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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 body ≈ 4 918 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

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

AnalyzerSalesforceExcelData 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. 30 branches, has a failure section
    • 100Consistency. Name and required fields are in place
    • 100Running it twice. Mutating operations check current state
    • 100Progress reporting. Reports progress
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
    • 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 appears to be a legitimate Salesforce export skill, but it needs review because it can use Salesforce credentials to export broad sets of business data into local Excel files if the run is not tightly scoped.
    LLM: suspicious (high) · VirusTotal: · 29 May 2026