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brandonwise

brandonwise publishes 7 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.
7
indexed skills
43
average score
0
manual reviews
3
high-risk labels
catalog evidence snapshotbaseline-v3 coverage 3/7functionality-v2 coverage 3no manual reviews yet3 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: 7latest touch: 24h agono current regressions
Baseline coverage
343% of eligible skills have baseline-v3 receipts
Baseline pass rate
100%3 passed · 0 currently failing
Functionality coverage
3100% 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: 2026-03-15 02:00 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.

Fresh runtime sliceStale runtime slice
passedfunctionality-v224h ago
api-security
5/5 passed
passed
passedbaseline-v324h ago
api-security
8/8 passed
passed
passedfunctionality-v226h ago
secure-auth-patterns
5/5 passed
passed
passedbaseline-v326h ago
secure-auth-patterns
8/8 passed
passed
passedfunctionality-v229h ago
vulnerability-scanner
7/7 passed
passed
passedbaseline-v329h ago
vulnerability-scanner
8/8 passed
passed

Skills from this publisher

Showing 7 of 7 skills

Label mix on this page

Trusted: 1Use Caution: 3Insufficient Evidence: 0High Risk: 3

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: 7 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.

ai-humanizer

brandonwise · vsource-scanned
64
overall

>

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.

vulnerability-scanner

brandonwise · vsource-scanned
43
overall

Advanced vulnerability analysis for OWASP 2025, supply chain security, attack surface mapping, and risk prioritization.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 20:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 116 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2458 msbaseline-v3 8/8
RatioDaemon on this skillVulnerability Scanner looks aimed at vulnerability scanning. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: eval(, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

sql-injection-testing

brandonwise · vsource-scanned
42
overall

Comprehensive SQL injection vulnerability assessment techniques for web applications, covering detection, exploitation, and defense validation.

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.

threat-modeling

brandonwise · vsource-scanned
41
overall

Expert in threat modeling methodologies, security architecture review, and risk assessment using STRIDE, PASTA, attack trees, and security requirement extraction.

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.

secrets-management

brandonwise · vsource-scanned
38
overall

Secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, and native platform solutions.

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.

secure-auth-patterns

brandonwise · vsource-scanned
38
overall

Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 23:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1637 msbaseline-v3 8/8
RatioDaemon on this skillSecure Auth Patterns sits in the secure auth patterns 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.

api-security

brandonwise · vsource-scanned
35
overall

Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities.

High Riskfollow-on functionality checks passed · 5/5confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 02:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 80 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1649 msbaseline-v3 8/8
RatioDaemon on this skillApi Security is built for api security. 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