Agent skill

Af Ship Orch

by AppsFlyerSDK in AppsFlyerSDK/appsflyer-flutter-plugin

Workflow entry point orchestrator for /af-ship, /af-ship-from-prd, and /af-ship-from-tech-design.

MITAuto-check passedProduct & Project Management

Install Af Ship Orch

skills CLI

$ npx skills add AppsFlyerSDK/appsflyer-flutter-plugin --skill af-ship-orch -a claude-code

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

GitHub CLI

$ gh skill install AppsFlyerSDK/appsflyer-flutter-plugin af-ship-orch --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/AppsFlyerSDK/appsflyer-flutter-plugin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/af-ship-orch .claude/skills/af-ship-orch && 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 "af-ship-orch" agent skill from https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin/tree/master/.claude/skills/af-ship-orch into .claude/skills/af-ship-orch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "af-ship-orch", 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/AppsFlyerSDK/appsflyer-flutter-plugin/tree/master/.claude/skills/af-ship-orch

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 AppsFlyerSDK/appsflyer-flutter-plugin --skill af-ship-orch -a codex

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

GitHub CLI

$ gh skill install AppsFlyerSDK/appsflyer-flutter-plugin af-ship-orch --agent codex

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

Manual copy

$ git clone --depth 1 https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/af-ship-orch .agents/skills/af-ship-orch && 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 "af-ship-orch" agent skill from https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin/tree/master/.claude/skills/af-ship-orch into .agents/skills/af-ship-orch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "af-ship-orch", 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 AppsFlyerSDK/appsflyer-flutter-plugin --skill af-ship-orch -a cursor

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

GitHub CLI

$ gh skill install AppsFlyerSDK/appsflyer-flutter-plugin af-ship-orch --agent cursor

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

Manual copy

$ git clone --depth 1 https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/af-ship-orch .cursor/skills/af-ship-orch && 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 "af-ship-orch" agent skill from https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin/tree/master/.claude/skills/af-ship-orch into .cursor/skills/af-ship-orch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "af-ship-orch", 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/AppsFlyerSDK/appsflyer-flutter-plugin.git --path .claude/skills/af-ship-orch

--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 AppsFlyerSDK/appsflyer-flutter-plugin --skill af-ship-orch -a gemini-cli

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

GitHub CLI

$ gh skill install AppsFlyerSDK/appsflyer-flutter-plugin af-ship-orch --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/AppsFlyerSDK/appsflyer-flutter-plugin.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/af-ship-orch .gemini/skills/af-ship-orch && 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 "af-ship-orch" agent skill from https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin/tree/master/.claude/skills/af-ship-orch into .gemini/skills/af-ship-orch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "af-ship-orch", 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 AppsFlyerSDK/appsflyer-flutter-plugin af-ship-orch

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 AppsFlyerSDK/appsflyer-flutter-plugin --skill af-ship-orch -a github-copilot

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

Manual copy

$ git clone --depth 1 https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/af-ship-orch .github/skills/af-ship-orch && 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 "af-ship-orch" agent skill from https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin/tree/master/.claude/skills/af-ship-orch into .github/skills/af-ship-orch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "af-ship-orch", 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 AppsFlyerSDK/appsflyer-flutter-plugin --skill af-ship-orch -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 AppsFlyerSDK/appsflyer-flutter-plugin af-ship-orch --agent opencode

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

Manual copy

$ git clone --depth 1 https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/af-ship-orch .opencode/skills/af-ship-orch && 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 "af-ship-orch" agent skill from https://github.com/AppsFlyerSDK/appsflyer-flutter-plugin/tree/master/.claude/skills/af-ship-orch into .opencode/skills/af-ship-orch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "af-ship-orch", 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: af-ship-orch
GitHub stars: 187
Token cost: ~1.7k tokens
SKILL.md length: 654 words
Files: 1
Skills in repo: 6
Repo updated: Sep 15, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Workflow entry point orchestrator for /af-ship, /af-ship-from-prd, and /af-ship-from-tech-design.

