Agent skill

Salesforce Performance Tuning

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Analyze and tune Salesforce query, pagination, batching, caching, automation, and asynchronous performance using measured org evidence.

MITAuto-check passedSales & Support

Install Salesforce Performance Tuning

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-performance-tuning -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-performance-tuning --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-performance-tuning .claude/skills/salesforce-performance-tuning && rm -rf skills-src

Use ~/.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/

Facts

Skill name
salesforce-performance-tuning
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
412 words
Files
1
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Analyze and tune Salesforce query, pagination, batching, caching, automation, and asynchronous performance using measured org evidence.

  • Works in 7 steps: Define the business invariant and… → Trace time across client, network,… → Inspect query shape, selected fields,… → …
  • Resolving latency
  • 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 Performance Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze and tune Salesforce query, pagination, batching, caching, automation, and asynchronous performance using measured org evidence. Use when resolving latency or throughput problems. Trigger with "tune Salesforce performance".

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; query, index, automation, concurrency, and production workload changes require platform and object owner approval

It sits in Sales & Support, covering CRM management and Async programming. 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

  • Resolving latency
  • Throughput problems
  • With tune Salesforce performance

Example prompts

  • “tune Salesforce performance”
  • “/salesforce-performance-tuning”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code; query, index, automation, concurrency, and production workload changes require platform and object 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.

  1. Define the business invariant and measure end-to-end latency, throughput, error rate, API consumption, locks, retries, and downstream lag.
  2. Trace time across client, network, authentication, query, pagination, automation, async jobs, event delivery, and reconciliation.
  3. Inspect query shape, selected fields, predicates, cardinality, selectivity, ordering, pagination, and current metadata.
  4. Use documented explain or query-plan tooling only under its current status and corroborate recommendations with measured tests.
  5. Compare bounded changes to query design, caching, conditional requests, composite or bulk modes, concurrency, and scheduling.
  6. Canary one change at a time with synthetic or approved non-production data and fixed stop thresholds.
  7. Verify correctness, permissions, limits, event and business outcomes; roll back regressions and publish the evidence.

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:

    • Read
    • Glob
    • Grep
    • WebFetch
    • Write
    • Edit

    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; query, index, automation, concurrency, and production workload changes require platform and object owner approval

    From compatibility in the SKILL.md frontmatter.

Context cost

Salesforce Performance Tuning loads about 1.1k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 412 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~65
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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). 412 words, ~1,075 tokens.

Download SKILL.mdSave it as .claude/skills/salesforce-performance-tuning/SKILL.md (or your agent's skills folder).
name
salesforce-performance-tuning
description
Analyze and tune Salesforce query, pagination, batching, caching, automation, and asynchronous performance using measured org evidence. Use when resolving latency or throughput problems. Trigger with "tune Salesforce performance".
allowed-tools
Read, Glob, Grep, WebFetch, Write, Edit
compatibility
Designed for Claude Code; query, index, automation, concurrency, and production workload changes require platform and object owner approval
argument-hint
[org-alias] [workload]
version
1.8.0
author
Jeremy Longshore <jeremy@intentsolutions.io>
license
MIT
tags
saas, salesforce, performance, soql, query-plan
model
inherit
effort
high

Evidence-Driven Salesforce Performance Tuning

Overview

Optimize the end-to-end workload without trading correctness, permission enforcement, shared capacity, or recovery for a synthetic benchmark.

Prerequisites

  • Representative workload, latency and throughput objectives, business invariant, and current telemetry
  • Queries, object volumes, selectivity, pagination, automation, locks, API mode, limits, and downstream timing
  • Authorized performance org or sandbox, synthetic dataset, stop thresholds, and rollback owner

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 offers versioned query and limits resources; query performance feedback through REST explain is explicitly Beta. Query plans, indexes, object cardinality, automation cost, and limits depend on the target org and must be measured.

Authentication

Use an approved read-only performance principal first and a separately approved principal for canary writes. Do not collect broad record payloads or use administrator access to mask real permission cost.

