Finishing a Development Branch
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
Swamp CLI — create and run models, build and validate workflows, query and manage data, store and retrieve vault secrets, develop and publish extensions, initialize repos, run reports, file issues…
Install Swamp
$ npx skills add swamp-club/swamp --skill swamp -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install swamp-club/swamp swamp --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/swamp-club/swamp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/swamp .claude/skills/swamp && 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 "swamp" agent skill from https://github.com/swamp-club/swamp/tree/main/.claude/skills/swamp into .claude/skills/swamp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swamp", 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/swamp-club/swamp/tree/main/.claude/skills/swampType 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 swamp-club/swamp --skill swamp -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install swamp-club/swamp swamp --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swamp-club/swamp.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/swamp .agents/skills/swamp && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "swamp" agent skill from https://github.com/swamp-club/swamp/tree/main/.claude/skills/swamp into .agents/skills/swamp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swamp", 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 swamp-club/swamp --skill swamp -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install swamp-club/swamp swamp --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swamp-club/swamp.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/swamp .cursor/skills/swamp && 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 "swamp" agent skill from https://github.com/swamp-club/swamp/tree/main/.claude/skills/swamp into .cursor/skills/swamp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swamp", 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/swamp-club/swamp.git --path .claude/skills/swamp--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 swamp-club/swamp --skill swamp -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install swamp-club/swamp swamp --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swamp-club/swamp.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/swamp .gemini/skills/swamp && 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 "swamp" agent skill from https://github.com/swamp-club/swamp/tree/main/.claude/skills/swamp into .gemini/skills/swamp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swamp", 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 swamp-club/swamp swampInstalls 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 swamp-club/swamp --skill swamp -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/swamp-club/swamp.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/swamp .github/skills/swamp && 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 "swamp" agent skill from https://github.com/swamp-club/swamp/tree/main/.claude/skills/swamp into .github/skills/swamp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swamp", 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 swamp-club/swamp --skill swamp -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install swamp-club/swamp swamp --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swamp-club/swamp.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/swamp .opencode/skills/swamp && 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 "swamp" agent skill from https://github.com/swamp-club/swamp/tree/main/.claude/skills/swamp into .opencode/skills/swamp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swamp", 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
swamp- GitHub stars
- 646
- Token cost
- ~1.9k tokens
- SKILL.md length
- 471 words
- Files
- 130 (incl. references)
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Swamp CLI — create and run models, build and validate workflows, query and manage data, store and retrieve vault secrets, develop and publish extensions, initialize repos, run reports, file issues…
- Works in 6 steps: Route — match intent to a guide in the… → Load — read the guide; load its… → Validate — before running any workflow:… → …
- Swamp commands (swamp model
- SKILL.md covers Core Concepts, Routing Table, Common Commands and Workflow, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Swamp is an agent skill from swamp-club/swamp. Swamp CLI — create and run models, build and validate workflows, query and manage data, store and retrieve vault secrets, develop and publish extensions, initialize repos, run reports, file issues, and troubleshoot errors. Triggers on swamp commands (swamp model, swamp workflow, swamp vault, swamp data), extension development, repo setup, or diagnostic questions. Do NOT use for getting started / onboarding (use swamp-getting-started), pull requests, git operations, worktree management, cron/agent scheduling, or…
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 135 other files, including reference files (for example `evals/guide_sufficiency_evals.json`, `evals/routing_evals.json` and `evals/trigger_evals.json`).
It sits in Development, covering Browser extensions, Secrets management and Scheduled and recurring tasks. It works with Git. The repository describes itself as: Stinemates, Watson, Adam, Mahir, Paul.
When your agent uses it
- Swamp commands (swamp model
- Extension development
- Diagnostic questions
- Getting started / onboarding (use swamp-getting-started)
Example prompts
- “/swamp”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Route — match intent to a guide in the routing table.
- Load — read the guide; load its reference.md if needed, deeper
- Validate — before running any workflow: swamp workflow validate .
- Verify args — run swamp help (e.g.
- Execute — run the command.
- On failure — load
What it can do on your machine
Read from SKILL.md and the folder at commit 1b5a295. 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
Swamp loads about 1.9k tokens when it runs, and up to ~238k if it reads all its reference files. Until then it costs about 141 tokens; SKILL.md has 471 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 471 words (~1,902 tokens).
- name
- swamp
Files
SKILL.md and 129 other files (references) in .claude/skills/swamp of swamp-club/swamp.
