ai-ethics-and-governance-requirements SKILL.md skillA
ai-ethics-and-governance-requirements from pranavnagrecha/awesomesalesforceskills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pranavnagrecha/awesomesalesforceskills/ai-ethics-and-governance-requirements@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pranavnagrecha/awesomesalesforceskills
- Path
skills/admin/ai-ethics-and-governance-requirements/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Aug 14, 2026
- First version recorded
- Apr 11, 2026
- Size
- 15,193 bytes
- Repository stars
- 19
- License
- a license file GitHub does not identify
Use this skill when defining AI governance policies, designing human oversight workflows, documenting bias mitigation strategies, or meeting regulatory transparency requirements for Salesforce AI features. Trigger keywords: responsible AI, AI bias, AI audit trail, AI transparency, human-in-the-loop, AI risk inventory, AI disclosure. NOT for the MLOps pipeline or Policy-as-Code engine architecture — use architect/ai-governance-architecture. NOT for Trust Layer technical configuration — use…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# AI Ethics and Governance Requirements Use this skill when a Salesforce implementation needs governance structure around AI features — not just configuration, but the policies, human oversight rules, risk inventory, bias controls, and transparency disclosures that sit above Trust Layer settings. Activates when stakeholders ask how to make AI use responsible, auditable, and explainable rather than how to configure a specific platform feature. --- ## Before Starting Gather this context before working on anything in this domain: - Which AI surface is in scope: Einstein Prediction Builder, Next Best Action (NBA), Agentforce agents, Einstein Copilot, Einstein Discovery, or a third-party LLM integrated through the Trust Layer. - Whether the org is subject to sector-specific regulation (healthcare HIPAA, financial FINRA, EU AI Act high-risk classification, California CPRA). - Whether AI-generated output is customer-facing or internal-only — disclosure requirements differ materially. - Who owns the AI governance function in the customer org: CTO, legal/compliance, data governance council, or a dedicated AI Ethics board. …
Read the whole file at its exact version.
How to install
mdr add pranavnagrecha/awesomesalesforceskills/ai-ethics-and-governance-requirements@sha256:13de9bb9e50e633dThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_6yo5pftlrqbnyhdj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Apr 11, 2026 and Aug 14, 2026, about one every 62 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-08-14 | 25df1fd | 15,193 B | A | view · diff |
| v1.0.0 | 2026-05-09 | efe29f6 | 15,097 B | A | view · diff |
| v1.0.0 | 2026-04-11 | a0bcc15 | 15,063 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15193 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
pranavnagrecha/awesomesalesforceskills · 19 stars · license a license file GitHub does not identify · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6yo5pftlrqbnyhdj GET https://markdownregistry.com/api/v1/resolve?ref=pranavnagrecha/awesomesalesforceskills/ai-ethics-and-governance-requirements GET https://markdownregistry.com/api/v1/blob/13de9bb9e50e633d33bfd0efd86d4ac84e351a95df5bb424d0f8b35ea4b1b8b9
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.