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    Pipeline Reporter

    Pipeline Reporter

    by JustHandled Labs

    Turn a messy CRM CSV export into a clean sales pipeline report: weighted forecast by stage, rep performance, and a close-date outlook, with column headers auto-mapped (ARR to Amount, AE to Owner) so inconsistent exports still work. The single-report version; for 12-month forecasting, CRM sync, and PDF, see Pipeline Reporter Pro.

    Updated Jun 2026
    0 installs

    Free

    Included in download

    • Downloadable skill package
    • 2 permissions declared
    • Instant install

    Sample input

    Analyze the opportunities in pipeline.csv and generate a report with weighted forecasts and a stage-by-stage breakdown.

    Sample output

    Pipeline Report Summary

    • Total Raw Pipeline: $1,250,000
    • Total Weighted Pipeline: $545,000
    • Largest Stage: 'Proposal' ($320k weighted)

    | Stage | Deals | Raw | Weighted | |---|---|---|---| | Discovery | 5 | $250k | $62.5k | | Proposal | 3 | $400k | $240k | | Closed Won| 2 | $300k | $300k |

    About This Skill

    What it does

    This skill transforms raw CRM CSV exports into professional markdown pipeline reports. It automatically maps disparate column headers (e.g., "ARR" to "Amount" or "AE" to "Owner") and calculates critical sales metrics including total pipeline, weighted forecast, and rep performance. It handles data inconsistencies gracefully by asking for clarification rather than making assumptions.

    Why use this skill

    Manually calculating weighted pipelines from CSV exports is tedious and prone to formula errors. This skill automates the heavy lifting by applying standardized sales stage probabilities and handling currency formatting. It identifies risks like overdue deals and missing data points, providing a structured executive summary that is ready for stakeholders.

    Supported tools

    • Standard CRM exports (Salesforce, HubSpot, Pipedrive, etc.)
    • CSV file uploads or pasted tabular data
    • Markdown-compatible reporting tools
    • Standard currency and date formats

    Output structure

    The output is a structured Markdown report featuring an Executive Summary, a detailed Forecast by Stage table using weighted probabilities, a Rep Performance breakdown, and a Close-Date Outlook to identify pipeline velocity and risks.

    Use Cases

    • Calculate weighted pipeline forecasts using customizable stage probabilities.
    • Identify overdue open deals and close-date risks in sales team data.
    • Compare sales representative performance by deal count and weighted value.
    • Standardize inconsistent CRM exports into clean, actionable executive reports.

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    Security Scanned

    Passed automated security review

    Permissions

    Terminal / Shell
    Read Files

    Allowed Hosts

    agensi.io

    File Scopes

    *.csv

    Pipeline Reporter needs terminal access to run CSV processing commands (awk, csvkit). File read access reads uploaded CSV export files. No write, browser, network, or environment access required.

    Works with Claude Code and Codex. Accepts any CSV with standard pipeline columns. No API keys required for free version.

    Creator

    JustHandled Labs builds focused agent skills for the work nobody wants to do by hand. Each one is a single repeatable job done well: catching the security and data mistakes that quietly ship, keeping docs and tests honest, gating the commands an agent is about to run, sharpening writing, and handling the founder chores around launches, outreach, and brand setup. Not generic AI productivity. Specific workflows that are easy to run, review, and repeat. Maintained by H.J. Westerfield, with a background in communications, editing, project coordination, customer support, and practical AI systems. Tools for people who want useful automation without theatrical complexity.

    Frequently Asked Questions

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