Salesforce — SfSkills library router

You are working with a Salesforce library that is far too large to load. This file tells you how to reach the one page you need.

Generated by scripts/build_plugin.py. Do not hand-edit.

What is in the library

• 1,040 skill packages under ${CLAUDE_PLUGIN_ROOT}/skills/<domain>/<slug>/. Each is a SKILL.md plus references/examples.md, gotchas.md, well-architected.md and llm-anti-patterns.md.
• 70 run-time agents under ${CLAUDE_PLUGIN_ROOT}/agents/<id>/AGENT.md, exposed as subagents (see the roster at the bottom of this file).
• 94 slash commands under ${CLAUDE_PLUGIN_ROOT}/commands/.
• Decision trees under ${CLAUDE_PLUGIN_ROOT}/standards/decision-trees/, which route between technologies before a skill is opened.
• Canonical templates under ${CLAUDE_PLUGIN_ROOT}/templates/.

Skill counts by domain:

Domain	Skills	Router
admin	261	salesforce-admin
agentforce	53	salesforce-agentforce
apex	159	salesforce-apex
architect	106	salesforce-architect
data	101	salesforce-data
devops	70	salesforce-devops
flow	63	salesforce-flow
integration	61	salesforce-integration
lwc	83	salesforce-lwc
omnistudio	34	salesforce-omnistudio
security	49	salesforce-security
total	1,040

How to find the right skill

Three mechanisms, listed in order of reliability on a fresh install. Use the first one that is available; do not stop at a guess.

1. The shipped rosters (always work, no setup). Hand off to the domain router below; each one ships a complete references/skill-index.md roster of its packages, generated from registry/skills.json. To read one directly, open ${CLAUDE_PLUGIN_ROOT}/.claude/skills/salesforce-<domain>/references/skill-index.md.

2. The MCP server (fast, needs the sfskills-mcp server connected). Call the search_skill tool with the user's phrasing. It returns ranked skill ids. get_skill then returns the package contents.

3. The search CLI (fast, needs a locally built index).

python3 "${CLAUDE_PLUGIN_ROOT}/scripts/search_knowledge.py" "<the user's question>" --json

This needs vector_index/, which is not shipped — it is gitignored and must be built once per clone:

cd "${CLAUDE_PLUGIN_ROOT}" && python3 -m pip install -r requirements.txt && python3 scripts/build_index.py

If the command errors or reports Coverage: NONE, fall back to mechanism 1 rather than telling the user the topic is uncovered.

Then read the package. Open the exact ${CLAUDE_PLUGIN_ROOT}/skills/<domain>/<slug>/SKILL.md the lookup returned, plus its references/gotchas.md and references/llm-anti-patterns.md. Do not answer from this router: it is a map, not the territory.

Domain routers

Hand off to the router for the domain the request lands in. Each one carries that domain's featured skills, decision trees and templates.

• salesforce-admin (261 skills) — Declarative Salesforce configuration: objects, fields, record types, page layouts, permission sets, reports, the record-access model (OWD, role hierarchy, sharing rules), and the requirements work that precedes them.
• salesforce-agentforce (53 skills) — Agentforce and Einstein: agents, topics, actions, prompt templates, grounding, guardrails, evaluation and production readiness.
• salesforce-apex (159 skills) — Apex and SOQL: triggers, Apex governor limits, async processing, OUTBOUND HTTP callouts, security enforcement, and test patterns. Owns calling an external API FROM Salesforce; salesforce-integration owns inbound. Generic nightly scheduling without naming code belongs to salesforce-flow. Codebase security review belongs to salesforce-security. NOT for SOSL — use salesforce-data.
• salesforce-architect (106 skills) — Solution and platform architecture: multi-org strategy, scalability limits, licensing, Well-Architected reviews and architecture decision records.
• salesforce-data (101 skills) — Data model, data movement and data quality: migrations, bulk loads, query optimisation, deduplicating at volume, archival. Ordinary-volume duplicate cleanup and prevention use salesforce-admin; come here for hundreds-of-thousands+ dedup or third-party tools. LDV architecture uses salesforce-architect.
• salesforce-devops (70 skills) — Salesforce delivery: source tracking, packaging, branching, CI/CD pipelines, environment strategy and deployment troubleshooting.
• salesforce-flow (63 skills) — Flow Builder: record-triggered, screen, scheduled and orchestration flows, bulkification, fault handling, limits, testing. "My flow" belongs here even when salesforce-apex also names the limit. Nightly scheduling without naming code defaults here; apex takes it when code/class/Apex is named. Flow-vs-Apex choice before anything is built: admin/process-automation-selection.
• salesforce-integration (61 skills) — INBOUND integration and the API surface itself: the Salesforce REST and SOAP APIs, Bulk API 2.0 jobs, Platform Events, CDC, Pub/Sub, Named Credentials and middleware. For calling OUT to someone else's API from Apex, use salesforce-apex instead.
• salesforce-lwc (83 skills) — Lightning Web Components: reactivity, wire adapters, component communication, accessibility, performance, security and Jest testing.
• salesforce-omnistudio (34 skills) — OmniStudio: OmniScripts, FlexCards, DataRaptors, Integration Procedures, Business Rules Engine and DataPack deployment.
• salesforce-security (49 skills) — Platform security and compliance: org hardening, encryption, session policy, MFA, monitoring, incident response, and TROUBLESHOOTING a specific record-access denial. Designing the sharing model itself (OWD, role hierarchy, sharing rules) is salesforce-admin.

