify the research goal, scope, and output format.

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: 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.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

fix-life-in-1-day

evgyur · vsource-scanned
66
overall

Fix your entire life in 1 day. 10 psychological sessions based on Dan Koe's viral article.

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

founder-coach

goforu · 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.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.

freelance-pilot

liushaolin · vsource-scanned
66
overall

AI Agent Co-Pilot for Upwork & Fiverr. Includes Bid Calculator & Proposal Drafter. (Community Edition)

Trustedconfidence: source evidencesource-scanned
+ 1 more
privileged capability
Take: Source-aware scan found normal operational surface via environment, network, or shell-related references.
Newcomer read: Decent evidence base — source-level signals are available, so inspect the receipts.