Integration Eventing Cdc Configure
forcedotcom/sf-skills
A skill your agent uses to enable Salesforce Change Data Capture (CDC) on a standard or custom object, configure a custom event channel, set a filter expression, or add enrichment fields.
Agent skill
Salesforce Architecture Variants
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Analyze Salesforce direct API, middleware, event-driven, replicated-data, and hybrid integration architectures against explicit constraints.
Install Salesforce Architecture Variants
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-architecture-variants -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-architecture-variants --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-architecture-variants .claude/skills/salesforce-architecture-variants && 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-architecture-variants" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-architecture-variants into .claude/skills/salesforce-architecture-variants/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-architecture-variants", 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-architecture-variantsType 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-architecture-variants -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-architecture-variants --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-architecture-variants .agents/skills/salesforce-architecture-variants && 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-architecture-variants" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-architecture-variants into .agents/skills/salesforce-architecture-variants/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-architecture-variants", 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-architecture-variants -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-architecture-variants --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-architecture-variants .cursor/skills/salesforce-architecture-variants && 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-architecture-variants" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-architecture-variants into .cursor/skills/salesforce-architecture-variants/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-architecture-variants", 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-architecture-variants--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-architecture-variants -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace salesforce-architecture-variants --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-architecture-variants .gemini/skills/salesforce-architecture-variants && 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-architecture-variants" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-architecture-variants into .gemini/skills/salesforce-architecture-variants/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-architecture-variants", 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-architecture-variantsInstalls 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-architecture-variants -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-architecture-variants .github/skills/salesforce-architecture-variants && 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-architecture-variants" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-architecture-variants into .github/skills/salesforce-architecture-variants/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-architecture-variants", 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-architecture-variants -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-architecture-variants --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-architecture-variants .opencode/skills/salesforce-architecture-variants && 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-architecture-variants" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/salesforce-architecture-variants into .opencode/skills/salesforce-architecture-variants/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "salesforce-architecture-variants", 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-architecture-variants- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 409 words
- Files
- 1
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyze Salesforce direct API, middleware, event-driven, replicated-data, and hybrid integration architectures against explicit constraints.
- Works in 7 steps: Write decision drivers and… → Model direct synchronous API, managed or… → For each, trace authority, data and… → …
- Making architecture decisions
- 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 Architecture Variants is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze Salesforce direct API, middleware, event-driven, replicated-data, and hybrid integration architectures against explicit constraints. Use when making architecture decisions. Trigger with "compare Salesforce architectures".
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; new vendors, data movement, trust boundaries, and production architecture require enterprise approval
It sits in Sales & Support, covering CRM management and Event-driven systems. 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
- Making architecture decisions
- With compare Salesforce architectures
Example prompts
- “compare Salesforce architectures”
- “/salesforce-architecture-variants”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code; new vendors, data movement, trust boundaries, and production architecture require enterprise 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.
- Write decision drivers and non-negotiable invariants before naming a preferred technology.
- Model direct synchronous API, managed or customer middleware, Salesforce events, scheduled bulk, replicated data, and hybrid variants.
- For each, trace authority, data and event flow, transactions, ordering, idempotency, limits, failure isolation, reconciliation, and…
- Evaluate security, privacy, residency, audit, operability, latency, throughput, cost, skills, vendor support, and lock-in with evidence.
- Run threat, failure, capacity, data-correctness, and migration exercises against the leading variants.
- Prototype the riskiest assumption with synthetic data in the lowest-risk authorized environment.
- Record the decision, rejected alternatives, evidence, uncertainty, conditions that invalidate it, migration stages, and review date.
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; new vendors, data movement, trust boundaries, and production architecture require enterprise approval
From compatibility in the SKILL.md frontmatter.
Context cost
Salesforce Architecture Variants loads about 1.1k tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 409 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). 409 words, ~1,085 tokens.
Download SKILL.mdSave it as
.claude/skills/salesforce-architecture-variants/SKILL.md (or your agent's skills folder).- name
- salesforce-architecture-variants
- description
- Analyze Salesforce direct API, middleware, event-driven, replicated-data, and hybrid integration architectures against explicit constraints. Use when making architecture decisions. Trigger with "compare Salesforce architectures".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; new vendors, data movement, trust boundaries, and production architecture require enterprise approval
- argument-hint
- [use-case] [constraints]
- version
- 1.8.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, salesforce, architecture, decision-record, integration-patterns
- model
- inherit
- effort
- high
Salesforce Integration Architecture Variants
Overview
Produce a falsifiable architecture decision that explains why one interaction pattern fits each use case and which tradeoffs remain.
