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BC gl-importer

Import CSV/XLSX accounting data into QuickBooks Online or Xero via the Synder Importer REST API. Use when asked to import invoices, bills, journal entries, customers, vendors, or any accounting data from spreadsheets/CSV files into QBO or Xero. Handles field mapping, file upload, import execution, status polling, and result retrieval. Supports smart auto-mapping for quick imports. NOT for reading/exporting data from QBO/Xero — this is import-only.

ClawHub Agent Skills author: Synder v1.0.1 MIT-0 3 files body ≈ 1 915 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 55/100 · Has gaps — weak spots: result and completion, inputs and preconditions, running it twice

IntegrationExcelData and analyticsFinancetype 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
B
81/100
safety, quality, tests
Safety 60%
75
Quality 40%
91
Run on models
none yet
Process rating
C
55/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
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

    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 · 5

    ✓ No critical or high findings

    Medium and low: 5
    • medium Exfiltration net-credential-use SKILL.md:67
      Credential used in a network call (verify the destination is the intended service)
      curl "$BASE/companies" -H "Authorization: Bearer $IMPORTER_API_TOKEN"
    • medium Exfiltration net-credential-use SKILL.md:77
      Credential used in a network call (verify the destination is the intended service)
      curl "$BASE/companies/$CID/entities/$ENTITY/fields" -H "Authorization: Bearer $IMPORTER_API_TOKEN"
    • medium Exfiltration net-credential-use SKILL.md:139
      Credential used in a network call (verify the destination is the intended service)
      curl "$BASE/companies/$CID/imports/$IMPORT_ID" -H "Authorization: Bearer $IMPORTER_API_TOKEN"
    • medium Exfiltration net-credential-use SKILL.md:150
      Credential used in a network call (verify the destination is the intended service)
      curl "$BASE/companies/$CID/imports/$IMPORT_ID/results" -H "Authorization: Bearer $IMPORTER_API_TOKEN"
    • medium Exfiltration net-credential-use SKILL.md:153
      Credential used in a network call (verify the destination is the intended service)
      curl "$BASE/companies/$CID/imports/$IMPORT_ID/results?type=ERROR" -H "Authorization: Bearer $IMPORTER_API_TOKEN"

    Files scanned: 3. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • note frontmatter-key unknown frontmatter key "requirements"

    Process rating: all ten parameters 55/100

    • 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
    • 30Running it twice. 9 mutating operations with no state check
    • 50When it triggers. No condition that starts the skill
    • 60Tools and files. Uses tools (bash) that frontmatter does not declare
    • 85Steps. 23 steps, 1 vague phrases
    • 100Failures and branches. 2 branches, has a failure section
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1915 tokens

    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
    • +3Output format is not stated: the model decides each time
    • +1No license
    • +2Single-language instructions
    • +4Description says when NOT to use the skill
    • +3Description length 451: enough signal without eating the budget
    • +4Structure: 18 headings
    • +3Step-by-step instructions: 23 items
    • +4Has examples (8 code blocks)
    • +4Reference files are cited in the instructions (1 of 1)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 91.

    External checks

    ClawHub: clean
    This is an instruction-only accounting import skill that is coherent, but it can make live changes in QuickBooks or Xero and should be used carefully.
    LLM: benign (high) · VirusTotal: · 29 May 2026