ai-governance-checklist

ai-governance-checklist is a skill for Codex from jeremylongworth-source/AgentSkills. It costs 58 tokens per session (350 once invoked), scanned A, original, MIT.

A checklist for governing AI systems and AI-assisted workflows. It covers ownership, data, security, privacy, human oversight, monitoring, audit records, training, and rollout controls.

In plain words
What is it for?
Assessing pilot and production readiness, assigning checklist owners, documenting required controls, and deciding when sensitive or high-impact uses need escalation.
Why use it?
It helps teams identify responsibilities, evidence, review gates, and unresolved risks before expanding an AI use case.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: mentions Codex.

Good fit Assessing pilot and production readiness, assigning checklist owners, documenting required controls, and deciding when sensitive or high-impact uses need escalation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jeremylongworth-source/agentskills/ai-governance-checklist
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add jeremylongworth-source/AgentSkills --skill ai-governance-checklist
Clone the repo
git clone --depth 1 https://github.com/jeremylongworth-source/AgentSkills

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-governance-checklist

README.md
[![agentmods](https://agentmods.dev/badge/skills/jeremylongworth-source/agentskills/ai-governance-checklist/github.svg)](https://agentmods.dev/skills/jeremylongworth-source/agentskills/ai-governance-checklist)
Your own site
<a href="https://agentmods.dev/skills/jeremylongworth-source/agentskills/ai-governance-checklist"><img src="https://agentmods.dev/badge/skills/jeremylongworth-source/agentskills/ai-governance-checklist/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-governance-checklist

Your own site · 80×15
<a href="https://agentmods.dev/skills/jeremylongworth-source/agentskills/ai-governance-checklist"><img src="https://agentmods.dev/badge/skills/jeremylongworth-source/agentskills/ai-governance-checklist.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 58 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 350 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00058 $0.00350
Opus 5 $0.00029 $0.00175
Sonnet 5 $0.00012 $0.00070
Haiku 4.5 $0.00006 $0.00035

Measured 12d ago against content hash 5290de55c2ad, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ai-governance-checklist scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/ai-governance-checklist/SKILL.md · 47 lines

What it actually says

AI Governance Checklist

Core Workflow

  1. Identify AI use cases, autonomy level, data sensitivity, users, impacted stakeholders, and deployment stage.
  2. Define governance domains: ownership, data, security, privacy, legal, compliance, human oversight, monitoring, auditability, training, and change management.
  3. Convert governance needs into checklist items, owners, evidence, and gates.
  4. Separate pilot governance from production governance.
  5. Identify policies, reviewers, and controls that must exist before scale.
  6. State unresolved governance gaps and recommended next review.

Safety Rules

  • Do not present governance checklists as legal, compliance, or security approval.
  • Do not skip human oversight for high-impact or autonomous workflows.
  • Verify current official or organizational policy before platform-specific or regulated guidance.
  • Escalate sensitive data, employee-impacting, customer-impacting, regulated, legal, privacy, security, finance, or public-facing AI use.

Deliverable Shape

For AI governance work, provide:

  • Governance scope
  • Checklist by domain
  • Owners and evidence needed
  • Pilot versus production gates
  • Policy gaps
  • Review cadence
  • Escalation needs

References

  • Read references/ai-governance-checklist.md when preparing AI governance checklists, policy controls, or rollout readiness reviews.
Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 47 lines · 58 tokens per session scan A 5290de55c2ad

Subscribe to this mod's changes

ai-governance-checklist is a skill published in the GitHub repository jeremylongworth-source/AgentSkills (1 stars, last pushed 10d ago), licensed MIT. It adds 58 tokens to every session and 350 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

authos-compliance-automation

Use AuthOS compliance and audit surfaces for privacy, SIEM, audit logs, risk events, MFA metrics, GDPR export, and anonymization. Use when implementing SAR export, right-to-be-forgotten flows, tenant SIEM streaming, audit review, or compliance evidence collection.

drmhse/authos_skill · 63 tokens

strm-mapping

Use when asked to map, crosswalk, align, compare, or gap-analyze any two cybersecurity frameworks, control catalogs, or regulatory requirements using NIST IR 8477 Set-Theory Relationship Mapping (STRM). Triggers on terms like "map controls", "crosswalk", "framework alignment", "gap analysis", or producing a STRM CSV…

austinsonger/GRC-Mapping-Analyst · 79 tokens

huashu-takram-soft-tech

OpenDesign procurement & security leave-behind: the one-pager-plus a buying committee can forward and approve internally. Built as a decision-grade B2B sales deck for buying committee, security, procurement.

nexu-io/open-design · 50 tokens

dependency-audit

Audits direct and transitive dependencies for license compliance, maintenance health, CVEs, abandoned packages, and bloat. Triggers on: "audit dependencies", "license check", "dependency health", "abandoned packages", "unused dependencies", "license compliance", "supply chain", "dependency risk".

Mathews-Tom/armory · 66 tokens

boldsign-automation

Automate Boldsign tasks via Rube MCP (Composio). Always search tools first for current schemas.

composio-community/awesome-codex-skills · 27 tokens

kelly-legal-contracts

A review desk for business contracts such as non-disclosure agreements, service agreements, data-processing agreements, and statements of work. It compares clauses with a company's approved playbook and records review decisions.

mr-kelly/skills · 119 tokens