Esmfold2
JimLiu/science-skills
Biohub ESMFold2 / ESMFold2-Fast all-atom co-folding (Candido et al.
Designing for informed user consent, opt-out, and human override.
MITAuto-check passed
Install Consent And Agency
$ npx skills add Owl-Listener/ai-design-skills --skill consent-and-agency -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Owl-Listener/ai-design-skills consent-and-agency --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Owl-Listener/ai-design-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-alignment-reasoning/consent-and-agency .claude/skills/consent-and-agency && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "consent-and-agency" agent skill from https://github.com/Owl-Listener/ai-design-skills/tree/main/skills/ai-alignment-reasoning/consent-and-agency into .claude/skills/consent-and-agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "consent-and-agency", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Owl-Listener/ai-design-skills/tree/main/skills/ai-alignment-reasoning/consent-and-agencyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Owl-Listener/ai-design-skills --skill consent-and-agency -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Owl-Listener/ai-design-skills consent-and-agency --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/ai-design-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ai-alignment-reasoning/consent-and-agency .agents/skills/consent-and-agency && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "consent-and-agency" agent skill from https://github.com/Owl-Listener/ai-design-skills/tree/main/skills/ai-alignment-reasoning/consent-and-agency into .agents/skills/consent-and-agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "consent-and-agency", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Owl-Listener/ai-design-skills --skill consent-and-agency -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Owl-Listener/ai-design-skills consent-and-agency --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/ai-design-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ai-alignment-reasoning/consent-and-agency .cursor/skills/consent-and-agency && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "consent-and-agency" agent skill from https://github.com/Owl-Listener/ai-design-skills/tree/main/skills/ai-alignment-reasoning/consent-and-agency into .cursor/skills/consent-and-agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "consent-and-agency", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Owl-Listener/ai-design-skills.git --path skills/ai-alignment-reasoning/consent-and-agency--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Owl-Listener/ai-design-skills --skill consent-and-agency -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Owl-Listener/ai-design-skills consent-and-agency --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/ai-design-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ai-alignment-reasoning/consent-and-agency .gemini/skills/consent-and-agency && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "consent-and-agency" agent skill from https://github.com/Owl-Listener/ai-design-skills/tree/main/skills/ai-alignment-reasoning/consent-and-agency into .gemini/skills/consent-and-agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "consent-and-agency", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Owl-Listener/ai-design-skills consent-and-agencyInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Owl-Listener/ai-design-skills --skill consent-and-agency -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Owl-Listener/ai-design-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ai-alignment-reasoning/consent-and-agency .github/skills/consent-and-agency && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "consent-and-agency" agent skill from https://github.com/Owl-Listener/ai-design-skills/tree/main/skills/ai-alignment-reasoning/consent-and-agency into .github/skills/consent-and-agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "consent-and-agency", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Owl-Listener/ai-design-skills --skill consent-and-agency -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Owl-Listener/ai-design-skills consent-and-agency --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/ai-design-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ai-alignment-reasoning/consent-and-agency .opencode/skills/consent-and-agency && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "consent-and-agency" agent skill from https://github.com/Owl-Listener/ai-design-skills/tree/main/skills/ai-alignment-reasoning/consent-and-agency into .opencode/skills/consent-and-agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "consent-and-agency", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
consent-and-agency- GitHub stars
- 185
- Token cost
- ~598 tokens
- SKILL.md length
- 325 words
- Files
- 1
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- MIT
At a glance
Designing for informed user consent, opt-out, and human override.
- Tasks that involve AI interpretability
- SKILL.md covers Informed Consent for AI, Designing for Agency, Consent Patterns and Agency Anti-Patterns, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Consent And Agency is an agent skill from Owl-Listener/ai-design-skills. Designing for informed user consent, opt-out, and human override.
Its SKILL.md is about 600 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: AI Design Skills Collection: agentic skills, commands, and plugins for designing AI products — from interaction patterns to alignment, evaluation, agent orchestration, and prompt… The licence is MIT.
When your agent uses it
- Tasks that involve AI interpretability
Example prompts
- “/consent-and-agency”
What it can do on your machine
Read from SKILL.md and the folder at commit f41b650. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Consent And Agency loads about 598 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 325 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Owl-Listener/ai-design-skills at commit f41b650, republished under its MIT licence (© Owl-Listener). 325 words, ~598 tokens.
Download SKILL.mdSave it as
.claude/skills/consent-and-agency/SKILL.md (or your agent's skills folder).- name
- consent-and-agency
- description
- Designing for informed user consent, opt-out, and human override.
Consent and Agency
AI products make decisions, take actions, and process information on behalf of users. Consent and agency design ensures users remain in control — understanding what the AI does, agreeing to it, and being able to override it.
Informed Consent for AI
Users should understand and agree to:
- What data the AI uses: Conversation history, personal data, uploaded documents, browsing behaviour
- What the AI does with it: Training, personalisation, sharing with third parties, storage
- What actions the AI takes: Sending messages, making changes, accessing systems
- What the AI can't do: Limitations that might affect the user's expectations Consent is not a checkbox at sign-up. It's an ongoing design challenge throughout the experience.
