Heavybit Skill
AI Governance & Responsible AI
Governance frameworks, ethical principles, and practical safeguards for building and deploying AI products responsibly. Covers bias detection, prompt injection security, trust architecture, regulatory compliance, and the organizational structures needed for responsible AI. Drawn from practitioners at Humanloop, Equality AI, Deepchecks, and others.
Built from what these operators shared
AI Governance & Responsible AI
Built from seventeen library resources
What a skill is
A skill is a set of working instructions your agent loads when you need it, built from the strategies operators shared in the Heavybit Library. It guides the work and you still do it. Heavybit reads and approves every skill before it ships, and keeps updating skills as new content enters the Library. Skills are plain text, so you or your agent can read any skill in full before acting on it. Your agent decides how to apply a skill, so check its work; if a skill gets something wrong, ask your agent to report it or email platform@heavybit.com.
Connect your agent
- Add the endpoint below to your harness: Claude Code, Codex, Claude, Cursor, ChatGPT, or another that supports MCP.
- Sign in to your Heavybit account with Google or GitHub when your agent asks. It's free, and your first sign-in creates the account.
- Tell your agent what you're working on. It finds the right skill, or you can ask for one by name.
MCP endpointhttps://crucible.heavybit.com/mcp
Built from the Heavybit Library
The operators behind this skill shared what they know in these talks, podcasts, and articles. Every one is free in the Heavybit Library.
- Podcast
Ethical Benchmarks for AI with Dr. Marie Oldfield
APR 29, 2024With Dr. Marie Oldfield
In episode 10 of Generationship, Rachel Chalmers and Dr. Marie Oldfield explore ethical benchmarks in AI. This conversation sheds light on professional accreditation for AI practitioners and offers unique insights on mitigating societal risks while building…
Generationship · Ep. 10
Ethical Benchmarks for AI with Dr. Marie Oldfield
Listen23 MIN
- Podcast
Covenant with Suzanne EL-Moursi
AUG 7, 2025With Suzanne EL-Moursi
In episode 41 of Generationship, Brighthive CEO Suzanne EL-Moursi joins Rachel Chalmers to unpack the “three-layer cake” of modern data architecture: composable stacks, agentic AI, and governance-first design. From integrating hundreds of data sources to…
Generationship · Ep. 41
Covenant with Suzanne EL-Moursi
Listen35 MIN
- Podcast
Simon Willison: I Coined Prompt Injection
JUL 10, 2025With Simon Willison
In episode 39 of Generationship, Rachel speaks with Simon Willison, founder of Datasette and co-creator of Django. Simon discusses the surprising resurgence of blogging, his coining of the term “prompt injection,” the power of learning in public, and how he…
Generationship · Ep. 39
Simon Willison: I Coined Prompt Injection
Listen52 MIN
- Article
Emerging Legal Challenges for Open Source in the Age of AI
OCT 11, 2023
Open-source legal and IP expert Amanda Brock explains the defensibility and AI-related challenges that open-source projects face in the future.
Article
Emerging Legal Challenges for Open Source in the Age of AI
Read21 MIN
- Video
Agent-Led Trust and Safety
JUN 16, 2026With Charity Majors, Sarah Sachs, Ben Woskow, and Chetan Conikee
Agents can write, review, and ship code — but how accountable can we be for systems we never fully scrutinize? This panel uncovers what it takes to let agents loose on production systems without losing sleep: permissions, observability, and the guardrails…
Video
Agent-Led Trust and Safety
Watch38 MIN