zaxbyhub
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- ▌ Swarm 2 · zaxbyhubEnable a high-quality swarm-like Claude Code workflow for the current session, and optionally execute a task immediately using that mode. Uses parallel subagents for breadth, independent reviewer validation for precision, and critic challenge for final confidence. Use when the user wants swarm-like behavior, higher review rigor, or maximum quality without sacrificing Claude Code speed.
- ▌ Unswarm 2 · zaxbyhubDisable swarm mode for the current Claude Code session and return to normal behavior.
- ▌ Swarm 3 · zaxbyhubCross-agent swarm-mode behavior model — a higher-rigor workflow using parallel investigation, independent reviewer validation, and critic challenge, plus the mandatory implementation closeout gate. Runtime adapters (.claude, .agents) add execution-specific notes and command wiring.
- ▌ QA Sweep 2 · zaxbyhubApply when implementing features, fixing bugs, debugging errors, investigating failures, tracing root causes, reviewing tech debt, tracing issues, planning fixes, or completing any task. Enforces parallel sub-agent implementation, independent adversarial review, and a 95% confidence gate before stopping.
- ▌ Commit Pr 2 · zaxbyhub bundleApply when committing, pushing, opening or updating a PR, writing a pull request, creating release notes, or closing out remote CI. Enforces the opencode-swarm invariant audit, release-note fragment workflow, full validation suite, issue comment requirement, and post-PR lifecycle rules.
- ▌ Commit Pr 3 · zaxbyhubMandatory publication protocol for the GitHub Copilot coding agent and custom Copilot agents in opencode-swarm. Load when assigned to an issue or when committing, pushing, opening/updating/readying a PR, writing release notes, or closing out remote CI. Routes to the single canonical commit-pr source of truth.
- ▌ Execute 2 · zaxbyhubFull execution protocol for MODE: EXECUTE -- task execution, coder retry handling, QA gates, completion evidence, and per-task closure.
- ▌ Commit Pr 4 · zaxbyhubApply when committing, pushing, opening or updating a pull request, or closing out CI. A portable, project-agnostic commit and PR workflow: verify before you push, write conventional commits and a clear PR body, and never commit generated or secret files.
- ▌ Contributing 2 · zaxbyhub bundleCodex adapter for the opencode-swarm contribution checklist. Use when preparing user-visible changes, release note fragments, local validation, branch hygiene, PR checklist items, or contribution-policy compliance before publishing work.
- ▌ Issue Tracer 2 · zaxbyhubUse when asked to trace, investigate, root-cause, reproduce, plan, fix, resolve, close, or prepare a PR for an issue, bug report, defect, regression, failing test, or confusing runtime behavior. This Claude Code adapter delegates to the canonical protocol at .opencode, which owns the Full-Resolution Contract, reproduction, reasoning-guided localization, no-gap fix planning, recurrence-class eradication, independent critic and implementation review, and PR-ready closure.
- ▌ Phase Wrap 2 · zaxbyhubFull execution protocol for MODE: PHASE-WRAP -- phase boundary evidence, drift and hallucination gates, retrospectives, phase completion, and final council.
- ▌ Writing Tests 2 · zaxbyhub bundleCodex adapter for opencode-swarm test authoring rules. Use before creating or modifying any test file in this repository, especially bun:test files, mock.module usage, _internals seams, temp directories, cross-platform tests, or CI-sensitive test structure.
- ▌ Writing Tests 3 · zaxbyhubClaude Code adapter for opencode-swarm test authoring rules. Use before creating or modifying tests in this repository.
- ▌ Research First 2 · zaxbyhubApply when planning fixes, investigating tech debt, architecting solutions, or diagnosing unknown issues that may involve external frameworks, dependencies, or platform behavior. Search online for current documentation and state-of-the-art approaches before tracing through code.
- ▌ Issue Tracer 3 · zaxbyhub bundleEvidence-first investigation, validation, and full resolution of issues and bugs. Use when asked to investigate, trace, root-cause, reproduce, plan, fix, resolve, close, or prepare a PR for an issue, bug report, defect, regression, failing test, crash, or confusing runtime behavior. Drives issue validation, acceptance-check-driven reproduction and fix planning, independent critic and implementation review, recurrence-class eradication, and an invariant-aware, PR-ready closure with a recorded human merge gate under a mandatory full-resolution contract that forbids partial fixes, deferred work, and unwired code.
