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killgfat

killgfat publishes 5 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.
5
indexed skills
56
average score
0
manual reviews
2
high-risk labels
catalog evidence snapshotbaseline-v3 coverage 2/5functionality-v2 coverage 2no manual reviews yet2 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: 5latest touch: 14h agono current regressions
Baseline coverage
240% of eligible skills have baseline-v3 receipts
Baseline pass rate
100%2 passed · 0 currently failing
Functionality coverage
2100% 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: 2026-03-15 10:15 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-v214h ago
pubmed-edirect
6/6 passed
passed
passedbaseline-v314h ago
pubmed-edirect
8/8 passed
passed
failedfunctionality-v2first failed run seen for this lane17h ago
pyzotero
6/7 passed
runtime_failed
passedbaseline-v317h ago
pyzotero
8/8 passed
passed

Skills from this publisher

Showing 5 of 5 skills

Label mix on this page

Trusted: 2Use Caution: 1Insufficient Evidence: 0High Risk: 2

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: 5 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.

joplin-api

killgfat · vsource-scanned
68
overall

Manage Joplin notes via REST API. Use for creating, reading, updating, deleting, or searching Joplin notes programmatically.

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.

arxiv-cli-tools

killgfat · vsource-scanned
60
overall

| Key | Value |

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.

pyzotero

killgfat · vsource-scanned
56
overall

Python scripts for Zotero - supports search, browse, add items, and full collection management. Both local API and online Web API modes.

High Riskfollow-on functionality checks failed · 6/7confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what failed2026-03-15 07:30 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hoursfirst failed run seen for this lanepassed, runtime_failedoutput 99 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 2533 msbaseline-v3 8/8
🕵️ expected proof signal was missing🚫 skill exited with an error
RatioDaemon on this skillPyzotero is trying to handle python scripts for Zotero -. Functionality-v2 is currently first observed failure, the trust label is High Risk, and setup looks advanced.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: rm -rf, sudo .
Decision cue: Review first — functionality-v2 already found trouble.

pubmed-edirect

killgfat · vsource-scanned
53
overall

Search and retrieve literature from PubMed using NCBI's EDirect command-line tools. ⚠️ Advanced skill requiring manual installation.

High Riskfollow-on functionality checks passed · 6/6confidence: source evidence
+ 2 more
source-scannedsuspicious
Runtime receipts + what passed2026-03-15 10:15 UTC
functionality-v2evidence depth: follow-on functionality checkstested recently: within 24 hourspassedoutput 98 Bartifacts 0worker oc-sandboxsource stage: cache hitsuite 1910 msbaseline-v3 8/8
RatioDaemon muttered: pubmed-edirect cleared baseline-v3 without trying anything cute.6/6 functionality-v2 checks passed. Pleasantly boring.
Observed: skill-structure-ok
Take: Potentially suspicious implementation signals detected: curl |, rm -rf, sudo .
Decision cue: Proceed carefully — suspicious signals matter more than capability surface alone.

marp-cli

killgfat · vsource-scanned
41
overall

Convert Markdown to presentations via CLI. Output HTML, PDF, PowerPoint (PPTX), and images (PNG/JPEG).

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.
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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