- SKILL.md
- evals/guide_sufficiency_evals.json
- evals/routing_evals.json
- evals/trigger_evals.json
- references/architecture/guide.md
- references/data/guide.md
- references/data/reference.md
- references/data/references/concepts.md
- references/data/references/data-ownership.md
- references/data/references/examples.md
- references/data/references/expressions.md
- references/data/references/fields.md
- references/data/references/output-shapes.md
- references/data/references/troubleshooting.md
- references/extension-publish/guide.md
- … and 115 more
Open the folder on GitHubat commit 1b5a295
Compare with similar skills
Swamp 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 |
|---|---|---|---|---|---|---|
| Swamp this skillswamp-club/swamp | 646 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Finishing a Development Branchobra/superpowers | 297k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Pre-Release PR Triagejamiepine/voicebox | 57k | — | ~3.1k | Automated safety check: Pass | MIT | |
| Cap Feature Building WorkflowCapSoftware/Cap | 23k | — | ~2.5k | Automated safety check: Warn | Custom licence | |
| Clean Complete Branchesjtenniswood/espcontrol | 1.1k | — | ~820 | Automated safety check: Pass | Custom licence | |
| BackportDependencyTrack/frontend | 172 | — | ~1.9k | Automated safety check: Notes | Apache-2.0 |
Similar skills
Pre-Release PR Triage
jamiepine/voicebox
Sorts a backlog of open pull requests into must-merge, candidate, superseded and deferred, writes a triage doc and works the merge loop before a release.
Cap Feature Building Workflow
CapSoftware/Cap
Builds a Cap feature in an isolated Git worktree with disposable dev resources, verification, a recorded demo and a neutral pull request, started with /building.
Clean Complete Branches
jtenniswood/espcontrol
Clean up completed Git branches and worktrees for this repository both locally and on GitHub.
Backport
DependencyTrack/frontend
Backports a merged pull request from main onto a patch-release branch, e.g.
- Official
Squad Git Branching Workflow
microsoft/waza
Dev-first branching model for the Squad project: feature work branches from dev, issue branches follow a naming rule and parallel issues use git worktrees.
More from swamp-club/swamp
Ddd
swamp-club/swamp
Domain Driven Design guidance for TypeScript/Deno codebases.
GitHub PR
swamp-club/swamp
Create and manage GitHub pull requests. An agent skill from swamp-club/swamp.
Swamp Getting Started
swamp-club/swamp
Interactive getting-started walkthrough for new swamp users.
Terminal Output
swamp-club/swamp
Terminal output design system for swamp CLI commands. An agent skill from swamp-club/swamp.
Issue Lifecycle
swamp-club/swamp
Drive the @swamp/issue-lifecycle model for interactive issue triage and plan iteration against swamp-club lab issues.
Jujutsu
swamp-club/swamp
Track changes, rebase modifications, resolve conflicts, and manage bookmarks with Jujutsu (jj).
Related
Works with
Categories
Questions about Swamp
What does Swamp do?
Swamp CLI — create and run models, build and validate workflows, query and manage data, store and retrieve vault secrets, develop and publish extensions, initialize repos, run reports, file issues…. Swamp is an agent skill from swamp-club/swamp. Swamp CLI — create and run models, build and validate workflows, query and manage data, store and retrieve vault secrets, develop and publish extensions, initialize repos, run reports, file issues, and troubleshoot errors.
When should I use Swamp?
Swamp fits situations like: swamp commands (swamp model; extension development; diagnostic questions; getting started / onboarding (use swamp-getting-started).
How do I install Swamp in Claude Code?
Run `npx skills add swamp-club/swamp --skill swamp -a claude-code`. Or copy the skill folder (.claude/skills/swamp in swamp-club/swamp) into .claude/skills/swamp in your project. Claude Code loads it when a task matches its description.
How do I install Swamp in Codex?
Run `npx skills add swamp-club/swamp --skill swamp -a codex`. Or copy the skill folder (.claude/skills/swamp in swamp-club/swamp) into .agents/skills/swamp in your project. Codex loads it when a task matches its description.
Can I use Swamp 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 swamp-club/swamp --skill swamp -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/swamp, .gemini/skills/swamp, .github/skills/swamp and .opencode/skills/swamp in your project.
What does Swamp need to run?
SKILL.md names no scripts, command-line tools or credentials: Swamp is instructions for the agent only.
Does Swamp 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 Swamp 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 Swamp use?
Swamp has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Swamp use?
About 1.9k tokens (SKILL.md is roughly 7.6k 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 236k tokens, read only when the agent opens those files.
What are the alternatives to Swamp?
Skills that share tags, products or a category with Swamp: Finishing a Development Branch (obra/superpowers, 297k stars), Pre-Release PR Triage (jamiepine/voicebox, 57k stars), Cap Feature Building Workflow (CapSoftware/Cap, 23k stars) and Clean Complete Branches (jtenniswood/espcontrol, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Swamp?
swamp-club (a GitHub organization) maintains it in swamp-club/swamp, which has 646 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 11, 2026.
Source: swamp-club/swamp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.