Agent skill

Ash Framework

Use this skill working with Ash Framework or any of its extensions.

MITAuto-check passedAI & LLM Engineering

Install Ash Framework

skills CLI

$ npx skills add podlove/radiator --skill ash-framework -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install podlove/radiator ash-framework --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/podlove/radiator.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/ash-framework .claude/skills/ash-framework && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "ash-framework" agent skill from https://github.com/podlove/radiator/tree/main/.claude/skills/ash-framework into .claude/skills/ash-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ash-framework", 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

$skill-installer install https://github.com/podlove/radiator/tree/main/.claude/skills/ash-framework

Type 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.

skills CLI

$ npx skills add podlove/radiator --skill ash-framework -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install podlove/radiator ash-framework --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/podlove/radiator.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/ash-framework .agents/skills/ash-framework && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "ash-framework" agent skill from https://github.com/podlove/radiator/tree/main/.claude/skills/ash-framework into .agents/skills/ash-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ash-framework", 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.

skills CLI

$ npx skills add podlove/radiator --skill ash-framework -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install podlove/radiator ash-framework --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/podlove/radiator.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/ash-framework .cursor/skills/ash-framework && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "ash-framework" agent skill from https://github.com/podlove/radiator/tree/main/.claude/skills/ash-framework into .cursor/skills/ash-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ash-framework", 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

$ gemini skills install https://github.com/podlove/radiator.git --path .claude/skills/ash-framework

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add podlove/radiator --skill ash-framework -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install podlove/radiator ash-framework --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/podlove/radiator.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/ash-framework .gemini/skills/ash-framework && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "ash-framework" agent skill from https://github.com/podlove/radiator/tree/main/.claude/skills/ash-framework into .gemini/skills/ash-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ash-framework", 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.

GitHub CLI

$ gh skill install podlove/radiator ash-framework

Installs 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).

skills CLI

$ npx skills add podlove/radiator --skill ash-framework -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/podlove/radiator.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/ash-framework .github/skills/ash-framework && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "ash-framework" agent skill from https://github.com/podlove/radiator/tree/main/.claude/skills/ash-framework into .github/skills/ash-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ash-framework", 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.

skills CLI

$ npx skills add podlove/radiator --skill ash-framework -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install podlove/radiator ash-framework --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/podlove/radiator.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/ash-framework .opencode/skills/ash-framework && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "ash-framework" agent skill from https://github.com/podlove/radiator/tree/main/.claude/skills/ash-framework into .opencode/skills/ash-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ash-framework", 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: ash-framework
GitHub stars: 136
Token cost: ~2.1k tokens
SKILL.md length: 633 words
Files: 46 (incl. references)
Skills in repo: 2
Repo updated: Sep 24, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Use this skill working with Ash Framework or any of its extensions.

Tasks that involve LLM observability
SKILL.md covers Additional References, Searching Documentation and Available Mix Tasks
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ash Framework is an agent skill from podlove/radiator. Use this skill working with Ash Framework or any of its extensions. Always consult this when making any domain changes, features or fixes.

Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 48 other files, including reference files (for example `references/ash/actions.md`, `references/ash/aggregates.md` and `references/ash/ash.md`).

It sits in AI & LLM Engineering, covering LLM observability. It works with PostgreSQL and Elixir. The repository describes itself as: Podcast Hosting & Publishing | The spark ✨ that lights the fire 🔥. The licence is MIT.

When your agent uses it

Tasks that involve LLM observability

Example prompts

“/ash-framework”

What it can do on your machine

Read from SKILL.md and the folder at commit 1da64dd. 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 (its code samples are bash).
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

Ash Framework loads about 2.1k tokens when it runs, and up to ~19k if it reads all its reference files. Until then it costs about 38 tokens; SKILL.md has 633 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~38
When it runs · the whole SKILL.md, loaded when a task matches: ~2.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~19k

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 podlove/radiator at commit 1da64dd, republished under its MIT licence (© podlove). 633 words, ~2,115 tokens.

