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AC crm-enrichment

Backfill the empty fields on CRM records so routing, scoring and territory assignment stop failing on blanks, powered by Cargo. Triggers: "CRM enrichment", "enrich my CRM", "my CRM records are half empty", "fill in missing fields in HubSpot", "clean up the CRM data", "our Salesforce contacts have no titles", "CRM data quality", "CRM hygiene", "backfill blank fields". Providers: enrichCrm. Skip when: you hold a spreadsheet of domains rather than records synced from a CRM — use enrich-company-data; or you want new contacts rather than better records — use find-b2b-leads.

ClawHub Agent Skills author: Cargo v1.0.0 MIT-0 2 files body ≈ 1 447 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

Backfill the empty fields on CRM records so routing, scoring and territory assignment stop failing on blanks, powered by Cargo.

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

ProcedureSalesforceHubSpotGitHubSales 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
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

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

    Against the Agent Skills spec

    • note frontmatter-key unknown frontmatter key "homepage"

    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
    • 20When it triggers. No condition that starts the skill
    • 50Failures and branches. 0 branches, has a failure section
    • 75Steps. 3 steps
    • 100Tools and files. No external tools needed
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1447 tokens
    • 100Running it twice. Mutating operations check current state

    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

    • +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
    • +5Description quotes 9 example trigger phrases
    • +3Description length 575: enough signal without eating the budget
    • +4Structure: 8 headings
    • +3Step-by-step instructions: 3 items
    • +4Has examples (8 code blocks)

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

    External checks

    ClawHub: suspicious
    The skill mostly matches CRM enrichment, but it adds unrelated GitHub account-starring and Cargo session-attribution behavior that users should review before installing.
    LLM: suspicious (high) · VirusTotal: · 26 Aug 2026