Designing for Agency
Agency means the user feels — and is — in control:
- Opt-in over opt-out: AI features should be activated by the user, not imposed
- Reversibility: AI actions should be undoable wherever possible
- Override mechanisms: The user can always stop, redirect, or override the AI
- Exit paths: The user can disengage from AI assistance at any point without penalty
- Preference controls: The user can adjust AI behaviour, scope, and autonomy levels
Consent Patterns
- Progressive consent: Ask for permission incrementally as new capabilities are needed, not all at once
- Contextual consent: Ask at the moment the action is about to happen, not in advance
- Granular consent: Let users consent to specific actions or data uses, not blanket permissions
- Revocable consent: Users can withdraw consent and have that withdrawal take effect
Agency Anti-Patterns
- Dark patterns: Making it hard to opt out or override the AI
- Consent fatigue: Asking for permission so often that users click through without reading
- Learned helplessness: AI does so much that users forget how to do things themselves
- Invisible actions: The AI takes actions the user doesn't know about
- Irreversible defaults: AI actions that can't be undone without user awareness
Design Artefacts
- Consent flow diagrams per feature
- Agency checkpoint specifications
- Override mechanism inventory
- Data use transparency matrix
- Opt-out path designs
© Owl-Listener, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/ai-alignment-reasoning/consent-and-agency of Owl-Listener/ai-design-skills.
Open the folder on GitHubat commit f41b650
Compare with similar skills
Consent And Agency next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Consent And Agency this skillOwl-Listener/ai-design-skills | 185 | — | ~598 | Automated safety check: Pass | MIT | |
| Esmfold2JimLiu/science-skills | 228 | 4 repos | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| Anomalib Adding A Modelopen-edge-platform/anomalib | 6.2k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| ObliteratusRedWoodOG/Hermes-Desktop | 177 | 5 repos | ~3.8k | Automated safety check: Pass | MIT | |
| Sae Feature Annotationssoftnanolab/bagel | 148 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Sparse Autoencoder Training with SAELensOrchestra-Research/AI-Research-SKILLs | 13k | 5 repos | ~3.2k | Automated safety check: Pass | MIT |
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Anomalib Adding A Model
open-edge-platform/anomalib
Adds a new anomaly-detection model to anomalib under src/anomalib/models/.
Obliteratus
RedWoodOG/Hermes-Desktop
Remove refusal behaviors from open-weight LLMs using OBLITERATUS — mechanistic interpretability techniques (diff-in-means, SVD, whitened SVD, LEACE, SAE decomposition, etc.) to excise guardrails…
Sae Feature Annotations
softnanolab/bagel
Look up what a Biohub ESM-C sparse-autoencoder (SAE) feature means — its label, description, top-activating proteins, decoder neighbours, and activation statistics — by querying the Biohub…
Sparse Autoencoder Training with SAELens
Orchestra-Research/AI-Research-SKILLs
Guides training and analyzing sparse autoencoders with SAELens to break neural network activations into interpretable features, including superposition and monosemanticity studies.
TransformerLens Interpretability
Orchestra-Research/AI-Research-SKILLs
Guides mechanistic interpretability work with TransformerLens: loading models, caching activations, using HookPoints, activation patching and attention-pattern analysis.
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Questions about Consent And Agency
What does Consent And Agency do?
Designing for informed user consent, opt-out, and human override. Consent And Agency is an agent skill from Owl-Listener/ai-design-skills. Designing for informed user consent, opt-out, and human override.
When should I use Consent And Agency?
Consent And Agency fits situations like: tasks that involve AI interpretability.
How do I install Consent And Agency in Claude Code?
Run `npx skills add Owl-Listener/ai-design-skills --skill consent-and-agency -a claude-code`. Or copy the skill folder (skills/ai-alignment-reasoning/consent-and-agency in Owl-Listener/ai-design-skills) into .claude/skills/consent-and-agency in your project. Claude Code loads it when a task matches its description.
How do I install Consent And Agency in Codex?
Run `npx skills add Owl-Listener/ai-design-skills --skill consent-and-agency -a codex`. Or copy the skill folder (skills/ai-alignment-reasoning/consent-and-agency in Owl-Listener/ai-design-skills) into .agents/skills/consent-and-agency in your project. Codex loads it when a task matches its description.
Can I use Consent And Agency in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Owl-Listener/ai-design-skills --skill consent-and-agency -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/consent-and-agency, .gemini/skills/consent-and-agency, .github/skills/consent-and-agency and .opencode/skills/consent-and-agency in your project.
What does Consent And Agency need to run?
SKILL.md names no scripts, command-line tools or credentials: Consent And Agency is instructions for the agent only.
Does Consent And Agency access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Consent And Agency safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Consent And Agency use?
Consent And Agency is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Consent And Agency use?
About 598 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Consent And Agency?
Skills that share tags, products or a category with Consent And Agency: Esmfold2 (JimLiu/science-skills, 228 stars), Anomalib Adding A Model (open-edge-platform/anomalib, 6.2k stars), Obliteratus (RedWoodOG/Hermes-Desktop, 177 stars) and Sae Feature Annotations (softnanolab/bagel, 148 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Consent And Agency?
Owl-Listener (a GitHub user) maintains it in Owl-Listener/ai-design-skills, which has 185 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on June 9, 2026.
Source: Owl-Listener/ai-design-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.