soulmaten7

soulmaten7/potal

Command Claude Code

A session-update command for copying the results of a coworking session into five project documents, including work on an engine, benchmarks, and root-cause findings.

soulmaten7/potal

Command Claude Code

A session-closing command that reviews analysis results and checks related Excel files and work logs before planning the next step.

soulmaten7/potal

Command Claude Code

A note about a payment setup that calculates tax amounts but does not connect to a payment processor, the service that handles payments.

soulmaten7/potal

Command Claude Code

A command for upgrading six features and checking them with code review, a TypeScript build, and edge-case tests.

soulmaten7/potal

Command Claude Code

A command for building a nine-field automatic extraction system using GPT-4o mini, an AI model, and checking it against benchmark results.

soulmaten7/potal

Command Claude Code

A command for changing Step 1, a TypeScript script that extracts keywords, from fixed values to a less hard-coded approach.

soulmaten7/potal

Command Claude Code

A command for improving Step 2 section matching by narrowing candidates in code and asking an AI model to choose using the candidates and surrounding context.

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Command Claude Code

A command that requires all work to be recorded in an Excel workbook named POTALClaudeCodeWorkLog.xlsx.

soulmaten7/potal

Command Claude Code

A command that requires all work to be recorded in an Excel workbook named POTALClaudeCodeWorkLog.xlsx.

soulmaten7/potal

Command Claude Code

A command that requires all work to be recorded in an Excel workbook named POTALClaudeCodeWorkLog.xlsx.

soulmaten7/potal

Command Claude Code

A workflow command that records all work in an Excel log file.

soulmaten7/potal

Command Claude Code

A benchmark command for testing a subheading synonym dictionary against 100 CBP records. A benchmark measures how well a process performs on a defined sample.

soulmaten7/potal

Command Claude Code

A data-collection instruction for gathering missing POTAL source data one source at a time and logging progress.

soulmaten7/potal

Command Claude Code

A workflow instruction that waits for DONE files after data collection, then runs three steps in order.

soulmaten7/potal

Command Claude Code

A terminal command for loading more data after an earlier upload finishes. It checks completed files before continuing.

soulmaten7/potal

Command Claude Code

A terminal command for extracting keyword-to-HS6 code mappings from large trade datasets. HS6 is a six-digit product classification code.

soulmaten7/potal

Command Claude Code

A file-update instruction for adding new content while keeping existing content unchanged.

soulmaten7/potal

Command Claude Code

A work-log instruction for recording all tasks in an Excel workbook.

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Command Claude Code

An implementation command for steps 4 through 6 of a version 3 processing pipeline. A pipeline is a sequence of automated processing stages.

soulmaten7/potal

Command Claude Code

An error-analysis command for examining incorrect category predictions. It extracts all 273 errors and groups them by pattern.

soulmaten7/potal

Command Claude Code

A command for checking the fields and record counts in source data and Claude Code output across 632 records.

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Command Claude Code

A command for deeply analysing 106 cases where Claude Code made mistakes, with required logging in an Excel spreadsheet.

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Command Claude Code

A command for matching product names to HS Code descriptions using text embeddings and cosine similarity. HS Codes are customs classification codes used to identify traded goods.

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Command Claude Code

A command for diagnosing and fixing Vercel build failures by finding a failed deployment and retrieving its build log.