Code Review Graph Navigator
handsontable/handsontable
Queries a pre-built, Tree-sitter-based code graph of the whole monorepo instead of grepping call chains, for exploring, debugging, refactoring or reviewing code.
Codex adapter for complex implementation work using the canonical opencode-swarm implementation workflow.
Install Swarm Implement
$ npx skills add ZaxbyHub/opencode-swarm --skill swarm-implement -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm-implement --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/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/swarm-implement .claude/skills/swarm-implement && 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 "swarm-implement" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.agents/skills/swarm-implement into .claude/skills/swarm-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-implement", 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/ZaxbyHub/opencode-swarm/tree/main/.agents/skills/swarm-implementType 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 ZaxbyHub/opencode-swarm --skill swarm-implement -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm-implement --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/swarm-implement .agents/skills/swarm-implement && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "swarm-implement" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.agents/skills/swarm-implement into .agents/skills/swarm-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-implement", 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 ZaxbyHub/opencode-swarm --skill swarm-implement -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm-implement --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/swarm-implement .cursor/skills/swarm-implement && 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 "swarm-implement" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.agents/skills/swarm-implement into .cursor/skills/swarm-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-implement", 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/ZaxbyHub/opencode-swarm.git --path .agents/skills/swarm-implement--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 ZaxbyHub/opencode-swarm --skill swarm-implement -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm-implement --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/swarm-implement .gemini/skills/swarm-implement && 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 "swarm-implement" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.agents/skills/swarm-implement into .gemini/skills/swarm-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-implement", 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 ZaxbyHub/opencode-swarm swarm-implementInstalls 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 ZaxbyHub/opencode-swarm --skill swarm-implement -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/swarm-implement .github/skills/swarm-implement && 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 "swarm-implement" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.agents/skills/swarm-implement into .github/skills/swarm-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-implement", 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 ZaxbyHub/opencode-swarm --skill swarm-implement -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm-implement --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/swarm-implement .opencode/skills/swarm-implement && 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 "swarm-implement" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.agents/skills/swarm-implement into .opencode/skills/swarm-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-implement", 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
swarm-implement- GitHub stars
- 494
- Token cost
- ~316 tokens
- SKILL.md length
- 105 words
- Files
- 2
- Skills in repo
- 91
- Repo updated
- First seen
- Licence
- MIT
At a glance
Codex adapter for complex implementation work using the canonical opencode-swarm implementation workflow.
- Multi-file features
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Risky code changes
- Tasks that benefit from exploration
What it does
Swarm Implement is an agent skill from ZaxbyHub/opencode-swarm. Codex adapter for complex implementation work using the canonical opencode-swarm implementation workflow. Use for multi-file features, bug fixes, refactors, risky code changes, or tasks that benefit from exploration, scoped planning, implementation, review, and validation.
Its SKILL.md is about 320 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Development, covering Refactoring and Debugging. The repository describes itself as: Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SME consultation, code generation, and QA review. The licence is MIT.
When your agent uses it
- Multi-file features
- Risky code changes
- Tasks that benefit from exploration
- Scoped planning
Example prompts
- “/swarm-implement”
What it can do on your machine
Read from SKILL.md and the folder at commit b63a4bd. 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
Swarm Implement loads about 316 tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 105 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 ZaxbyHub/opencode-swarm at commit b63a4bd, republished under its MIT licence (© ZaxbyHub). 105 words, ~316 tokens.
Download SKILL.mdSave it as
.claude/skills/swarm-implement/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- swarm-implement
- description
- Codex adapter for complex implementation work using the canonical opencode-swarm implementation workflow. Use for multi-file features, bug fixes, refactors, risky code changes, or tasks that benefit from exploration, scoped planning, implementation, review, and validation.
- audience
- swarm-plugin
Swarm Implement
Read and follow ../../../.opencode/skills/swarm-implement/SKILL.md as the canonical workflow.
Codex-specific execution notes:
- Use
update_planfor substantial multi-step work. - Use the runtime's parallel-execution capability for independent repo reads and searches.
- Use
apply_patchfor manual edits. - Use focused shell validation after each meaningful change.
- Bring in narrower skills as needed:
$engineering-conventions,$writing-tests,$running-tests,$qa-sweep, or$issue-tracer. - Record reviewer and critic verdicts in durable task artifacts. For
issue-tracer work, use
08b-implementation-review.mdand09-final-critic.md; otherwise use a task-local review artifact that names verdicts, evidence reviewed, and responses to every blocker. - Do not invoke OpenCode
/swarmcommands from Codex unless the user explicitly asks to operate OpenCode Swarm itself.