Tasks that involve PRD writing
SKILL.md covers Mode: New Feature, Mode: PRD-Given, Mode: Tech-Design-Given and ⚡ Auto-Invocation Rules —…, plus 1 more section
Reaches notion.so

What it does

Af Ship Orch is an agent skill from AppsFlyerSDK/appsflyer-flutter-plugin. Workflow entry point orchestrator for /af-ship, /af-ship-from-prd, and /af-ship-from-tech-design. Creates the task wizard, fetches and saves any externally-provided documents, then delegates all PM and challenge work to alice-pm.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Product & Project Management, covering PRD writing. It works with Notion. The repository describes itself as: Flutter Plugin for AppsFlyer SDK. The licence is MIT.

When your agent uses it

Tasks that involve PRD writing

Example prompts

“/af-ship-orch”

What it can do on your machine

Read from SKILL.md and the folder at commit 3251787. 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
Hosts in commands or code, which the agent is likely to contact:
- notion.so
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

Af Ship Orch loads about 1.7k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 654 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~61
When it runs · the whole SKILL.md, loaded when a task matches: ~1.7k

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 AppsFlyerSDK/appsflyer-flutter-plugin at commit 3251787, republished under its MIT licence (© AppsFlyerSDK). 654 words, ~1,684 tokens.

Download SKILL.mdSave it as .claude/skills/af-ship-orch/SKILL.md (or your agent's skills folder).

name: af-ship-orch
description: Workflow entry point orchestrator for /af-ship, /af-ship-from-prd, and /af-ship-from-tech-design. Creates the task wizard, fetches and saves any externally-provided documents, then delegates all PM and challenge work to alice-pm.

af-ship Orchestrator

Handles workflow entry. Creates tasks, fetches documents, then calls alice-pm.

Mode: New Feature

Trigger: /af-ship <description>.

Step 0 — Create workflow tasks

Call TaskCreate for each step in order:

Subject	activeForm
Write PRD	Writing PRD
User reviews PRD	Waiting for PRD approval
Research — Bob / Erin	Researching
Dave writes tech design	Writing tech design
User reviews tech design	Waiting for tech design approval
Dave implements	Implementing
Dave writes feature doc	Writing feature doc

Immediately mark "Write PRD" as in_progress.

Step 1 — Hand off to Alice

Call Skill('alice-pm'). Alice will write the PRD, challenge Bob/Erin/Dave, and close each loop.

Mode: PRD-Given

Trigger: /af-ship-from-prd <url-or-path> or /af-ship --prd <url-or-path>.

Step 0 — Create workflow tasks

Call TaskCreate for each step in order:

Subject	activeForm
Fetch and validate PRD	Fetching PRD
Challenge PRD	Challenging PRD
Research — Bob / Erin	Researching
Dave writes tech design	Writing tech design
User reviews tech design	Waiting for tech design approval
Dave implements	Implementing
Dave writes feature doc	Writing feature doc

Immediately mark "Fetch and validate PRD" as in_progress.

Step 1 — Validate the argument

Starts with http → Notion URL
Ends with .md or contains / → local file path
Otherwise → stop and ask: "Please provide a Notion URL or a path to a local .md file (e.g. https://notion.so/team/my-prd or internal-docs/prds/my-feature.md)."

Step 2 — Fetch or read

Notion URL: use the notion-fetch MCP tool.
Local file: read the file directly.

Step 3 — Save a local copy

Save to internal-docs/prds/<slug>.md.

Derive <slug> from the document title (kebab-case, e.g. dark-mode-settings).
If the file is already at internal-docs/prds/, use it in place.
If no title is detectable, ask: "What slug should I use for this PRD? (e.g. dark-mode-settings)"

Mark "Fetch and validate PRD" as completed, "Challenge PRD" as in_progress.

Step 4 — Hand off to Alice

Call Skill('alice-pm') in PRD-Given mode, passing the saved path. Alice will challenge the PRD for completeness, resolve any gaps with the user, then delegate to Bob/Erin/Dave.

