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AA sf-business-data-export

Export Salesforce business data into business-readable Excel files from natural-language requests. Use when pull large Salesforce datasets beyond Report limits, map layout-visible fields into readable exports, generate object-level SOQL, handle polymorphic relationship fields, traverse parent-child relationships, run two-step detail queries, export through SOAP with queryMore, or prepare review materials for business users.

ClawHub Agent Skills author: Evonne528 v1.0.0 MIT-0 24 files · 7 scripts body ≈ 4 918 tokens Open the sourceclawhub.ai↗ analyzed 5 d ago

Export Salesforce business data into business-readable Excel files from natural-language requests.

As a process A 85/100 · Runs to the end — weak spots: when it triggers

GeneratorExcelSalesforceData and analyticsSales and CRMtype 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
95/100
safety, quality, tests
Safety 60%
100
Quality 40%
88
Run on models
none yet
Process rating
A
85/100
Runs to the end
When it triggers w 12
20
Inputs and preconditions w 11
70
Execution cost w 6
70
the three weakest of ten parameters · all ten

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 · 0

    ✓ No critical or high findings

    Files scanned: 24. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 85/100

    • 20When it triggers. No condition that starts the skill
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 70Execution cost. Instruction body is 4918 tokens
    • 100Tools and files. No external tools needed
    • 100Steps. 184 steps
    • 100Result and completion. Output format and completion criterion are stated
    • 100Failures and branches. 10 branches, has a failure section
    • 100Consistency. Name and required fields are in place
    • 100Running it twice. No mutating operations
    • 100Progress reporting. Reports progress
    • low 15 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)
    • -32 of 7 scripts are never mentioned in SKILL.md
    • +1No license
    • +2Single-language instructions
    • +3Description length 427: enough signal without eating the budget
    • +4Structure: 20 headings
    • +3Step-by-step instructions: 184 items
    • +3Output format is stated explicitly
    • +4Has examples (0 code blocks)
    • +4Reference files are cited in the instructions (5 of 9)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 88.

    External checks

    ClawHub: suspicious
    This Salesforce export skill is mostly coherent, but it needs review because it handles sensitive CRM data and has concrete token-disclosure and spreadsheet-safety weaknesses.
    LLM: suspicious (high) · VirusTotal: · 16 Sept 2026