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Core Fabric CLI (fab) operations — workspace navigation, item management, authentication, resource types, path format, output formatting. Use when listing workspaces/items, creating/deleting resources, checking existence, describing items, or configuring the CLI.
Claude Skills are markdown + scripts loaded into Claude Code; scanned with the same pipeline.
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
1 critical finding reported by agent-audit-kit, 0 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
This artifact ships from 2 sources and their verdicts differ. The worst is github (Flagged). Installing from a cleaner source does not mean the others are safe — check the source you actually install from.
github: https://github.com/accelerate-data/vibedata-official, 81 findings
Claude Skills install to a single target, no runtime picker.
nerlo install -- 'accelerate-data/vibedata-official (fabric-cli-basics)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'accelerate-data/vibedata-official (fabric-cli-basics)' ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
6 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v1.4.0
2 findings · 0.6s
v2.0.11
51 findings · 9.4s
v0.3.74
24 findings · 1.8s
v0.1.0
0 findings · 3.4s
v0.1.0
1 finding · 3.4s
v0.1.0
0 findings · 11.0s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 21, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source: complete | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 78 findings across every scanner that examined this package. 1 of 1 finding rated critical by their scanner was among the dismissals.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
16 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: PIPELINE_TAINT_FLOW, opt.nerlo-rules.nerlo-install-pipe-to-shell, AAK-HEALTHCARE-AI-004 and 4 more · Files: /repo/docs/02-prereqs-operator.md, docs/03-deploy-docker.md, /repo/docs/SKILL.md and 3 more · reported by cisco-skill-scanner, nerlo-install-instruction, agent-audit-kit
8 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-AGENT-TRUST-002, AAK-AGENT-TRUST-001, AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/claude.yml, .github/workflows/ci.yml, .github/workflows/publish.yml and 2 more · reported by agent-audit-kit
1 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: AAK-AGENT-002 · Files: AGENTS.md · reported by agent-audit-kit
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
22 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/vibedata-domain-skills/skills/modeling-revenue-recognition/SKILL.md, /repo/plugins/vibedata-dlt-skills/skills/dlt-rest-api-connector/SKILL.md, /repo/plugins/fabric-cli/skills/fabric-mcp/SKILL.md and 19 more · reported by cisco-skill-scanner
14 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json, .agents/plugins/marketplace.json · reported by agent-audit-kit
9 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/.claude/rules/SKILL.md, /repo/plugins/vibedata-domain-skills/skills/modeling-revenue-recognition/references/SKILL.md and 6 more · reported by cisco-skill-scanner
6 HIDDEN_DATA_FILE
Files: /repo/plugins/vibedata-domain-skills/.codex-plugin/plugin.json, /repo/plugins/vibedata-dlt-skills/.codex-plugin/plugin.json, /repo/.agents/plugins/marketplace.json and 3 more · reported by cisco-skill-scanner
1 hooks-no-pretooluse
Files: settings.json · reported by agentshield
High-severity findings in marketplace plugin definitions.
The artifact contains multiple high-severity findings related to marketplace plugin definitions in `.agents/plugins/marketplace.json` and `.claude-plugin/marketplace.json`. These findings indicate potential issues with how the artifact interacts with or defines external marketplace components. Additionally, there are medium-severity findings concerning permissions and tool use hooks, and low-severity findings regarding vague descriptions and hidden data files.
Concern level assessed by the review: High. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
1 permissions-no-block
Files: settings.json · reported by agentshield