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.
Execute complex implementation work with a swarm-like workflow: parallel exploration, scoped planning, objective validation, mandatory independent implementation review for changed work, and final…
$ 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/.opencode/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/.opencode/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/.opencode/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/.opencode/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/.opencode/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/.opencode/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/.opencode/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 .opencode/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/.opencode/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/.opencode/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/.opencode/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/.opencode/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/.opencode/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/.opencode/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.
swarm-implementExecute complex implementation work with a swarm-like workflow: parallel exploration, scoped planning, objective validation, mandatory independent implementation review for changed work, and final…
Swarm Implement is an agent skill from ZaxbyHub/opencode-swarm. Execute complex implementation work with a swarm-like workflow: parallel exploration, scoped planning, objective validation, mandatory independent implementation review for changed work, and final critic approval. Use for feature work, bug fixes, refactors, and multi-file changes.
Its SKILL.md is about 2.3k 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 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.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit b63a4bd. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Swarm Implement loads about 2.3k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 1,207 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.
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.
The full file from ZaxbyHub/opencode-swarm at commit b63a4bd, republished under its MIT licence (© ZaxbyHub). 1,207 words, ~2,327 tokens.
.claude/skills/swarm-implement/SKILL.md (or your agent's skills folder).Use this skill for implementation work when you want a fast, high-quality swarm workflow rather than a single-threaded assistant.
Complete real coding tasks while preserving speed and adding swarm-style quality discipline.
Use this execution ladder:
Swarm commands always use /swarm <subcommand>. Never invoke bare subcommand
names that collide with host commands such as /plan, /reset, /checkpoint,
or /status.
Always use the deeper validation path for auth, permissions, payments, destructive actions, dependency changes, public APIs, schemas, migrations, concurrency, queues, retries, state machines, caching, file access, subprocesses, parsing, secrets, security-sensitive logic, and large cross-file refactors with correctness risk.
Determine the exact task scope first:
If the task is unclear, ask targeted questions or create a short written plan before coding.
Load and follow
file:.swarm/bundled-skills/parallel-work-check/SKILL.md. Then, before
starting implementation on an existing branch:
git fetch plus HEAD hashes).When implementation or review-scoping work depends on explorer agents reading a PR branch or commit range, complete this before Phase 1 explorer dispatch:
git status --porcelain. If
uncommitted changes exist, you (the orchestrator) must handle them
before Phase 1 dispatch — use prepare_pr_workflow_checkout (the
controller-owned path; it preserves every dirty path — including untracked
files when called with no paths argument — and returns a recovery command),
or a git worktree (see running-tests skill precedent). Note: git branch tmp/save-<topic> only moves the HEAD ref — it does not record or preserve
uncommitted working-tree changes, so do not rely on it to save dirty work.
Never delegate git stash, git reset, git checkout -- .,
or git restore to subagents — these are worktree-global operations that
destroy sibling agents' in-flight work under parallel execution.Read/Glob/Grep), not from git history, so a stale
checkout makes them inspect the base branch.base_ref..head_ref) in every explorer
delegation so agents have revision context for targeted git show
inspection.Launch parallel subagents for disjoint investigation tasks such as repository mapping, locating existing patterns, finding tests/contracts, side-effect analysis, and dependency or migration checks. Keep the main context focused.
Subagent prohibition — must reach every subagent prompt:
Include this line verbatim in every subagent dispatch prompt:
"You are a subagent sharing a worktree with sibling agents. You MUST
NOT run git stash, git reset, git checkout -- ., git restore,
or any other worktree-global destructive git command. These destroy
sibling agents' in-flight work without error."
Create a concrete implementation plan before editing for any non-trivial task. Include files to change, intended behavior, risks, validation commands, and whether reviewer and critic passes are required.
Implement in coherent, reviewable chunks. Follow existing repository patterns.
declare_scope discipline. Before every coder or test-engineer delegation (and before every retry), call declare_scope({ taskId, files, replace_existing: true }) with the exact workspace-relative file list the delegated agent may modify — including generated or lockfile paths the change will produce (for example, dist/*, package-lock.json, or bun.lock). Direct and shell writes are both scope-enforced. If the file list is not completely obvious, declare the containing workspace-relative directories instead. Treat SCOPE_CONFLICT, SCOPE_BINDING_EXPIRED, SCOPE_BINDING_AMBIGUOUS, and SCOPE_WORKSPACE_MISMATCH as architect-owned recovery signals: reconcile the named scope sources or lane root, replace the declaration, then redispatch. Never instruct the delegated agent to bypass the gate or switch write mechanisms.
