CRM Analytics Wave Generate
forcedotcom/sf-skills
A skill your agent uses to build a Wave Recipe, deploy a CRM Analytics dataset or dashboard, or author the full CRMA asset stack — apps, Wave Recipes (.wdpr), datasets, and dashboards — against a…
Test Salesforce integration capacity in an authorized non-production org with synthetic data, bounded load, org limits, and business-invariant checks.
Install Salesforce Load Scale
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-load-scale -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-load-scale --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/salesforce-load-scale .claude/skills/salesforce-load-scale && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "salesforce-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-load-scale into .claude/skills/salesforce-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-load-scale", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-load-scaleType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-load-scale -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-load-scale --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/salesforce-load-scale .agents/skills/salesforce-load-scale && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "salesforce-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-load-scale into .agents/skills/salesforce-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-load-scale", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-load-scale -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-load-scale --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/salesforce-load-scale .cursor/skills/salesforce-load-scale && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "salesforce-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-load-scale into .cursor/skills/salesforce-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-load-scale", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/salesforce-load-scale--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-load-scale -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-load-scale --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/salesforce-load-scale .gemini/skills/salesforce-load-scale && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "salesforce-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-load-scale into .gemini/skills/salesforce-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-load-scale", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-load-scaleInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-load-scale -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/salesforce-load-scale .github/skills/salesforce-load-scale && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "salesforce-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-load-scale into .github/skills/salesforce-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-load-scale", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-load-scale -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-load-scale --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/salesforce-load-scale .opencode/skills/salesforce-load-scale && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "salesforce-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-load-scale into .opencode/skills/salesforce-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-load-scale", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
salesforce-load-scale- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 424 words
- Files
- 1
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Test Salesforce integration capacity in an authorized non-production org with synthetic data, bounded load, org limits, and business-invariant checks.
- Works in 7 steps: Model read, write, query, bulk,… → Capture org identity, edition, features,… → Generate synthetic records with stable… → …
- With load test Salesforce
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Salesforce Load Scale is an agent skill from jeremylongshore/tons-of-skills-marketplace. Test Salesforce integration capacity in an authorized non-production org with synthetic data, bounded load, org limits, and business-invariant checks. Use when planning scale. Trigger with "load test Salesforce".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code; load generation, org capacity consumption, and automation effects require platform and environment-owner approval
It sits in Sales & Support, covering CRM management and Test data and fixtures. It works with Salesforce. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- With load test Salesforce
- Tasks that involve CRM management
- Tasks that involve Test data and fixtures
Example prompts
- “load test Salesforce”
- “/salesforce-load-scale”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code; load generation, org capacity consumption, and automation effects require platform and environment-owner approval
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Model read, write, query, bulk, composite, async, and event workload proportions plus business deadlines and growth.
- Capture org identity, edition, features, metadata, automation, relevant limits, peer workloads, and fidelity gaps.
- Generate synthetic records with stable keys and safe relationships; precompute expected counts and outcomes.
- Define stepped load, warm-up, duration, concurrency, request budget, stop thresholds, cooldown, cleanup, and rollback.
- Run small stages while measuring latency, throughput, errors, limits, locks, async lag, event lag, automation, and business outcomes.
- Stop on the first approved threshold; never retry hard limits or uncertain writes as additional load.
- Reconcile all generated data and events, delete fixtures, restore settings, compare capacity to objectives, and state extrapolation limits.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWebFetchWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
developer.salesforce.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code; load generation, org capacity consumption, and automation effects require platform and environment-owner approval
From compatibility in the SKILL.md frontmatter.
Context cost
Salesforce Load Scale loads about 1.1k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 424 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 424 words, ~1,073 tokens.
Download SKILL.mdSave it as
.claude/skills/salesforce-load-scale/SKILL.md (or your agent's skills folder).- name
- salesforce-load-scale
- description
- Test Salesforce integration capacity in an authorized non-production org with synthetic data, bounded load, org limits, and business-invariant checks. Use when planning scale. Trigger with "load test Salesforce".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; load generation, org capacity consumption, and automation effects require platform and environment-owner approval
- argument-hint
- [workload] [non-production-org]
- version
- 1.8.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, salesforce, load-testing, capacity, synthetic-data
- model
- inherit
- effort
- high
Salesforce Bounded Load and Scale Validation
Overview
Measure useful throughput and failure behavior without treating Salesforce as an unconstrained HTTP endpoint or using production records as test data.
Prerequisites
- Representative workload mix, service objectives, business invariants, expected growth, and capacity owner
- Dedicated authorized org, synthetic dataset, matching automation where possible, current limits, and peer-workload schedule
- Load stages, concurrency ceilings, stop thresholds, cleanup, reconciliation, and incident contacts
Tool Discipline
Use Read, Glob, and Grep to inspect approved repository and evidence files, WebFetch to re-check current first-party Salesforce documentation, and Write or Edit only for secretless plans, fixtures, configuration, and redacted receipts.
Current Contract
Salesforce enforces org-, edition-, license-, API-, Apex-, bulk-, event-, and concurrency-dependent limits. Limits and usage must be discovered in the target org, and non-production fidelity to production must be documented.
Authentication
Use a dedicated non-production principal with minimum objects and fields. Keep authorization outside load scripts and prevent tools, results, and fixtures from containing production tokens or personal data.
Instructions
- Model read, write, query, bulk, composite, async, and event workload proportions plus business deadlines and growth.
- Capture org identity, edition, features, metadata, automation, relevant limits, peer workloads, and fidelity gaps.