- ▌ Swarm Implement 2 · zaxbyhubClaude Code adapter for the canonical opencode-swarm implementation workflow. Use for feature work, bug fixes, refactors, and multi-file changes that need exploration, implementation, review, and validation.
- ▌ Swarm Pr Review 2 · zaxbyhubThin adapter for the canonical swarm-pr-review skill. The authoritative workflow lives in .opencode and this file only preserves the mirror contract for Claude-side skill discovery.
- ▌ Running Tests 2 · zaxbyhubSafe test execution patterns for opencode-swarm. Covers when to use the test_runner tool vs shell bun commands, scope safety rules, per-file isolation loops (bash and PowerShell), pre-existing failure verification, CI log reading, and failure classification. Load this skill when you need to run tests — not when you need to write them (see writing-tests for authoring guidance).
- ▌ Writing Tests 4 · zaxbyhub bundleGuidelines for writing, organizing, and maintaining tests in the opencode-swarm repository. Covers framework rules (bun:test), mock isolation, CI pipeline structure, file placement, and anti-patterns that break cross-platform CI. Load this skill before writing or modifying any test file.
- ▌ Swarm CI Monitor 2 · zaxbyhubClaude Code adapter for end-to-end CI monitoring of an already-reviewed PR in opencode-swarm. Use when the user wants the swarm to monitor a reviewed-and-approved PR's CI, research every failure exhaustively, fix end-to-end, iterate until green (max 5 cycles), then merge. Composes ci-fix-monitor for fix recipes. This is the first skill in the repo that executes a merge — invoke it deliberately.
- ▌ CI Fix Monitor 2 · zaxbyhubMonitor CI on a PR, diagnose failures, fix them, and re-push until green. Covers reading CI logs, classifying failure types (check-title, package-check, test failures, lint), determining the correct fix, and re-pushing.
- ▌ Swarm Pr Feedback 2 · zaxbyhubClaude Code adapter for closing known PR feedback. Use when addressing pasted review feedback, GitHub review comments or threads, requested changes, CI/check failures, merge conflicts, stale PR branches, or PR follow-up work that must verify every claim before fixing it.
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- ▌ Swarm Pr Subscribe 2 · zaxbyhubClaude Code adapter for post-PR monitoring. Use when subscribing to a pull request after opening it, when asked to watch, babysit, or autofix a PR until merge, or when a <pr-activity> wake message or [pr-monitor:...] advisory arrives for a subscribed PR and its events need triage and action.
- ▌ Swarm CI Monitor 3 · zaxbyhubEnd-to-end CI monitor that takes an already-human-reviewed PR, exhaustively researches every CI failure, fixes it end-to-end, iterates until all required checks are green (max 5 fix cycles), then merges. Use only after human review is complete and the PR is approved. Composes ci-fix-monitor for failure-type-specific fix recipes. This is the first skill in the repo that executes a merge — invoke it deliberately.
- ▌ Tech Debt CI Review 2 · zaxbyhubDeep technical debt and CI stability audit for identifying test theater, missing or mis-scoped tests, actual and potential test failures, flaky-test risk, dependency/toolchain brittleness, and structural debt that prevents PRs from going green safely.
- ▌ Swarm Pr Feedback 3 · zaxbyhub bundleIngest and resolve known pull request feedback with skeptical source verification. Use when addressing pasted PR feedback, GitHub review comments or threads, requested changes, CI/check failures, merge conflicts, stale PR branches, or PR follow-up work that must close all known issues without dropping findings. Supports multi-round bot reviews when the repo uses an auto-review bot that posts a new review after every push, via the iterative pattern documented in the body. Stage A (structural pre-checks) and Stage B (reviewer + test_engineer) gates and the reviewer + critic closeout gate are MANDATORY for any change made as part of this process.
- ▌ Swarm Pr Subscribe 3 · zaxbyhubMonitor a pull request after creation and act autonomously on pushed PR activity. Use when subscribing to a PR after opening it, when asked to watch, babysit, or autofix a PR until merge, or when a <pr-activity> wake message or [pr-monitor:...] advisory arrives for a subscribed PR. Owns event triage (fix / ask / skip), bounded-retry escalation, and terminal-state cleanup.