Show full SKILL.md (340 more words)Show less

Mode: Tech-Design-Given

Trigger: /af-ship-from-tech-design <url-or-path> or /af-ship --tech-design <url-or-path>.

Step 0 — Create workflow tasks

Call TaskCreate for each step in order:

Subject	activeForm
Fetch and validate tech design	Fetching tech design
Challenge tech design	Challenging tech design
User reviews tech design	Waiting for tech design approval
Dave implements	Implementing
Dave writes feature doc	Writing feature doc

Immediately mark "Fetch and validate tech design" as in_progress.

Step 1 — Validate the argument

Starts with http → Notion URL
Ends with .md or contains / → local file path
Otherwise → stop and ask: "Please provide a Notion URL or a path to a local .md file (e.g. https://notion.so/team/my-design or internal-docs/tech-designs/my-feature.md)."

Step 2 — Fetch or read

Notion URL: use the notion-fetch MCP tool.
Local file: read the file directly.

Step 3 — Save a local copy

Save to internal-docs/tech-designs/<slug>.md.

Derive <slug> from the document title (kebab-case).
If the file is already at internal-docs/tech-designs/, use it in place.
If no title is detectable, ask: "What slug should I use for this tech design? (e.g. dark-mode-settings)"

Mark "Fetch and validate tech design" as completed, "Challenge tech design" as in_progress.

Step 4 — Hand off to Alice

Call Skill('alice-pm') in Tech-Design-Given mode, passing the saved path. Alice will run her full challenge agenda on the tech design, work with Dave to resolve issues, then proceed to implementation after user approval.

⚡ Auto-Invocation Rules — BLOCKING REQUIREMENTS FOR CLAUDE

When /af-ship command is run: BLOCKING REQUIREMENT: Call the Skill tool with af-ship-orch BEFORE any other response. Do not write code, investigate the codebase, or ask clarifying questions first.

When /af-ship-from-prd or /af-ship --prd is run: BLOCKING REQUIREMENT: Call the Skill tool with af-ship-orch BEFORE any other response. Do not fetch, read, or analyze the PRD before invoking the orchestrator.

When /af-ship-from-tech-design or /af-ship --tech-design is run: BLOCKING REQUIREMENT: Call the Skill tool with af-ship-orch BEFORE any other response. Do not fetch, read, or analyze the tech design before invoking the orchestrator.

Loop Mechanics

/af-ship <description>
  → af-ship-orch creates tasks → calls alice-pm
  → Alice writes PRD → saves to internal-docs/prds/<slug>.md → asks user to review
  → User approves PRD
  → Alice invokes Bob and/or Erin if needed
  → Bob/Erin produce findings → Alice challenges (max 2 iterations)
  → Alice updates PRD if scope changed
  → Alice invokes Dave
  → Dave writes tech design → saves to internal-docs/tech-designs/<slug>.md
  → Alice challenges tech design (max 2 iterations)
  → Alice: "Satisfied — Dave, this is ready." (on tech design)
  → Dave asks user to review tech design
  → User approves tech design
  → Dave implements + writes unit tests
  → Alice challenges implementation (max 2 iterations)
  → Alice: "Satisfied — Dave, this is ready." (on implementation)
  → Dave writes F-NNN feature doc → saves to internal-docs/features/
  → Alice challenges feature doc (max 2 iterations)
  → Alice: "Satisfied — Dave, this is ready." (on feature doc)
  → If unresolved after 2 iterations → Alice escalates to user

/af-ship-from-prd <url-or-path>
  → af-ship-orch fetches/saves PRD → calls alice-pm (PRD-Given mode)
  → Alice challenges PRD → delegates to Bob/Erin/Dave → standard flow

/af-ship-from-tech-design <url-or-path>
  → af-ship-orch fetches/saves tech design → calls alice-pm (Tech-Design-Given mode)
  → Alice challenges tech design → Dave addresses → user approves → standard flow from implementation

The loop closes only when Alice explicitly writes:

"Satisfied — [Bob/Dave], this is ready."

Anything short of that phrase keeps the loop open.

