SKILLEMALL.ai

BF asset-graph-management

Build, maintain, validate, and publish an evidence-backed asset graph or OKF-style resource map for operations, ops, DevOps, SRE, platform engineering, infrastructure inventory, CMDB-like service catalogs, dependency mapping, incident handoff, and 运维 discovery. Use when mapping operational assets such as repositories, compute, services, databases, queues, websites, pipelines, storage, networks, identity systems, MCP servers, Jenkins/CI jobs, APIs, external services, or business systems; when a user provides an entrypoint or config such as SSH, URL/API, MCP, Jenkins, Git, database, object storage, cloud, Kubernetes, monitoring, or SaaS access and expects discovery; when turning scattered operational knowledge into agent-readable Markdown plus structured frontmatter; or when preparing open-source/demo-safe asset-management methodology without exposing private infrastructure.

ClawHub Agent Skills author: qinyongliang v0.1.2 MIT-0 2 files body ≈ 1 084 tokens Open the sourceclawhub.ai analyzed 34 h ago

Build, maintain, validate, and publish an evidence-backed asset graph or OKF-style resource map for operations, ops, DevOps, SRE, platform engineering…

As a process F 30/100 · Will not run — References files that are not bundled: references/asset-model.md, references/devops-discovery.md, references/evidence-and-safety.md

AnalyzerKubernetesInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
69
Run on models
none yet
Process rating
F
30/100
Will not run
References files that are not bundled: references/asset-model.md, references/devops-discovery.md, references/evidence-and-safety.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/asset-model.md
  • warning missing-ref reference to a missing file: references/devops-discovery.md
  • warning missing-ref reference to a missing file: references/evidence-and-safety.md
  • warning missing-ref reference to a missing file: references/script-requirements.md
  • warning missing-ref reference to a missing file: references/publishing-checklist.md

Process rating: all ten parameters 30/100

Will not run. References files that are not bundled: references/asset-model.md, references/devops-discovery.md, references/evidence-and-safety.md
  • 0Tools and files. 5 referenced file(s) missing: references/asset-model.md, references/devops-discovery.md, references/evidence-and-safety.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 6 mutating operations with no state check
  • 40Consistency. Frontmatter name (asset-graph-management) differs from the folder (okf-asset-graph)
  • 100Steps. 15 steps
  • 100Execution cost. Instruction body is 1084 tokens
  • 100Progress reporting. Reports progress

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 885: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Structure: 7 headings
  • +3Step-by-step instructions: 15 items
  • +4Has examples (2 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.

External checks

ClawHub: suspicious
The skill is not malicious, but it encourages broad proactive infrastructure discovery from private entrypoints without enough scoping or confirmation.
LLM: suspicious (medium) · VirusTotal: · 29 Jun 2026