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map-csv-to-object

map-csv-to-object is a command for Claude Code from BanibrataChatterjee/AwesomeSalesforceSkills. It costs 0 tokens per session (355 once invoked), scanned A, original, Apache-2.0.

A data-mapping command that matches CSV column headers to Salesforce object fields. It also proposes how to identify existing records and describes needed data transformations before loading the file.

In plain words
What is it for?
Prepare an insert, update, or upsert load plan from a CSV, including field mappings, an External ID suggestion, transformations, and validation checks.
Why use it?
It reduces uncertainty before importing data by exposing type mismatches, validation-rule conflicts, and duplicate-rule risks.

Command for Claude Code

Written for Claude Code: a Claude Code command (commands/*.md).

not rated 4repo 6mo ago A scan 0 tokens original Apache-2.0

Good fit Prepare an insert, update, or upsert load plan from a CSV, including field mappings, an External ID suggestion, transformations, and validation checks.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/banibratachatterjee/awesomesalesforceskills/map-csv-to-object
View source ↗ BanibrataChatterjee/AwesomeSalesforceSkills
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/BanibrataChatterjee/AwesomeSalesforceSkills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for map-csv-to-object

README.md
[![agentmods](https://agentmods.dev/badge/commands/banibratachatterjee/awesomesalesforceskills/map-csv-to-object/github.svg)](https://agentmods.dev/commands/banibratachatterjee/awesomesalesforceskills/map-csv-to-object)
Your own site
<a href="https://agentmods.dev/commands/banibratachatterjee/awesomesalesforceskills/map-csv-to-object"><img src="https://agentmods.dev/badge/commands/banibratachatterjee/awesomesalesforceskills/map-csv-to-object/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for map-csv-to-object

Your own site · 80×15
<a href="https://agentmods.dev/commands/banibratachatterjee/awesomesalesforceskills/map-csv-to-object"><img src="https://agentmods.dev/badge/commands/banibratachatterjee/awesomesalesforceskills/map-csv-to-object.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 355 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00355
Opus 5.5 $0.00000 $0.00142
Sonnet 5.5 $0.00000 $0.00071
Haiku 4.5 $0.00000 $0.00036

Measured 2mo ago against content hash 4b2dd8725aff, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

map-csv-to-object scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

commands/map-csv-to-object.md · 39 lines

What it actually says

/map-csv-to-object — Map a CSV to an sObject for a data load

Wraps agents/csv-to-object-mapper/AGENT.md. Produces a header→field map, External ID suggestion, transform rules, VR-collision report, and load-plan handoff.

Step 1 — Collect inputs

1. CSV headers (paste first row — required)?
2. CSV sample rows (optional, 3–5 lines — helps type-inference)?
3. Target object API name?
4. Target org alias?
5. Load mode?  insert | update | upsert (default: upsert if External ID available)

Step 2 — Load the agent

Read agents/csv-to-object-mapper/AGENT.md + mandatory reads, including templates/admin/naming-conventions.md.

Step 3 — Execute the plan

Fetch target object + fields + VRs + duplicate rules, infer type per header, propose field mapping + External ID, design transforms, VR collision check, emit map.

Step 4 — Deliver the output

Summary, mapping table, External ID recommendation, transform rules, validation collision report, Process Observations, citations. Optionally hand off to /preflight-load.

Step 5 — Recommend follow-ups

  • /preflight-load to convert the mapping into a go/no-go plan
  • /design-object if the CSV implies fields that don't yet exist

What this command does NOT do

  • Does not run a data load.
  • Does not create missing fields (suggests /design-object).
  • Does not clean or transform the CSV file itself.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 39 lines · 0 tokens per session scan A 4b2dd8725aff

Subscribe to this mod's changes

map-csv-to-object is a command published in the GitHub repository BanibrataChatterjee/AwesomeSalesforceSkills (4 stars, last pushed 6mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 355 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Databases
Related

map-csv-to-object compared with commands from other repositories

map-csv-to-object next to 6 commands from other repositories
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