Smallest justified scope on SCOPE_CONFLICT (issue #1994 S4). The replacement declaration must be the SMALLEST justified scope: first reconcile what the delegation actually intends to write (the task's files vs the conflicting scope source named in the diagnostic), then narrow the conflicting lower-precedence source to a subset of that list — repair stale plan scope with save_plan and/or the delegation's FILE: lines — and only then re-declare exactly that file list; re-declaring alone leaves the non-subset relation and reproduces the same SCOPE_CONFLICT. Split the task into separate delegations if the conflict reveals two disjoint write sets. NEVER resolve a SCOPE_CONFLICT by widening to a plan-inferred superset: auto-widening over-authorizes writes and hides an inaccurate plan or delegation prompt behind a bigger scope. This matches the execute skill's scope-recovery contract ("Do not widen scope just to make the sets agree"); a save_plan scope repair is a bookkeeping change covered by the critic-gate plan-freeze rule.
If the project exposes sast_scan with capture_baseline, capture the
phase-scoped SAST baseline before first coder delegation so later scans fail only
on new findings rather than pre-existing infrastructure noise.
Run the strongest objective checks available for the task: tests, lint, typecheck, build, targeted repro scripts, and local runtime verification where relevant. If you cannot verify it, do not claim it is done.
Use an independent reviewer subagent when the task edits code, tests, docs, package metadata, release notes, or skill files. The reviewer must inspect the actual current diff and validation evidence after implementation. Any later edit invalidates approval and requires re-review.
Reviewer responsibilities:
CONFIRMED, DISPROVED, UNVERIFIED, or PRE_EXISTING
when useful,APPROVE, NEEDS_REVISION, or BLOCKED.NEEDS_REVISION or BLOCKED blocks completion until fixed and re-reviewed.
Use a critic subagent after independent reviewer approval for any task that edits code, tests, docs, package metadata, release notes, or skill files. The critic must challenge the reviewer-approved current diff and evidence. Any later edit invalidates critic approval and requires another critic pass.
Before calling work complete, verify:
NEEDS_REVISION or BLOCKED item was fixed and re-reviewed,Runtime-specific adapter skills in .claude/skills/swarm-implement/ and
.agents/skills/swarm-implement/ must stay thin and delegate to this canonical
.opencode workflow.
© ZaxbyHub, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .opencode/skills/swarm-implement of ZaxbyHub/opencode-swarm.
Open the folder on GitHubat commit b63a4bd
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 | — | ~2.3k | 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 |
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.
microsoft/testfx
Safely refactors C/.NET code without changing behavior. An agent skill from microsoft/testfx.
lllllllama/RigorPilot-Skills
Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories.
duolahypercho/andrej-karpathy-skills
Apply Andrej Karpathy-inspired coding-agent guidelines in Codex.
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.
Cranot/roam-code
Codebase comprehension via roam-code CLI. An agent skill from Cranot/roam-code.
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.
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.
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.
ZaxbyHub/opencode-swarm
Keeps plans, decisions, evidence and reviewer verdicts in small files so long multi-phase tasks survive context compaction and session resumes.
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.
ZaxbyHub/opencode-swarm
Monitor a pull request after creation and act autonomously on pushed PR activity.
Categories
Execute complex implementation work with a swarm-like workflow: parallel exploration, scoped planning, objective validation, mandatory independent implementation review for changed work, and final…. Swarm Implement is an agent skill from ZaxbyHub/opencode-swarm. Execute complex implementation work with a swarm-like workflow: parallel exploration, scoped planning, objective validation, mandatory independent implementation review for changed work, and final critic approval.
Swarm Implement fits situations like: multi-file changes; tasks that involve Refactoring; tasks that involve Debugging.
Run `npx skills add ZaxbyHub/opencode-swarm --skill swarm-implement -a claude-code`. Or copy the skill folder (.opencode/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.
Run `npx skills add ZaxbyHub/opencode-swarm --skill swarm-implement -a codex`. Or copy the skill folder (.opencode/skills/swarm-implement in ZaxbyHub/opencode-swarm) into .agents/skills/swarm-implement in your project. Codex loads it when a task matches its description.
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.
Going by SKILL.md and its folder, Swarm Implement needs the command-line tools its instructions call (git).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
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.
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.
About 2.3k tokens (SKILL.md is roughly 9.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
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.
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.