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tkuehnl

tkuehnl publishes 15 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.
15
indexed skills
58
average score
0
manual reviews
4
high-risk labels
catalog evidence snapshotbaseline-v3 coverage 8/15functionality-v2 coverage 8no 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: 15latest touch: 29h agono current regressions
Baseline coverage
853% of eligible skills have baseline-v3 receipts
Baseline pass rate
100%8 passed · 0 currently failing
Functionality coverage
8100% 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 01:00 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-v229h ago
tf-plan-review
6/6 passed
passed
passedfunctionality-v232h ago
rug-checker
6/6 passed
passed
passedfunctionality-v235h ago
pager-triage
6/6 passed
passed
passedbaseline-v337h ago
tf-plan-review
8/8 passed
passed
passedfunctionality-v238h ago
vibe-check
7/7 passed
passed
passedbaseline-v340h ago
vibe-check
8/8 passed
passed

Skills from this publisher

Showing 15 of 15 skills

Label mix on this page

Trusted: 5Use Caution: 5Insufficient Evidence: 1High 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: 15 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.

feed-diet

tkuehnl · vsource-scanned
64
overall

Audit your information diet across HN and RSS feeds — beautiful reports with category breakdowns, ASCII charts, and personalized recommendations.

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.

cacheforge-ops

tkuehnl · vsource-scanned
63
overall

CacheForge operations — check balance, top up, manage upstream, API keys. Pay-as-you-go with Stripe or crypto.

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.

cacheforge

tkuehnl · vsource-scanned
62
overall

CacheForge primary skill — bootstrap onboarding + ops + stats for the OpenAI-compatible token optimization gateway. Cut your LLM bill by up to 30% (results vary by provider/workload).

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.

cacheforge-stats

tkuehnl · vsource-scanned
61
overall

CacheForge terminal dashboard — usage, savings, and performance metrics. See exactly where your tokens go.

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.

dep-audit

tkuehnl · vsource-scanned
61
overall

>

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.

meeting-autopilot

tkuehnl · vsource-scanned
61
overall

>

Use Cautionfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 08:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1974 msbaseline-v3 8/8
RatioDaemon on this skillMeeting Autopilot sits in the meeting automation 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: rm -rf.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

log-dive

tkuehnl · vsource-scanned
60
overall

>

Use Cautionfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 00:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1984 msbaseline-v3 8/8
RatioDaemon on this skillLog Dive sits in the log investigation 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.

pager-triage

tkuehnl · vsource-scanned
60
overall

>

Use Cautionfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 19:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1903 msbaseline-v3 8/8
RatioDaemon on this skillPager Triage is built for pager triage. Functionality-v2 currently passes, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

rug-checker

tkuehnl · vsource-scanned
60
overall

>

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 22:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1920 msbaseline-v3 8/8
RatioDaemon on this skillRug Checker is built for rug checker. 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.

agentic-devops

tkuehnl · vsource-scanned
59
overall

Production-grade agent DevOps toolkit — Docker, process management, log analysis, and health monitoring. Built by engineers who run production.

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.

kube-medic

tkuehnl · vsource-scanned
57
overall

Kubernetes Cluster Triage & Diagnostics — instant AI-powered incident triage via kubectl

Insufficient Evidenceconfidence: 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.

cacheforge-setup

tkuehnl · vsource-scanned
53
overall

Set up CacheForge — register, configure upstream, get your API key in 30 seconds. One line of config, zero code changes.

Use Cautionfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 14:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 116 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2641 msbaseline-v3 8/8
RatioDaemon muttered: cacheforge-setup looked ordinary in the good, boring way.7/7 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

cacheforge-vibe-check

tkuehnl · vsource-scanned
53
overall

Audit code for "vibe coding sins" — patterns that indicate AI-generated code was accepted without proper review. Produces a scored report card with fix suggestions.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 11:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 117 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2322 msbaseline-v3 8/8
RatioDaemon on this skillCacheforge Vibe Check is trying to handle cacheforge vibe check. 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(, rm -rf, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

vibe-check

tkuehnl · vsource-scanned
53
overall

Audit code for "vibe coding sins" — patterns that indicate AI-generated code was accepted without proper review. Produces a scored report card with fix suggestions.

High Riskfollow-on functionality checks passed · 7/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-14 16:45 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 117 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2338 msbaseline-v3 8/8
RatioDaemon on this skillVibe Check sits in the vibe check 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: eval(, rm -rf, password.
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

tf-plan-review

tkuehnl · vsource-scanned
49
overall

>

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 01:00 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 7 dayspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1960 msbaseline-v3 8/8
RatioDaemon on this skillTf Plan Review sits in the tf plan review 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: rm -rf, 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