What is preflight-load?

A pre-flight checklist for loading large amounts of data into a Salesforce organization. It checks the target object's automations, validation rules, duplicate rules, required fields, storage, and related loading concerns before execution.

Use it to plan Salesforce insert, upsert, update, delete, or hard-delete operations and choose a loader and exact command for the target organization.

It helps reveal bulk-loading risks before data changes are made. This can prevent automation failures, duplicate records, quota problems, and unexpectedly expensive processing.

preflight-load — Command for Claude Code by BanibrataChatterjee

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/banibratachatterjee/awesomesalesforceskills/preflight-load/github.svg)](https://agentmods.dev/commands/banibratachatterjee/awesomesalesforceskills/preflight-load)

Your own site

<a href="https://agentmods.dev/commands/banibratachatterjee/awesomesalesforceskills/preflight-load"><img src="https://agentmods.dev/badge/commands/banibratachatterjee/awesomesalesforceskills/preflight-load/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.

Your own site · 80×15

<a href="https://agentmods.dev/commands/banibratachatterjee/awesomesalesforceskills/preflight-load"><img src="https://agentmods.dev/badge/commands/banibratachatterjee/awesomesalesforceskills/preflight-load.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 551 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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00551
Opus 5.5	$0.00000	$0.00220
Sonnet 5.5	$0.00000	$0.00110
Haiku 4.5	$0.00000	$0.00055

Measured 2mo ago against content hash 1baf233e038d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

preflight-load 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/preflight-load.md · 83 lines

How it starts

The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/preflight-load — Go/no-go checklist for a planned data load

Wraps agents/data-loader-pre-flight/AGENT.md. Audits the object's active automation, VR bypass state, duplicate rules, required fields, sharing recalc cost, storage quota, and recommends the loader + exact CLI command.

Step 1 — Collect inputs

Ask the user:

1. Object API name?
   Example: Account

2. Operation? insert / upsert / update / delete / hard-delete

3. Row count (integer)?
   Example: 800000

4. Target org alias (required — every check is live-org)?

5. Source description (plain English)?
   Example: "NetSuite customer export, one row per account, external-id = netsuite_customer_id__c"

6. External ID field (required for upsert)?

7. Window (optional — business-hours boundary)?
   Example: "this Saturday 2am-6am PT"

If the operation is hard-delete, require the user to confirm the specific compliance driver.

Step 2 — Load the agent

Read agents/data-loader-pre-flight/AGENT.md + mandatory reads.

Step 3 — Execute the plan

Probe the object's active automation stack (flows, triggers, VRs, processes)
Check each automation for bulk-safety at the target volume
Check duplicate rule interactions + policy
Check record type defaults for the loader user
Check required-field coverage vs source mapping
Check sharing recalc cost + data skew
Check storage quota impact
Pick the loader + emit the exact CLI command
Rollback plan

Step 4 — Deliver the output

Summary: go/no-go + confidence
Findings table (P0 → P1 → P2)
Loader recommendation (CLI + batch size + concurrency)
Pre-load checklist
Post-load checklist
Rollback plan
Process Observations
Citations

/audit-validation-rules if VR bypass gaps surfaced
/design-duplicate-rule if dup-rule blocks surfaced
/architect-perms if the integration user's PSG needs work
/detect-drift post-load for verification

Read the full file on GitHub · 83 lines

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.

2mo ago First seen · 83 lines · 0 tokens per session scan A 1baf233e038d

Subscribe to this mod's changes

preflight-load 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 551 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.

preflight-load next to 6 commands from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
preflight-loadBanibrataChatterjee/AwesomeSalesforceSkills	Command	4	6mo ago	Apache-2.0	A	0	Claude Code
checklistgithub/spec-kit	Command	148k	today	MIT	A	13	Claude Code
clarifygithub/spec-kit	Command	148k	today	MIT	A	27	Claude Code
specifygithub/spec-kit	Command	148k	today	MIT	A	13	Claude Code
analyzegithub/spec-kit	Command	148k	today	MIT	A	26	Claude Code
convergegithub/spec-kit	Command	148k	today	MIT	A	35	Claude Code
implementgithub/spec-kit	Command	148k	today	MIT	A	14	Claude Code