Decision trees — read before choosing a technology

When a request straddles more than one technology, read the tree before activating any skill, and cite the branch that decided it.

• ${CLAUDE_PLUGIN_ROOT}/standards/decision-trees/agentforce-capability-selector.md
• ${CLAUDE_PLUGIN_ROOT}/standards/decision-trees/async-selection.md
• ${CLAUDE_PLUGIN_ROOT}/standards/decision-trees/automation-selection.md
• ${CLAUDE_PLUGIN_ROOT}/standards/decision-trees/flow-pattern-selector.md
• ${CLAUDE_PLUGIN_ROOT}/standards/decision-trees/integration-pattern-selection.md
• ${CLAUDE_PLUGIN_ROOT}/standards/decision-trees/performance-tuning.md
• ${CLAUDE_PLUGIN_ROOT}/standards/decision-trees/sharing-selection.md
• ${CLAUDE_PLUGIN_ROOT}/standards/decision-trees/README.md — the index, with the rule for when a tree outranks a retrieval tie

Cross-domain entry points

If you need a place to start before running a lookup, these are the highest-traffic packages in the library:

• ${CLAUDE_PLUGIN_ROOT}/skills/admin/object-creation-and-design/SKILL.md — designing a new object or reworking an existing one
• ${CLAUDE_PLUGIN_ROOT}/skills/admin/permission-set-architecture/SKILL.md — who can see and do what
• ${CLAUDE_PLUGIN_ROOT}/skills/apex/trigger-framework/SKILL.md — any trigger work at all
• ${CLAUDE_PLUGIN_ROOT}/skills/apex/governor-limits/SKILL.md — anything that says "too many" or "exceeded"
• ${CLAUDE_PLUGIN_ROOT}/skills/apex/soql-fundamentals/SKILL.md — query correctness and selectivity
• ${CLAUDE_PLUGIN_ROOT}/skills/flow/record-triggered-flow-patterns/SKILL.md — the most common declarative automation
• ${CLAUDE_PLUGIN_ROOT}/skills/lwc/component-communication/SKILL.md — the first thing an LWC build gets wrong
• ${CLAUDE_PLUGIN_ROOT}/skills/data/data-model-design-patterns/SKILL.md — relationships and normalisation
• ${CLAUDE_PLUGIN_ROOT}/skills/integration/rest-api-patterns/SKILL.md — talking to or from an external system
• ${CLAUDE_PLUGIN_ROOT}/skills/security/org-hardening-and-baseline-config/SKILL.md — the org security baseline
• ${CLAUDE_PLUGIN_ROOT}/skills/architect/well-architected-review/SKILL.md — assessing an org against Salesforce Well-Architected
• ${CLAUDE_PLUGIN_ROOT}/skills/devops/salesforce-dx-project-structure/SKILL.md — getting metadata into source control
• ${CLAUDE_PLUGIN_ROOT}/skills/agentforce/agentforce-agent-creation/SKILL.md — building an Agentforce agent
• ${CLAUDE_PLUGIN_ROOT}/skills/omnistudio/omniscript-design-patterns/SKILL.md — OmniStudio guided flows

Run-time agents

For a whole workflow rather than a single question, invoke the matching subagent. Each reads its full AGENT.md playbook, cites every skill it consulted, and never deploys to an org.

• admin — assignment-and-auto-response-rules-designer, audit-router, automation-migration-router, build-doc-keeper, build-planner, business-hours-and-holidays-configurator, change-impact-planner, config-workbook-author, csv-to-object-mapper, custom-metadata-and-settings-designer, email-template-modernizer, entitlement-and-milestone-designer, experience-cloud-admin-designer, field-impact-analyzer, fit-gap-analyzer, knowledge-article-taxonomy-agent, lead-routing-rules-designer, metadata-builder, object-designer, omni-channel-routing-designer, path-designer, permission-set-architect, plan-verifier, process-flow-mapper, profile-to-permset-migrator, requirements-clarifier, sales-stage-designer, salesforce-learning-guide, story-drafter, user-access-diff
• agentforce — agentforce-action-reviewer, agentforce-builder, agentforce-quality-engineer
• apex — apex-builder, apex-refactorer, apex-test-failure-triager, automation-transaction-profiler, security-scanner, soql-optimizer, test-class-generator, trigger-consolidator
• architect — org-health-assessor-v2, salesforce-decision-facilitator, waf-assessor
• data — data-loader-pre-flight, data-migration-reconciler, data-model-reviewer, duplicate-rule-designer
• devops — build-step-runner, changeset-builder, deployment-failure-triager, deployment-risk-scorer, milestone-verifier, multi-org-drift-analyzer, release-readiness-reviewer, release-train-planner, sandbox-strategy-designer, step-tester
• flow — flow-analyzer, flow-builder, flow-orchestrator-designer
• integration — bulk-migration-planner, integration-catalog-builder, integration-incident-triager
• lwc — lwc-auditor, lwc-builder, lwc-debugger
• omnistudio — omnistudio-designer
• security — access-path-explainer, security-posture-reviewer

Rules

1. Never answer a Salesforce behaviour, limit or API question from this file. Route, open the package, then answer from it.
2. Cite every skill id, template path and decision-tree branch you used. The library's value is that its claims are traceable.
3. Never claim the library lacks coverage without having run a lookup and pasted its output.
4. Never deploy to an org and never write outside the paths the user gave you.