Download SKILL.mdSave it as .claude/skills/ash-framework/SKILL.md (or your agent's skills folder). This skill also uses 45 other files; get the full folder from GitHub.

name: ash-framework
description: Use this skill working with Ash Framework or any of its extensions. Always consult this when making any domain changes, features or fixes.
metadata.managed-by: usage-rules

<!-- usage-rules-skill-start -->

Additional References

ash

ash_credo

ash_credo

ash_oban

ash_phoenix

ash_postgres

Searching Documentation

mix usage_rules.search_docs "search term" -p ash -p ash_admin -p ash_authentication_phoenix -p ash_credo -p ash_oban -p ash_phoenix -p ash_postgres -p ash_state_machine

Available Mix Tasks

mix ash - Prints Ash help information
mix ash.codegen - Runs all codegen tasks for any extension on any resource/domain in your application.
mix ash.extend - Adds an extension or extensions to the given domain/resource
mix ash.gen.base_resource - Generates a base resource. This is a module that you can use instead of Ash.Resource, for consistency.
mix ash.gen.change - Generates a custom change module.
mix ash.gen.custom_expression - Generates a custom expression module.
mix ash.gen.domain - Generates an Ash.Domain
mix ash.gen.enum - Generates an Ash.Type.Enum
mix ash.gen.gettext - Copies Ash's .pot file for error message translation
mix ash.gen.preparation - Generates a custom preparation module.
mix ash.gen.resource - Generate and configure an Ash.Resource.
mix ash.gen.validation - Generates a custom validation module.
mix ash.generate_livebook - Generates a Livebook for each Ash domain
mix ash.generate_policy_charts - Generates a Mermaid Flow Chart for a given resource's policies.
mix ash.generate_resource_diagrams - Generates Mermaid Resource Diagrams for each Ash domain
mix ash.gettext.extract - Extracts Ash error messages into a .pot file
mix ash.install - Installs Ash into a project. Should be called with mix igniter.install ash
mix ash.manifest.dump - Dump the Ash app manifest as JSON
mix ash.migrate - Runs all migration tasks for any extension on any resource/domain in your application.
mix ash.patch.extend - Adds an extension or extensions to the given domain/resource
mix ash.reset - Runs all tear down & setup tasks for any extension on any resource/domain in your application.
mix ash.rollback - Runs all rollback tasks for any extension on any resource/domain in your application.
mix ash.set.domains - Dynamically discovers and updates Ash domains in config.exs
mix ash.setup - Runs all setup tasks for any extension on any resource/domain in your application.
mix ash.tear_down - Runs all tear_down tasks for any extension on any resource/domain in your application.
mix ash_admin.install - Installs AshAdmin
mix ash_admin.install.docs
mix ash_authentication.phoenix.routes - Prints all routes generated by AshAuthentication Phoenix
mix ash_authentication_phoenix.add_add_on.confirmation - Adds Phoenix integration for the email confirmation add-on
mix ash_authentication_phoenix.add_strategy - Adds a strategy to your user resource with Phoenix integration
mix ash_authentication_phoenix.add_strategy.magic_link - Adds Phoenix integration for the magic link authentication strategy
mix ash_authentication_phoenix.add_strategy.otp - Adds Phoenix integration for the OTP authentication strategy
mix ash_authentication_phoenix.add_strategy.password - Adds Phoenix integration for the password authentication strategy
mix ash_authentication_phoenix.add_strategy.recovery_code - Adds Phoenix integration for the recovery code authentication strategy
mix ash_authentication_phoenix.add_strategy.totp - Adds Phoenix integration for the TOTP authentication strategy
mix ash_authentication_phoenix.add_strategy.webauthn - Adds Phoenix integration for the WebAuthn authentication strategy
mix ash_authentication_phoenix.install - Installs AshAuthenticationPhoenix. Invoke with mix igniter.install ash_authentication_phoenix
mix ash_authentication_phoenix.setup - Ensures Phoenix authentication infrastructure (routes, controller, sign-in page) exists
mix ash_authentication_phoenix.upgrade
mix ash_credo.install - Installs AshCredo and configures .credo.exs
mix ash_oban.install - Installs AshOban and Oban
mix ash_oban.install.docs
mix ash_oban.set_default_module_names - Set module names to their default values for triggers and scheduled actions
mix ash_oban.set_default_module_names.docs
mix ash_oban.upgrade
mix ash_phoenix.gen.html - Generates a controller and HTML views for an existing Ash resource.
mix ash_phoenix.gen.live - Generates liveviews for a given domain and resource.
mix ash_phoenix.install - Installs AshPhoenix into a project. Should be called with mix igniter.install ash_phoenix
mix ash_postgres.create - Creates the repository storage
mix ash_postgres.drop - Drops the repository storage for the repos in the specified (or configured) domains
mix ash_postgres.gen.resources - Generates resources based on a database schema
mix ash_postgres.generate_migrations - Generates migrations, and stores a snapshot of your resources
mix ash_postgres.install - Installs AshPostgres. Should be run with mix igniter.install ash_postgres
mix ash_postgres.migrate - Runs the repository migrations for all repositories in the provided (or configured) domains
mix ash_postgres.rollback - Rolls back the repository migrations for all repositories in the provided (or configured) domains
mix ash_postgres.setup_vector - Sets up pgvector for AshPostgres
mix ash_postgres.setup_vector.docs
mix ash_postgres.squash_snapshots - Cleans snapshots folder, leaving only one snapshot per resource
mix ash_state_machine.generate_flow_charts - Generates Mermaid Flow Charts for each resource using AshStateMachine
mix ash_state_machine.install - Installs AshStateMachine
mix ash_state_machine.install.docs

