analytics-dataset-management

analytics-dataset-management is a skill for Claude Code, Codex from BanibrataChatterjee/AwesomeSalesforceSkills. It costs 95 tokens per session (2,789 once invoked), scanned A, original, Apache-2.0.

A guide to creating and maintaining CRM Analytics datasets, which are organized collections of data used for analysis. It covers dataflows, refresh schedules, field types, date handling, row growth, and quotas.

In plain words
What is it for?
Use it to create datasets, select and type fields, schedule refreshes, manage dataflow limits, monitor growth, and troubleshoot dataset problems.
Why use it?
It helps prevent stale, broken, or oversized datasets and avoids errors caused by fields being configured with the wrong type. It also helps teams plan refreshes within platform limits.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to create datasets, select and type fields, schedule refreshes, manage dataflow limits, monitor growth, and troubleshoot dataset problems.

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Install with agentmods
npx agentmods add skills/banibratachatterjee/awesomesalesforceskills/analytics-dataset-management
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.

Any agent
npx skills add BanibrataChatterjee/AwesomeSalesforceSkills --skill analytics-dataset-management
Clone the repo
git clone --depth 1 https://github.com/BanibrataChatterjee/AwesomeSalesforceSkills

Made for: Claude Code, Codex.

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 analytics-dataset-management

README.md
[![agentmods](https://agentmods.dev/badge/skills/banibratachatterjee/awesomesalesforceskills/analytics-dataset-management/github.svg)](https://agentmods.dev/skills/banibratachatterjee/awesomesalesforceskills/analytics-dataset-management)
Your own site
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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 analytics-dataset-management

Your own site · 80×15
<a href="https://agentmods.dev/skills/banibratachatterjee/awesomesalesforceskills/analytics-dataset-management"><img src="https://agentmods.dev/badge/skills/banibratachatterjee/awesomesalesforceskills/analytics-dataset-management.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 95 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,789 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 $0.00095 $0.02789
Opus 5 $0.00048 $0.01394
Sonnet 5 $0.00019 $0.00558
Haiku 4.5 $0.00010 $0.00279

Measured 7d ago against content hash 870292abb598, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

analytics-dataset-management 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 7d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/check_analytics_dataset_management.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/admin/analytics-dataset-management/SKILL.md · 196 lines

How it starts

The opening of the file, as written. The whole thing — 196 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analytics Dataset Management

Use this skill when building or maintaining CRM Analytics datasets — covering dataflow design, field type configuration (especially dates), refresh scheduling, and platform quota management. This skill activates whenever the work is about how data gets into and stays current in a CRM Analytics dataset, not which analytics tool to use.


Before Starting

Gather this context before working on anything in this domain:

  • How many active dataflows are already scheduled in the org, and what are their run windows? (Org-wide limit: 60 dataflow runs per 24-hour rolling window.)
  • Are there any date or datetime fields that must support SAQL filtering or grouping? These must be typed at ingest time.
  • What is the approximate row volume per object? Datasets are capped at 500 million rows per org across all datasets.
  • Does the team own the dataflow, or is it a managed-package-generated flow that should not be edited?
  • Is Data Sync (direct connector) in use, or are dataflows built by hand as JSON transformations?

Core Concepts

Dataflow Scheduling and the 60-Run Quota

Every CRM Analytics org is limited to 60 dataflow runs in any rolling 24-hour period. This quota is org-wide, not per-dataflow. An org with five dataflows each set to run every four hours will consume 5 × 6 = 30 runs per day — half the budget. Orgs that also run Data Sync, recipe jobs, and managed-package dataflows from products like Revenue Intelligence can exhaust this quota silently: later-in-the-day jobs are queued and may simply not run. Salesforce does not raise an in-product alert by default when the quota is saturated.

When a job is skipped because the quota is exhausted, the dataset retains the data from the last successful run. Downstream dashboards then serve stale data without any visible error badge unless the admin has configured a dataset-freshness monitor.

Design rule: Map all dataflows and their run frequencies before adding a new schedule. Stagger run windows and reduce unnecessary overlap. Use a single multi-object dataflow in preference to several single-object flows wherever practical.

Read the full file on GitHub · 196 lines

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 7d ago First seen · 196 lines · 95 tokens per session scan A 870292abb598

Subscribe to this mod's changes

analytics-dataset-management is a skill published in the GitHub repository BanibrataChatterjee/AwesomeSalesforceSkills (3 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 95 tokens to every session and 2,789 once invoked, about $0.0005 per session on Opus 5. 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 2026-09-03.

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