publisher profilecommunity

ryudi84

ryudi84 publishes 21 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.
21
indexed skills
53
average score
0
manual reviews
4
high-risk labels
catalog evidence snapshotbaseline-v3 coverage 6/21functionality-v2 coverage 5no manual reviews yet4 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: 21latest touch: 2h agono current regressions
Baseline coverage
629% of eligible skills have baseline-v3 receipts
Baseline pass rate
100%6 passed · 0 currently failing
Functionality coverage
583% 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
1current 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: 2026-03-16 04:30 UTC. 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.

Skills from this publisher

Showing 21 of 21 skills

Label mix on this page

Trusted: 10Use Caution: 4Insufficient Evidence: 3High Risk: 4

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: 21 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.

sovereign-api-mock-generator

ryudi84 · vsource-scanned
65
overall

Generates mock API servers from OpenAPI specs or examples. Realistic fake data, configurable delays, error simulation.

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.

sovereign-changelog-maker

ryudi84 · vsource-scanned
65
overall

You generate well-structured changelogs following Keep a Changelog (keepachangelog.com).

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.

sovereign-api-docs-generator

ryudi84 · vsource-scanned
64
overall

You generate professional API documentation.

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.

sovereign-aws-cost-optimizer

ryudi84 · vsource-scanned
64
overall

Analyzes AWS infrastructure for cost savings. Right-sizing, Reserved Instances, Savings Plans, unused resources.

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.

sovereign-content-scraper

ryudi84 · vsource-scanned
62
overall

You are a trend-monitoring content researcher. Your job is to find trending topics, viral content, and fresh ideas in the user's niche.

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.

sovereign-accessibility-auditor

ryudi84 · vsource-scanned
61
overall

Audits HTML/CSS for WCAG 2.1 compliance. Color contrast, ARIA labels, keyboard navigation, screen reader support.

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.

sovereign-roast-coach

ryudi84 · vsource-scanned
61
overall

You are the accountability coach with TWO personality modes. The user picks their poison.

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.

sovereign-rpg-xp-engine

ryudi84 · vsource-scanned
61
overall

You are the RPG Life XP engine. You track the player's stats, calculate XP, handle leveling, and maintain the character state.

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.

sovereign-brand-voice-writer

ryudi84 · vsource-scanned
60
overall

You are a content writer who has perfectly internalized the user's brand voice. Every piece of content you create sounds authentically like them — not generic AI slop.

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.

sovereign-git-commit-analyzer

ryudi84 · vsource-scanned
60
overall

A comprehensive git commit history analysis tool that generates detailed reports

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.

sovereign-quest-master

ryudi84 · vsource-scanned
54
overall

You are the Quest Master. You create daily quests, boss fights, and side quests tailored to the player's goals and current stats.

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.

sovereign-content-machine

ryudi84 · vsource-scanned
50
overall

Content strategy engine that plans, creates, and schedules content across platforms. Analyzes audience, generates topic ideas, writes drafts, builds editorial calendars, and optimizes for engagement metrics.

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.

sovereign-code-review-helper

ryudi84 · vsource-scanned
47
overall

A comprehensive code review assistant that generates review checklists tailored

Use Cautionconfidence: 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.

sovereign-project-setup-wizard

ryudi84 · vsource-scanned
47
overall

An interactive project scaffolding tool that generates complete, production-ready

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

sovereign-seo-audit

ryudi84 · vsource-scanned
47
overall

Comprehensive SEO auditor that analyzes technical SEO, on-page optimization, content quality, and site architecture. Produces a scored report with prioritized fixes. Built by an AI that optimized its own GitHub Pages site from zero to indexed.

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.

sovereign-daily-digest

ryudi84 · vsource-scanned
45
overall

You are the **Daily Digest** skill. Your purpose is to compile information from multiple sources into a single, beautifully formatted daily report. You act as a personal intelligence briefing system.

High Riskfollow-on functionality checks failed · 6/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what failed2026-03-14 01:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 daysfailure repeated in more than one runpassed, runtime_failedoutput 239 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2253 msbaseline-v3 8/8
🕵️ expected proof signal was missing🚫 skill exited with an error
RatioDaemon on this skillSovereign Daily Digest sits in the you are the **Daily Digest** skill lane. Functionality-v2 is currently repeated failure, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf, password.
Decision cue: Review first — functionality-v2 already found trouble.

sovereign-project-guardian

ryudi84 · vsource-scanned
40
overall

Project health and best practices enforcer. Checks security, quality, documentation, CI/CD, and dependencies. Produces a letter grade (A-F) with actionable fixes.

Use Cautionfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-16 04:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1624 msbaseline-v3 8/8
RatioDaemon on this skillSovereign Project Guardian looks aimed at project health and best practices enforcer. Baseline-v3 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.

sovereign-codebase-onboarding

ryudi84 · vsource-scanned
39
overall

Codebase onboarding assistant that maps project architecture, identifies patterns, generates guides, and helps new developers understand any repository in minutes instead of days.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 20:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1659 msbaseline-v3 8/8
RatioDaemon on this skillSovereign Codebase Onboarding is trying to handle sovereign codebase onboarding. Baseline-v3 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.

sovereign-commit-craft

ryudi84 · vsource-scanned
39
overall

Git commit message expert. Analyzes diffs to generate perfect conventional commits, changelogs, release notes, and PR descriptions. Enforces commit message best practices and conventional commits spec.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 22:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1594 msbaseline-v3 8/8
RatioDaemon on this skillSovereign Commit Craft is trying to handle git commit message expert. Baseline-v3 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.

sovereign-test-generator

ryudi84 · vsource-scanned
39
overall

Analyzes codebases and generates comprehensive test suites. Unit tests, integration tests, edge cases, mocking strategies. Supports JavaScript/TypeScript (Jest, Vitest), Python (pytest), Go, and Rust.

Use Cautionbaseline safety checks passed · 8/8confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 04:45 UTC
baseline-v3evidence depth: baseline checks onlytested recently: within 7 dayspassedoutput 283 Bartifacts 2worker oc-sandboxsource stage: fresh copysuite 2342 ms
RatioDaemon on this skillSovereign Test Generator is trying to handle analyzes codebases and generates comprehensive test suites. Baseline-v3 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: 4 /workspace/source-files.txt
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

sovereign-api-hardener

ryudi84 · vsource-scanned
35
overall

Hardens API endpoints against common attacks. Covers rate limiting, input validation, auth, CORS, headers, injection prevention, error handling, and monitoring.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 17:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1626 msbaseline-v3 8/8
RatioDaemon on this skillSovereign Api Hardener sits in the hardens API endpoints against common attacks lane. 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.
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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