Prerequisites
- Use cases, business invariants, sources of truth, consumers, latency, volume, ordering, consistency, and recovery needs
- Org products, APIs, events, limits, identities, data classes, residency, retention, support, and existing platforms
- Security, operability, cost, skills, vendor, migration, lock-in, disaster recovery, and change-control constraints
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 documents remote process, batch, data synchronization, and event integration patterns. Direct REST, composite, bulk, Pub/Sub or CDC, middleware, event relay, and replicated read models differ in coupling, consistency, capacity, and recovery.
Authentication
Model client apps, OAuth flows, principals, scopes, CRUD and field access, sharing, secret custody, rotation, revocation, and break-glass separately for every variant.
Instructions
- Write decision drivers and non-negotiable invariants before naming a preferred technology.
- Model direct synchronous API, managed or customer middleware, Salesforce events, scheduled bulk, replicated data, and hybrid variants.
- For each, trace authority, data and event flow, transactions, ordering, idempotency, limits, failure isolation, reconciliation, and recovery.
- Evaluate security, privacy, residency, audit, operability, latency, throughput, cost, skills, vendor support, and lock-in with evidence.
- Run threat, failure, capacity, data-correctness, and migration exercises against the leading variants.
- Prototype the riskiest assumption with synthetic data in the lowest-risk authorized environment.
- Record the decision, rejected alternatives, evidence, uncertainty, conditions that invalidate it, migration stages, and review date.
Show full SKILL.md (143 more words)Show less
Approval Boundaries
Do not select a vendor, create trust, replicate data, establish new system authority, or start production implementation without architecture and owners.
Output
Return the driver matrix, diagrams, variant scores with evidence, prototype result, decision and dissent, risks, migration and rollback plan, and review triggers.
Error Handling
| Condition | Response |
|---|---|
| All variants score the same | Refine measurable drivers and constraints instead of choosing by preference. |
| A variant lacks reconciliation | Mark it non-viable for mutable business data until a source-of-truth recovery path exists. |
| Key entitlement or capacity is unknown | Keep the decision provisional and obtain current org evidence. |
Example
A redacted completion receipt might look like this:
usecase=inventory-view; chosen=replicated-read; writes=source-only; freshness=5m; reconcile=daily; invalidator=latency-under-30sResources
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-architecture-variants of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Compare with similar skills
Salesforce Architecture Variants 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 Architecture Variants this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Integration Eventing Cdc Configureforcedotcom/sf-skills | 1.1k | — | ~3.8k | 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 |
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Questions about Salesforce Architecture Variants
What does Salesforce Architecture Variants do?
Analyze Salesforce direct API, middleware, event-driven, replicated-data, and hybrid integration architectures against explicit constraints. Salesforce Architecture Variants is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze Salesforce direct API, middleware, event-driven, replicated-data, and hybrid integration architectures against explicit constraints.
When should I use Salesforce Architecture Variants?
Salesforce Architecture Variants fits situations like: making architecture decisions; with compare Salesforce architectures.
How do I install Salesforce Architecture Variants in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-architecture-variants -a claude-code`. Or copy the skill folder (skills/.curated/salesforce-architecture-variants in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/salesforce-architecture-variants in your project. Claude Code loads it when a task matches its description.
How do I install Salesforce Architecture Variants in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill salesforce-architecture-variants -a codex`. Or copy the skill folder (skills/.curated/salesforce-architecture-variants in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/salesforce-architecture-variants in your project. Codex loads it when a task matches its description.
Can I use Salesforce Architecture Variants 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-architecture-variants -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-architecture-variants, .gemini/skills/salesforce-architecture-variants, .github/skills/salesforce-architecture-variants and .opencode/skills/salesforce-architecture-variants in your project.
What does Salesforce Architecture Variants need to run?
SKILL.md names no scripts, command-line tools or credentials: Salesforce Architecture Variants 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; new vendors, data movement, trust boundaries, and production architecture require enterprise approval.
Does Salesforce Architecture Variants 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 Architecture Variants 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 Architecture Variants use?
Salesforce Architecture Variants 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 Architecture Variants 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 Architecture Variants?
Skills that share tags, products or a category with Salesforce Architecture Variants: Integration Eventing Cdc Configure (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 Architecture Variants?
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.