- Generate synthetic records with stable keys and safe relationships; precompute expected counts and outcomes.
- Define stepped load, warm-up, duration, concurrency, request budget, stop thresholds, cooldown, cleanup, and rollback.
- Run small stages while measuring latency, throughput, errors, limits, locks, async lag, event lag, automation, and business outcomes.
- Stop on the first approved threshold; never retry hard limits or uncertain writes as additional load.
- Reconcile all generated data and events, delete fixtures, restore settings, compare capacity to objectives, and state extrapolation limits.
Show full SKILL.md (145 more words)Show less
Approval Boundaries
Do not point load tools at production, use real customer data, exceed the approved budget, disable automation, or raise concurrency after a breach.
Output
Return the workload model, org and fidelity evidence, synthetic dataset, stage results, thresholds, bottleneck, invariant checks, cleanup, and capacity recommendation.
Error Handling
| Condition | Response |
|---|---|
| Test org differs materially from production | Report the fidelity gap and do not claim production capacity from the result. |
| Limits or locks breach the stop threshold | Terminate the stage, preserve evidence, and reconcile before another test. |
| Synthetic cleanup is incomplete | Keep the environment quarantined and assign cleanup before reuse. |
Example
A redacted completion receipt might look like this:
workload=case-sync; org=performance-sandbox; data=synthetic; stages=5; stop=stage4-locks; cleanup=complete; extrapolation=boundedResources
Next Steps
Run the workflow first in the lowest-risk authorized org and preserve its redacted receipt. Schedule a review against the next Salesforce seasonal release and the customer change calendar.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/.curated/salesforce-load-scale of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Compare with similar skills
Salesforce Load Scale next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Salesforce Load Scale this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| CRM Analytics Wave Generateforcedotcom/sf-skills | 1.1k | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | |
| Soql Lib Query Builderbeyond-the-cloud-dev/soql-lib | 154 | — | ~4.3k | Automated safety check: Pass | MIT | |
| Sf DatacloudJaganpro/sf-skills | 424 | — | ~2.7k | Automated safety check: Pass | MIT | |
| Soql Lib Selectorbeyond-the-cloud-dev/soql-lib | 154 | — | ~2k | Automated safety check: Pass | MIT | |
| Dev SetupPortwood-Global-Solutions/Portwood | 126 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Soql Lib Query Builder
beyond-the-cloud-dev/soql-lib
Builds Salesforce SOQL queries using the SOQL Lib fluent builder API (SOQL.cls).
Sf Datacloud
Jaganpro/sf-skills
Salesforce Data Cloud product orchestrator for connect→prepare→harmonize→segment→act workflows.
Soql Lib Selector
beyond-the-cloud-dev/soql-lib
Creates Salesforce Apex selector classes using the SOQL Lib selector pattern.
Dev Setup
Portwood-Global-Solutions/Portwood
Get from a fresh clone of Portwood to a working, fully-tested Salesforce org.
Sf Flow
Jaganpro/sf-skills
Creates and validates Salesforce Flows with 110-point scoring.
More from jeremylongshore/tons-of-skills-marketplace
All 3,342 skills in this repoPerforming Security Code Review
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
Adapting Transfer Learning Models
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
Agent Context Loader
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
Aggregating Performance Metrics
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
Analyzing Capacity Planning
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
Analyzing Database Indexes
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Related
Works with
Categories
Questions about Salesforce Load Scale
What does Salesforce Load Scale do?
Test Salesforce integration capacity in an authorized non-production org with synthetic data, bounded load, org limits, and business-invariant checks. Salesforce Load Scale is an agent skill from jeremylongshore/tons-of-skills-marketplace. Test Salesforce integration capacity in an authorized non-production org with synthetic data, bounded load, org limits, and business-invariant checks.
When should I use Salesforce Load Scale?
Salesforce Load Scale fits situations like: with load test Salesforce; tasks that involve CRM management; tasks that involve Test data and fixtures.
How do I install Salesforce Load Scale in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-load-scale -a claude-code`. Or copy the skill folder (skills/.curated/salesforce-load-scale in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/salesforce-load-scale in your project. Claude Code loads it when a task matches its description.
How do I install Salesforce Load Scale in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-load-scale -a codex`. Or copy the skill folder (skills/.curated/salesforce-load-scale in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/salesforce-load-scale in your project. Codex loads it when a task matches its description.
Can I use Salesforce Load Scale in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-load-scale -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/salesforce-load-scale, .gemini/skills/salesforce-load-scale, .github/skills/salesforce-load-scale and .opencode/skills/salesforce-load-scale in your project.
What does Salesforce Load Scale need to run?
SKILL.md names no scripts, command-line tools or credentials: Salesforce Load Scale is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; load generation, org capacity consumption, and automation effects require platform and environment-owner approval.
Does Salesforce Load Scale access the network?
SKILL.md names 1 domain. As links in the text: developer.salesforce.com. This is read from the text; nothing was executed.
Is Salesforce Load Scale safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Salesforce Load Scale use?
Salesforce Load Scale is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Salesforce Load Scale use?
About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Salesforce Load Scale?
Skills that share tags, products or a category with Salesforce Load Scale: CRM Analytics Wave Generate (forcedotcom/sf-skills, 1.1k stars), Soql Lib Query Builder (beyond-the-cloud-dev/soql-lib, 154 stars), Sf Datacloud (Jaganpro/sf-skills, 424 stars) and Soql Lib Selector (beyond-the-cloud-dev/soql-lib, 154 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Salesforce Load Scale?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.