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Import leads into CRM.
Passed 16 of 18 test cases with the skill, and 2 of 18 without it.
and 16 more in the full report
16 fixed3 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.8-flash on 10/18/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
After importing 80 leads into HubSpot CRM and receiving success confirmations from the platform API, what exact CLI command and action argument must be executed with approval-manager.py to finalize approval ID 458 under brand slug 'acme'?
| Checked | Without skill | With skill |
|---|---|---|
| Executes python "${CLAUDE_PLUGIN_ROOT}/scripts/approval-manager.py" --brand acme --action mark-executed --id 458 | Missed | Passed |
The instructions your model reads when the skill loads.
Script location. If your host does not set
${CLAUDE_PLUGIN_ROOT}, the scripts are in this plugin'sscripts/folder, next toskills/. Run them with Python 3.10 or newer:python, orpython3wherepythonis not found (macOS, many Linux systems).
Import leads into the brand's CRM with data validation, deduplication, lead scoring, and proper consent tracking. Supports CSV files, JSON arrays, and manual entry with automatic source attribution. Ensures every imported lead is clean, scored, deduplicated, and compliant before it reaches the sales team — eliminating the manual data hygiene work that slows down lead-to-opportunity conversion. Integrates with the marketing-automation lead scoring framework to classify leads on import, so high-value prospects are routed to sales immediately while lower-scoring leads enter nurture sequences automatically.
Use this command for leads specifically — it applies scoring, lifecycle staging, and nurture enrollment. For general CRM data syncing (contacts, deals, campaigns) without lead scoring, use /digital-marketing-pro:crm-sync instead.
yes (or an equivalent explicit approval). ANY other input — ambiguous, implied, partial, or absent approval — cancels the run.yes, record it: python "${CLAUDE_PLUGIN_ROOT}/scripts/approval-manager.py" --brand {slug} --action create-approval --data '{"type":"lead-import","platform":"<platform>","content_summary":"<one line from the Execution Summary>","risk_level":"<tier>"}', then python "${CLAUDE_PLUGIN_ROOT}/scripts/approval-manager.py" --brand {slug} --action approve --id {approval_id}. If either command errors, stop and report the error; never work around it with another tool. The record proves the approval step ran for this action; it cannot prove who typed yes.connector_executor.py needs --approval-id and fires only against a matching, unused, unexpired record (see /digital-marketing-pro:execute-action). A write through a connected MCP server tool is outside that code check: it relies on this typed yes and on your host's permission prompt. Afterwards run python "${CLAUDE_PLUGIN_ROOT}/scripts/approval-manager.py" --brand {slug} --action mark-executed --id {approval_id} --data '{"execution_result":"success"}' (or failure).The user must provide (or will be prompted for):
~/.claude-marketing/brands/_active-brand.json for the active slug, then load ~/.claude-marketing/brands/{slug}/profile.json. Apply brand voice, compliance rules for target markets (skills/context-engine/compliance-rules.md), and industry context. Also check for guidelines at ~/.claude-marketing/brands/{slug}/guidelines/_manifest.json — if present, load restrictions and relevant category files. Check for agency SOPs at ~/.claude-marketing/sops/. If no brand exists, ask: "Set up a brand first (/digital-marketing-pro:brand-setup)?" — or proceed with defaults.test cases passed, vs 2 / 18 without
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