© ZaxbyHub, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in .agents/skills/swarm-implement of ZaxbyHub/opencode-swarm.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit b63a4bd
Compare with similar skills
Swarm Implement 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 |
|---|---|---|---|---|---|---|
| Swarm Implement this skillZaxbyHub/opencode-swarm | 494 | — | ~316 | Automated safety check: Pass | MIT | |
| Code Review Graph Navigatorhandsontable/handsontable | 22k | — | ~939 | Automated safety check: Pass | Custom licence | |
| Csharp Refactoringmicrosoft/testfx | 1k | 2 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Analyze Projectlllllllama/RigorPilot-Skills | 497 | 1 repos | ~519 | Automated safety check: Pass | MIT | |
| Andrej Karpathy Skillduolahypercho/andrej-karpathy-skills | 249 | — | ~793 | Automated safety check: Pass | MIT | |
| Verdaccio Change Implementationverdaccio/verdaccio | 18k | — | ~1.3k | Automated safety check: Pass | MIT |
Similar skills
- Official
Csharp Refactoring
microsoft/testfx
Safely refactors C/.NET code without changing behavior. An agent skill from microsoft/testfx.
Analyze Project
lllllllama/RigorPilot-Skills
Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories.
Andrej Karpathy Skill
duolahypercho/andrej-karpathy-skills
Apply Andrej Karpathy-inspired coding-agent guidelines in Codex.
Verdaccio Change Implementation
verdaccio/verdaccio
A workflow for implementing a Verdaccio bug fix, feature or refactor: pick the release lines, check existing options, edit the owning layer, test and add a changeset.
Roam
Cranot/roam-code
Codebase comprehension via roam-code CLI. An agent skill from Cranot/roam-code.
More from ZaxbyHub/opencode-swarm
All 91 skills in this repoCodebase Review Swarm
ZaxbyHub/opencode-swarm
Runs an evidence-gated, quote-grounded audit of a codebase for security, QA, accessibility, performance and more, and writes a verified report without changing source files.
Issue Tracer
ZaxbyHub/opencode-swarm
Drives a bug report from validation and root-cause tracing through a critic-reviewed plan, an approved minimal fix and a PR-ready closure, never merging without recorded human approval.
Commit and PR Publishing for Codex
ZaxbyHub/opencode-swarm
Codex adapter for opencode-swarm that governs commits, pushes, draft PRs, PR body updates and CI closeout, deferring to the repo's canonical commit-pr protocol.
Durable Session State
ZaxbyHub/opencode-swarm
Keeps plans, decisions, evidence and reviewer verdicts in small files so long multi-phase tasks survive context compaction and session resumes.
Swarm PR Feedback Closer
ZaxbyHub/opencode-swarm
Ingests existing pull request feedback such as review comments and CI failures, verifies each claim, fixes confirmed issues and reports closure status for every item.
Swarm PR Subscribe
ZaxbyHub/opencode-swarm
Monitor a pull request after creation and act autonomously on pushed PR activity.
Related
Categories
Questions about Swarm Implement
What does Swarm Implement do?
Codex adapter for complex implementation work using the canonical opencode-swarm implementation workflow. Swarm Implement is an agent skill from ZaxbyHub/opencode-swarm. Codex adapter for complex implementation work using the canonical opencode-swarm implementation workflow.
When should I use Swarm Implement?
Swarm Implement fits situations like: multi-file features; risky code changes; tasks that benefit from exploration; scoped planning.
How do I install Swarm Implement in Claude Code?
Run `npx skills add ZaxbyHub/opencode-swarm --skill swarm-implement -a claude-code`. Or copy the skill folder (.agents/skills/swarm-implement in ZaxbyHub/opencode-swarm) into .claude/skills/swarm-implement in your project. Claude Code loads it when a task matches its description.
How do I install Swarm Implement in Codex?
Run `npx skills add ZaxbyHub/opencode-swarm --skill swarm-implement -a codex`. Or copy the skill folder (.agents/skills/swarm-implement in ZaxbyHub/opencode-swarm) into .agents/skills/swarm-implement in your project. Codex loads it when a task matches its description.
Can I use Swarm Implement 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 ZaxbyHub/opencode-swarm --skill swarm-implement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/swarm-implement, .gemini/skills/swarm-implement, .github/skills/swarm-implement and .opencode/skills/swarm-implement in your project.
What does Swarm Implement need to run?
SKILL.md names no scripts, command-line tools or credentials: Swarm Implement is instructions for the agent only.
Does Swarm Implement 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 Swarm Implement 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 Swarm Implement use?
Swarm Implement 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 Swarm Implement use?
About 316 tokens (SKILL.md is roughly 1.3k 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 Swarm Implement?
Skills that share tags, products or a category with Swarm Implement: Code Review Graph Navigator (handsontable/handsontable, 22k stars), Csharp Refactoring (microsoft/testfx, 1k stars), Analyze Project (lllllllama/RigorPilot-Skills, 497 stars) and Andrej Karpathy Skill (duolahypercho/andrej-karpathy-skills, 249 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Swarm Implement?
ZaxbyHub (a GitHub organization) maintains it in ZaxbyHub/opencode-swarm, which has 494 GitHub stars. The repository holds 91 skills in this directory. The repository was last updated on October 10, 2026.
Source: ZaxbyHub/opencode-swarm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.