sf-docs
jaganpro/sf-skills
Retrieve and ground answers in official Salesforce documentation from developer.salesforce.com, help.salesforce.com, and related sources.
What is sf-docs?
sf-docs provides a reliable retrieval playbook for Salesforce documentation that is hard to fetch, especially JS-heavy or shell-rendered pages. Use it when you need authoritative answers grounded in official Salesforce docs rather than third-party blogs or summaries.
- Routes help.salesforce.com URLs to a dedicated extractor and handles other official Salesforce doc pages through browser-rendered extraction
- Supports stealth mode via playwright-stealth for bot-sensitive pages
- Classifies requests by doc family (Developer, Help, Architect, Admin, Design System, Legacy Atlas) before retrieval
- Validates that exact concepts or identifiers actually appear on pages before accepting them as evidence
- Rejects broad landing pages, shell pages, and third-party content in favor of targeted official sources
- Provides grounding with guide title, exact URL, source type, and extraction caveats
How to install sf-docs
npx skills add https://github.com/jaganpro/sf-skills --skill sf-docs- Python 3.7+ (for included extraction scripts)
- Optional: playwright-stealth package for stealth mode on bot-sensitive pages
How to use sf-docs
- 1.Classify the user's request by doc family (Developer, Help, Architect, Admin, Design System, or Legacy Atlas)
- 2.Identify the exact concept, API name, feature name, or product phrase being requested
- 3.Use the appropriate official Salesforce domain and follow targeted retrieval paths rather than broad crawling
- 4.Fetch the most likely official page and verify the exact concept actually appears on it
- 5.If the concept is missing, inspect and follow 1–3 relevant official child links
- 6.For help.salesforce.com pages, use browser-rendered extraction and reject shell pages with no real article body
- 7.Include guide title, exact URL, source type, and any extraction caveats in your answer
- 8.Reject broad landing pages, third-party blogs, and pages without the requested identifier or concept
Use cases
- Finding official Apex API reference, class, or method documentation
- Retrieving Lightning Web Component (LWC) or Wire Service guidance from developer.salesforce.com
- Locating Agentforce developer documentation and actions
- Extracting Salesforce Help articles for setup, admin, and product configuration questions
- Accessing Lightning Design System (SLDS) component and styling guidance from lightningdesignsystem.com
- Salesforce developers seeking authoritative API and framework documentation
- Salesforce administrators looking for official setup and configuration guidance
- Agents and bots that need to ground answers in official sources rather than third-party summaries
sf-docs FAQ
Use sf-docs when the user explicitly asks for official Salesforce documentation, or when you need authoritative answers grounded in developer.salesforce.com, help.salesforce.com, architect.salesforce.com, admin.salesforce.com, or lightningdesignsystem.com. Avoid it for third-party blogs or summaries unless the user specifically requests them.
Broad landing pages like guide homepages do not contain the exact concept or identifier needed to answer confidently. The skill requires that the exact API name, feature name, or concept phrase actually appear on the page before accepting it as evidence.
The included extract_salesforce_doc.py script uses browser-rendered extraction for JS-heavy pages on developer.salesforce.com and other official Salesforce domains. For help.salesforce.com, it routes to a dedicated Help extractor that handles shell-rendered content.
If the article body cannot be extracted after targeted retries, return the best official Help URLs you found and explicitly state that article-body extraction was unsuccessful. Do not force a weak answer from shell content.
No, unless the user explicitly asks for them. The skill is designed to prefer official Salesforce-owned documentation sources only. Third-party content should be avoided in favor of developer.salesforce.com, help.salesforce.com, and related official domains.
Full instructions (SKILL.md)
Source of truth, from jaganpro/sf-skills.
name: sf-docs description: > Official Salesforce documentation retrieval guidance. Use when you need authoritative Salesforce docs from developer.salesforce.com or help.salesforce.com, especially when pages are JS-heavy, shell-rendered, or hard to extract with naive fetching. license: MIT metadata: version: "0.4.0" author: "Jag Valaiyapathy"
sf-docs
Use this skill to retrieve and ground answers in official Salesforce documentation on the public web.
This skill is intentionally simple:
- no local corpus
- no indexing
- no benchmark workflow
- no helper CLI dependency
- no PDF fallback
Its job is to provide a reliable online retrieval playbook for Salesforce docs that are hard to fetch, especially help.salesforce.com, JS-heavy developer.salesforce.com, Lightning Design System docs on lightningdesignsystem.com, and other official Salesforce-owned doc pages such as architect.salesforce.com and admin.salesforce.com.
An optional wrapper script is available at:
skills/sf-docs/scripts/extract_salesforce_doc.py
It automatically routes help.salesforce.com URLs into the dedicated Help extractor and supports other official documentation pages such as *.salesforce.com and lightningdesignsystem.com through a generic browser-rendered path. For bot-sensitive pages, it also supports best-effort optional stealth mode via --stealth when playwright-stealth is installed.
The dedicated Help extractor is also available directly at:
skills/sf-docs/scripts/extract_help_salesforce.py
Core Goal
Find the best official Salesforce HTML page online and extract enough real content to answer confidently.
If the evidence is weak, say so clearly instead of forcing a weak answer.
When to Use
Use sf-docs when a user asks for:
- official Salesforce documentation
- Apex, API, LWC, metadata, Agentforce, setup, or help articles
- docs from
developer.salesforce.com - docs from
help.salesforce.com - pages that look JS-heavy, shell-rendered, or difficult to read with ordinary fetches
Official Sources Only