Files

Just SKILL.md in .claude/skills/af-ship-orch of AppsFlyerSDK/appsflyer-flutter-plugin.

Open the folder on GitHubat commit 3251787

Compare with similar skills

Af Ship Orch 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.

Af Ship Orch compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Af Ship Orch this skillAppsFlyerSDK/appsflyer-flutter-plugin	187	—	~1.7k	Automated safety check: Pass	MIT	24 days ago
Notion Pmborghei/Claude-Skills	886	—	~1.7k	Automated safety check: Pass	MIT	2 days ago
Notion Spec To ImplementationJetBrains/skills	366	5 repos	~904	Automated safety check: Pass	MIT	3 mo ago
CCPM Project Managementautomazeio/ccpm	8.4k	—	~1.1k	Automated safety check: Pass	MIT	6 mo ago
Ralph Tui Create Beadssubsy/ralph-tui	2.5k	1 repos	~2.6k	Automated safety check: Pass	MIT	1 mo ago
Trellis Brainstormanjiemo/SunnyBeach	178	7 repos	~4k	Automated safety check: Pass	Apache-2.0	28 days ago

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Works with

Notion

Questions about Af Ship Orch

What does Af Ship Orch do?

Workflow entry point orchestrator for /af-ship, /af-ship-from-prd, and /af-ship-from-tech-design. Af Ship Orch is an agent skill from AppsFlyerSDK/appsflyer-flutter-plugin. Workflow entry point orchestrator for /af-ship, /af-ship-from-prd, and /af-ship-from-tech-design.

When should I use Af Ship Orch?

Af Ship Orch fits situations like: tasks that involve PRD writing.

How do I install Af Ship Orch in Claude Code?

Run `npx skills add AppsFlyerSDK/appsflyer-flutter-plugin --skill af-ship-orch -a claude-code`. Or copy the skill folder (.claude/skills/af-ship-orch in AppsFlyerSDK/appsflyer-flutter-plugin) into .claude/skills/af-ship-orch in your project. Claude Code loads it when a task matches its description.

How do I install Af Ship Orch in Codex?

Run `npx skills add AppsFlyerSDK/appsflyer-flutter-plugin --skill af-ship-orch -a codex`. Or copy the skill folder (.claude/skills/af-ship-orch in AppsFlyerSDK/appsflyer-flutter-plugin) into .agents/skills/af-ship-orch in your project. Codex loads it when a task matches its description.

Can I use Af Ship Orch 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 AppsFlyerSDK/appsflyer-flutter-plugin --skill af-ship-orch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/af-ship-orch, .gemini/skills/af-ship-orch, .github/skills/af-ship-orch and .opencode/skills/af-ship-orch in your project.

What does Af Ship Orch need to run?

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

Does Af Ship Orch access the network?

SKILL.md names 1 domain. In commands or code: notion.so; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Af Ship Orch 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 Af Ship Orch use?

Af Ship Orch 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 Af Ship Orch use?

About 1.7k tokens (SKILL.md is roughly 6.7k 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 Af Ship Orch?

Skills that share tags, products or a category with Af Ship Orch: Notion Pm (borghei/Claude-Skills, 886 stars), Notion Spec To Implementation (JetBrains/skills, 366 stars), CCPM Project Management (automazeio/ccpm, 8.4k stars) and Ralph Tui Create Beads (subsy/ralph-tui, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Af Ship Orch?

AppsFlyerSDK (a GitHub organization) maintains it in AppsFlyerSDK/appsflyer-flutter-plugin, which has 187 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on September 15, 2026.

Source: AppsFlyerSDK/appsflyer-flutter-plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Af Ship Orch

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

af-ship Orchestrator

Mode: New Feature

Mode: PRD-Given

Mode: Tech-Design-Given

⚡ Auto-Invocation Rules — BLOCKING REQUIREMENTS FOR CLAUDE

Loop Mechanics

Files

Compare with similar skills

Similar skills

More from AppsFlyerSDK/appsflyer-flutter-plugin

Related

Questions about Af Ship Orch