SKILLEMALL.ai

CC zotero-enhanced

Zotero library management with PDF metadata auto-fetch (Crossref/arXiv), item search, file read, and note management. Supports cloud and WebDAV storage.

ClawHub Agent Skills author: guoxh v1.3.10 MIT-0 16 files · 11 scripts body ≈ 3 741 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process C 62/100 · Has gaps — weak spots: when it triggers, inputs and preconditions, running it twice

ProcedureResearchInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
C
64/100
safety, quality, tests
Safety 60%
54
Quality 40%
79
Run on models
none yet
Process rating
C
62/100
Has gaps
Inputs and preconditions w 11
0
Progress reporting w 2
0
When it triggers w 12
20
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Exfiltration medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".

For the author

If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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 · 10

✓ No critical or high findings

Medium and low: 10
  • medium Exfiltration net-credential-use scripts/add_to_zotero_enhanced.sh:357
    Credential used in a network call (verify the destination is the intended service)
    curl -s -f -u "$WEBDAV_USER:$WEBDAV_PASS" -T "$PROP_FILE" "$WEBDAV_TARGET_URL"
  • medium Exfiltration net-credential-use scripts/add_to_zotero_enhanced.sh:360
    Credential used in a network call (verify the destination is the intended service)
    curl -s -f -u "$WEBDAV_USER:$WEBDAV_PASS" -T "$ZIP_FILE" "$WEBDAV_TARGET_URL"
  • medium Exfiltration net-credential-use scripts/add_to_zotero_universal.sh:485
    Credential used in a network call (verify the destination is the intended service)
    HTTP_PROP=$(curl -s -o /dev/null -w "%{http_code}" -u "$WEBDAV_USER:$WEBDAV_PASS" \
  • medium Exfiltration net-credential-use scripts/add_to_zotero_universal.sh:487
    Credential used in a network call (verify the destination is the intended service)
    HTTP_ZIP=$(curl -s -o /dev/null -w "%{http_code}" -u "$WEBDAV_USER:$WEBDAV_PASS" \
  • medium Exfiltration net-credential-use scripts/add_to_zotero.sh:107
    Credential used in a network call (verify the destination is the intended service)
    curl -s -f -u "$WEBDAV_USER:$WEBDAV_PASS" -T "$PROP_FILE" "$WEBDAV_TARGET_URL"
  • medium Exfiltration net-credential-use scripts/add_to_zotero.sh:110
    Credential used in a network call (verify the destination is the intended service)
    curl -s -f -u "$WEBDAV_USER:$WEBDAV_PASS" -T "$ZIP_FILE" "$WEBDAV_TARGET_URL"
  • medium Exfiltration net-credential-use scripts/read_universal.sh:96
    Credential used in a network call (verify the destination is the intended service)
    curl -s -f -u "$WEBDAV_USER:$WEBDAV_PASS" -o "$ZIP_PATH" "$WEBDAV_SOURCE_URL"
  • medium Exfiltration net-credential-use scripts/read_universal.sh:127
    Credential used in a network call (verify the destination is the intended service)
    curl -s -f -H "Zotero-API-Key: $ZOTERO_API_KEY" -o "$PDF_PATH" "$DOWNLOAD_URL"
  • medium Exfiltration net-credential-use scripts/read.sh:62
    Credential used in a network call (verify the destination is the intended service)
    curl -s -f -u "$WEBDAV_USER:$WEBDAV_PASS" -o "$LOCAL_ZIP_PATH" "$WEBDAV_SOURCE_URL"
  • low Exfiltration net-credential-use SKILL.md:321
    Credential used in a network call (verify the destination is the intended service) (quoted — discussed, not commanded)
    - **Improvement**: WebDAV upload URL uses explicit filename (`$WEBDAV_BASE_URL/${ATTACH_KEY}.prop`) instead of relying on curl's trailing-slash filename appending behavior.
    quoted

Files scanned: 16. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")

Process rating: all ten parameters 62/100

  • 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. 21 mutating operations with no state check
  • 60Tools and files. Uses tools (web) that frontmatter does not declare
  • 60Result and completion. Output format stated, no completion criterion
  • 100Steps. 100 steps
  • 100Failures and branches. 1 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3741 tokens
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 10 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)
  • +2Single-language instructions
  • +3Description length 152: enough signal without eating the budget
  • +4Structure: 54 headings
  • +3Step-by-step instructions: 100 items
  • +3Output format is stated explicitly
  • +4Has examples (12 code blocks)
  • +3All 11 scripts are documented
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.

External checks

ClawHub: clean
This is a disclosed Zotero helper that can upload, read, update, and delete Zotero library data, so users should treat it as powerful but purpose-aligned.
LLM: benign (high) · VirusTotal: · 10 Aug 2026