Prefer Salesforce-owned documentation sources:
developer.salesforce.comhelp.salesforce.comarchitect.salesforce.comadmin.salesforce.comlightningdesignsystem.com- other relevant official Salesforce documentation pages when Salesforce uses them as the source of truth
Avoid third-party blogs, videos, or summary articles unless the user explicitly asks for them.
Do not fall back to PDFs.
Retrieval Workflow
1. Classify the request first
Before fetching anything, identify the likely doc family.
| Family | Typical Source | Use For |
|---|---|---|
| Developer docs | developer.salesforce.com/docs/... | Apex, APIs, LWC, metadata, Agentforce developer docs |
| Help docs | help.salesforce.com/... | setup, admin, product configuration |
| Architect/Admin docs | architect.salesforce.com/..., admin.salesforce.com/... | best practices, patterns, well-architected guidance, admin enablement |
| Design system docs | lightningdesignsystem.com/... | SLDS, Cosmos, design tokens, component and styling guidance |
| Legacy atlas docs | developer.salesforce.com/docs/atlas.en-us.* | older official guide and reference docs |
2. Identify the exact concept
Extract the real target before you search:
- exact API/class/method name
- exact feature name
- exact product phrase
- exact setup concept
Examples:
Lightning Message ServiceWire ServiceSystem.StubProviderAgentforce ActionsMessaging for In-App and Web allowed domains
3. Prefer targeted official retrieval
Do not broad-crawl Salesforce docs.
Instead:
- identify the most likely official guide root or article
- if search is needed, restrict it to official Salesforce domains only
- fetch that official page
- check whether the exact concept actually appears on the page
- if not, inspect and follow the most relevant 1–3 official child links
- stop once you have grounded evidence
4. Do not stop at broad landing pages
A guide landing page is not enough unless it clearly contains the exact requested concept.
This is especially important for:
- LWC docs
- Agentforce docs
- broad platform guide homepages
- help landing pages that link to the real article
5. For developer.salesforce.com
Use this playbook:
- start with the most likely official guide root
- if the page is JS-heavy, prefer browser-rendered extraction
- check whether the exact concept appears on the page
- if the concept is missing, inspect official child links and follow the best matching 1–3 links
- prefer exact concept pages over broad guide roots
- legacy atlas pages are valid if they are the real official reference for the concept
6. For help.salesforce.com
Help pages often fail with naive fetching.
Use this playbook:
- prefer exact
articleView?id=...URLs when available - use browser-rendered extraction when plain fetch returns shell content
- treat outputs like
Loading,Sorry to interrupt,CSS Error, or mostly chrome/navigation text as failed extraction, not evidence - look for the real article body, not just header, nav, or footer text
- reject shell pages and soft-404 pages such as:
- "We looked high and low but couldn't find that page"
- generic empty help shells
- if starting from a nearby guide or hub page, follow linked Help articles until you reach the real article body
- if extraction still fails after targeted retries, return the best official Help URLs you found and explicitly say that article-body extraction was unsuccessful
Acceptance Rules
A page is good enough to answer from only when at least one of these is true:
- the exact identifier appears on the page
- the exact concept phrase appears on the page
- multiple query-specific phrases appear in the correct official context
A page is not good enough when:
- it is only a broad landing page
- it is a shell page with little real article text
- it is from the wrong product area
- it does not contain the requested identifier or concept
- it is a third-party explanation when an official page should exist
Rejection Rules
Reject these as final evidence:
- broad guide homepages without the exact concept
- release notes when a concept/reference page is expected
- admin blog posts when developer docs are requested
- third-party blogs when official docs are available
- shell-rendered pages with no real article body
- pages whose titles sound right but whose body does not contain the requested concept
Grounding Requirements
When answering, include:
- guide/article title
- exact official URL
- source type:
- developer doc page
- atlas reference page
- help article page
- any caveat if extraction was partial or browser-rendered
If evidence is weak, say so plainly.
Examples
Example: Lightning Message Service
Do not stop at the general LWC guide root. Find the exact LWC page for Lightning Message Service or follow the most relevant child links from the LWC docs until the exact concept appears.
Example: Wire Service
Do not answer from the LWC homepage unless Wire Service is actually present there.
Follow the relevant child doc page for wire service or wire adapters.
Example: Agentforce Actions
Do not answer from a broad Agentforce landing page or a blog post. Find the official Agentforce developer page for actions, or follow the best matching child pages from the official Agentforce docs.
Example: Messaging for In-App and Web allowed domains
Prefer official Help articles and browser-rendered extraction. Reject generic help shells. Follow linked Help articles from nearby official messaging docs if needed.
Example: System.StubProvider
Prefer the official Salesforce reference/developer page where the exact identifier appears. Do not substitute a broader Apex landing page if the identifier is absent.
Non-Goals
This skill should not:
- maintain a local documentation corpus
- rely on a local index
- use PDF fallback
- run benchmark workflows
- depend on repo-specific scripts to be useful
Cross-Skill Role
Other sf-* skills should use sf-docs when they need authoritative Salesforce documentation instead of relying on generic search alone.
Related skills
More from jaganpro/sf-skills and the wider catalog.

sf-flex-estimator
>

sf-flow
Create and validate Salesforce Flows with 110-point scoring across 6 categories.

sf-industry-cme-epc-model
>

sf-industry-commoncore-callable-apex
>

sf-industry-commoncore-datamapper
>

sf-industry-commoncore-flexcard
>