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AF obsidian-ontology-sync

Bidirectional sync between Obsidian PKM (human-friendly notes) and structured ontology (machine-queryable graph). Automatically extracts entities and relationships from markdown, maintains ontology graph, and provides feedback to improve note structure. Run sync every few hours via cron.

ClawHub Agent Skills author: parthpandya1729 v1.0.1 4 files body ≈ 3 468 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 38/100 · Will not run — References files that are not bundled: references/contacts/*.md, references/clients/*.md, references/team/*.md

ProcedureObsidianInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
A
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
75
Run on models
none yet
Process rating
F
38/100
Will not run
References files that are not bundled: references/contacts/*.md, references/clients/*.md, references/team/*.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

The same skill appears in 2 more places: ClawHub, ClawHub

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: 4. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/contacts/*.md
  • warning missing-ref reference to a missing file: references/clients/*.md
  • warning missing-ref reference to a missing file: references/team/*.md
  • warning missing-ref reference to a missing file: references/team/Bob.md
  • warning missing-ref reference to a missing file: references/team/Lucky.md
  • warning missing-ref reference to a missing file: references/clients/TechHub.md

Process rating: all ten parameters 38/100

Will not run. References files that are not bundled: references/contacts/*.md, references/clients/*.md, references/team/*.md
  • 0Tools and files. 6 referenced file(s) missing: references/contacts/*.md, references/clients/*.md, references/team/*.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 3 mutating operations with no state check
  • 50Failures and branches. 0 branches, has a failure section
  • 100Steps. 42 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3468 tokens
  • low 16 top-level sections: this looks like several domains in one skill

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)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 288: enough signal without eating the budget
  • +4Structure: 45 headings
  • +3Step-by-step instructions: 42 items
  • +4Has examples (27 code blocks)
  • +3All 1 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.

External checks

ClawHub: suspicious
The skill appears purpose-built for local Obsidian-to-ontology syncing, but it can continuously extract and persist sensitive personal note content with limited disclosed privacy controls.
LLM: suspicious (medium) · VirusTotal: benign · 28 May 2026