Instructions

  1. Define the business invariant and measure end-to-end latency, throughput, error rate, API consumption, locks, retries, and downstream lag.
  2. Trace time across client, network, authentication, query, pagination, automation, async jobs, event delivery, and reconciliation.
  3. Inspect query shape, selected fields, predicates, cardinality, selectivity, ordering, pagination, and current metadata.
  4. Use documented explain or query-plan tooling only under its current status and corroborate recommendations with measured tests.
  5. Compare bounded changes to query design, caching, conditional requests, composite or bulk modes, concurrency, and scheduling.
  6. Canary one change at a time with synthetic or approved non-production data and fixed stop thresholds.
  7. Verify correctness, permissions, limits, event and business outcomes; roll back regressions and publish the evidence.
Show full SKILL.md (134 more words)Show less

Approval Boundaries

Do not request indexes, change automation, increase concurrency, add caches, alter consistency, or load production for a benchmark without owners.

Output

Return the baseline trace, bottleneck evidence, tested alternatives, capacity effect, correctness checks, canary result, rollback, and recommendation.

Error Handling

ConditionResponse
Explain output is treated as production proofLabel it Beta guidance and require representative measured validation.
Optimization changes returned recordsReject the change and restore the original business invariant.
Faster client behavior consumes unsafe shared capacityApply backpressure or scheduling before increasing rollout.

Example

A redacted completion receipt might look like this:

text
workload=account-sync; baseline_p95=recorded; bottleneck=query; change=selective-filter; limits=safe; correctness=exact; canary=pass

Resources

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-performance-tuning of jeremylongshore/tons-of-skills-marketplace.

Open the folder on GitHubat commit cfae287

Compare with similar skills

Salesforce Performance Tuning 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.

Salesforce Performance Tuning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Salesforce Performance Tuning this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
Soql Lib Query Builderbeyond-the-cloud-dev/soql-lib154—~4.3kAutomated safety check: PassMIT
Sf DatacloudJaganpro/sf-skills424—~2.7kAutomated safety check: PassMIT
Soql Lib Selectorbeyond-the-cloud-dev/soql-lib154—~2kAutomated safety check: PassMIT
Dev SetupPortwood-Global-Solutions/Portwood126—~1.1kAutomated safety check: PassApache-2.0
Sf FlowJaganpro/sf-skills424—~1.8kAutomated safety check: PassMIT

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Works with

Categories

Questions about Salesforce Performance Tuning

What does Salesforce Performance Tuning do?

Analyze and tune Salesforce query, pagination, batching, caching, automation, and asynchronous performance using measured org evidence. Salesforce Performance Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze and tune Salesforce query, pagination, batching, caching, automation, and asynchronous performance using measured org evidence.

When should I use Salesforce Performance Tuning?

Salesforce Performance Tuning fits situations like: resolving latency; throughput problems; with tune Salesforce performance.

How do I install Salesforce Performance Tuning in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-performance-tuning -a claude-code`. Or copy the skill folder (skills/.curated/salesforce-performance-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/salesforce-performance-tuning in your project. Claude Code loads it when a task matches its description.

How do I install Salesforce Performance Tuning in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-performance-tuning -a codex`. Or copy the skill folder (skills/.curated/salesforce-performance-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/salesforce-performance-tuning in your project. Codex loads it when a task matches its description.

Can I use Salesforce Performance Tuning 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-performance-tuning -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-performance-tuning, .gemini/skills/salesforce-performance-tuning, .github/skills/salesforce-performance-tuning and .opencode/skills/salesforce-performance-tuning in your project.

What does Salesforce Performance Tuning need to run?

SKILL.md names no scripts, command-line tools or credentials: Salesforce Performance Tuning 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; query, index, automation, concurrency, and production workload changes require platform and object owner approval.

Does Salesforce Performance Tuning 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 Performance Tuning 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 Performance Tuning use?

Salesforce Performance Tuning 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 Performance Tuning 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 Performance Tuning?

Skills that share tags, products or a category with Salesforce Performance Tuning: Soql Lib Query Builder (beyond-the-cloud-dev/soql-lib, 154 stars), Sf Datacloud (Jaganpro/sf-skills, 424 stars), Soql Lib Selector (beyond-the-cloud-dev/soql-lib, 154 stars) and Dev Setup (Portwood-Global-Solutions/Portwood, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Salesforce Performance Tuning?

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.