Show full SKILL.md (1 more words)Show less

<!-- usage-rules-skill-end -->

Files

SKILL.md and 45 other files (references) in .claude/skills/ash-framework of podlove/radiator.

SKILL.md
references/ash/actions.md
references/ash/aggregates.md
references/ash/ash.md
references/ash/authorization.md
references/ash/calculations.md
references/ash/code_interfaces.md
references/ash/code_structure.md
references/ash/data_layers.md
references/ash/exist_expressions.md
references/ash/generating_code.md
references/ash/migrations.md
references/ash/query_filter.md
references/ash/querying_data.md
references/ash/relationships.md
references/ash/testing.md
references/ash_credo/ash_credo.md
references/ash_oban
… and 28 more

Open the folder on GitHubat commit 1da64dd

Compare with similar skills

Ash Framework 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.

Ash Framework compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Ash Framework this skillpodlove/radiator	136	—	~2.1k	Automated safety check: Pass	MIT	13 days ago
Sentry Elixir SDKgetsentry/sentry-for-ai	268	—	~3.5k	Automated safety check: Pass	Apache-2.0	today
Phoenix LLM ObservabilityOrchestra-Research/AI-Research-SKILLs	13k	2 repos	~2.9k	Automated safety check: Pass	MIT	3 mo ago
Elixir Expertpass-agent/loomkin	181	1 repos	~796	Automated safety check: Pass	MIT	4 mo ago
Elixir Prodavila7/claude-code-templates	32k	7 repos	~486	Automated safety check: Pass	MIT	today
Phx Deps Updateoliver-kriska/claude-elixir-phoenix	564	—	~1.3k	Automated safety check: Pass	MIT	2 days ago

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Questions about Ash Framework

What does Ash Framework do?

Use this skill working with Ash Framework or any of its extensions. Ash Framework is an agent skill from podlove/radiator. Use this skill working with Ash Framework or any of its extensions.

When should I use Ash Framework?

Ash Framework fits situations like: tasks that involve LLM observability.

How do I install Ash Framework in Claude Code?

Run `npx skills add podlove/radiator --skill ash-framework -a claude-code`. Or copy the skill folder (.claude/skills/ash-framework in podlove/radiator) into .claude/skills/ash-framework in your project. Claude Code loads it when a task matches its description.

How do I install Ash Framework in Codex?

Run `npx skills add podlove/radiator --skill ash-framework -a codex`. Or copy the skill folder (.claude/skills/ash-framework in podlove/radiator) into .agents/skills/ash-framework in your project. Codex loads it when a task matches its description.

Can I use Ash Framework 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 podlove/radiator --skill ash-framework -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ash-framework, .gemini/skills/ash-framework, .github/skills/ash-framework and .opencode/skills/ash-framework in your project.

What does Ash Framework need to run?

SKILL.md names no scripts, command-line tools or credentials: Ash Framework is instructions for the agent only.

Does Ash Framework 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 Ash Framework 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 Ash Framework use?

Ash Framework 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 Ash Framework use?

About 2.1k tokens (SKILL.md is roughly 8.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 17k tokens, read only when the agent opens those files.

What are the alternatives to Ash Framework?

Skills that share tags, products or a category with Ash Framework: Sentry Elixir SDK (getsentry/sentry-for-ai, 268 stars), Phoenix LLM Observability (Orchestra-Research/AI-Research-SKILLs, 13k stars), Elixir Expert (pass-agent/loomkin, 181 stars) and Elixir Pro (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ash Framework?

podlove (a GitHub organization) maintains it in podlove/radiator, which has 136 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 24, 2026.

Source: podlove/radiator on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Ash Framework

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Additional References

ash

ash_credo

ash_oban

ash_phoenix

ash_postgres

Searching Documentation

Available Mix Tasks

Files

Compare with similar skills

Similar skills

Sentry Elixir SDK

Phoenix LLM Observability

Elixir Expert

Elixir Pro

Phx Deps Update

Phx Recall

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Questions about Ash Framework