- ▌ Codebase Review Swarm 2 · zaxbyhubClaude Code adapter for running a rigorous, quote-grounded codebase review or security/QA/accessibility/performance/AI-slop/enhancement audit. Use for full-repo or large-subsystem review reports; not for normal implementation.
- ▌ Engineering Conventions 2 · zaxbyhubGuidelines and non-negotiable engineering invariants for modifying opencode-swarm. Load before architecture, plugin initialization, subprocess, tool registration, plan durability, .swarm storage, runtime portability, session/global state, guardrails/retry, chat/system message hooks, or release/cache changes. Authoritative source: AGENTS.md at the repo root and docs/engineering-invariants.md.
- ▌ Codebase Review Swarm 3 · zaxbyhub bundleRun a rigorous, quote-grounded codebase review or security/QA/accessibility/performance/AI-slop/enhancement audit. Use for full-repo or large-subsystem review reports; not for normal implementation. Performs Phase 0 inventory, selected exhaustive tracks with non-diluting depth, coverage closure, reviewer/critic validation, and writes .swarm/review-v8 artifacts without modifying source files.
- ▌ Engineering Conventions 3 · zaxbyhubGuidelines and non-negotiable engineering invariants for modifying opencode-swarm. Load before architecture, plugin initialization, subprocess, tool registration, plan durability, .swarm storage, runtime portability, session/global state, guardrails/retry, chat/system message hooks, or release/cache changes. Authoritative source: AGENTS.md at the repo root and docs/engineering-invariants.md.
- ▌ Pr Review Fix 2 · zaxbyhub bundleLegacy compatibility entry point for PR review feedback fixes. Use swarm-pr-feedback instead for new work; this shim exists so older references still route to the canonical feedback-closure workflow.
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- ▌ Guardrail Patterns 2 · zaxbyhubGuardrail patterns for opencode-swarm — pattern structure, bypass surfaces, regex anti-patterns, and test conventions for checkDestructiveCommand()
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- ▌ Read Document · zaxbyhubRead and extract text from document files (.docx, .pdf, .xlsx, .pptx, .csv, .rtf, .odt, .epub, .html) into plain text or markdown for editing
- ▌ Reviewing Security · zaxbyhubInspect trust boundaries, validation, authn/authz, deserialization, command execution, path handling, secrets, and failure handling with an evidence-first security review.
- ▌ Recurring Tool Patterns · zaxbyhubCollection of frequently re-learned tool, process, and dispatch patterns that the swarm encounters across sessions. Each pattern has its own trigger, making this a multi-pattern reference rather than a single workflow.
- ▌ Csharp Cancellation Patterns · zaxbyhubApply when modifying any async method in the Adapters/ layer (FtpFileClient, SftpFileClient), the IFileClient interface, or AppBridge file-operation calls. Also apply when adding new async methods that interact with FTP/SFTP libraries or when reviewing cancellation correctness. Covers FluentFTP, SSH.NET, and SemaphoreSlim patterns specific to this codebase.
- ▌ Fastapi Rate Limiting Integration · zaxbyhubPatterns for integrating rate limiting into FastAPI applications using slowapi. Covers decorator signatures, dependency injection, and common pitfalls.
- ▌ Plan · zaxbyhubFull execution protocol for MODE: PLAN -- plan creation, external plan ingestion, QA gate persistence, task granularity, and traceability checks.
- ▌ Ship · zaxbyhub bundleOrchestrate any code change from requirements to merge-ready PR — scope-calibrated from small fixes to full features. Composes /spec, /implement, /review, and /research with depth that scales to the task: lightweight spec and direct implementation for bug fixes and config changes, full rigor for features. Use for ALL implementation work regardless of perceived scope — the workflow adapts depth, never skips phases. Triggers: ship, ship it, feature development, implement end to end, spec to PR, implement this, fix this, let's implement, let's go with that, build this, make the change, full stack implementation, autonomous development.
- ▌ Resume · zaxbyhubFull execution protocol for MODE: RESUME -- continuing an existing approved plan safely from current state.
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- ▌ Subpath Deployment · zaxbyhubRAGAPPv3 subpath/reverse-proxy deployment system. Load before touching anything related to APP_ROOT_PATH, VITE_APP_BASENAME, VITE_API_URL, cookie paths, SPA catch-all routing, proxy configuration, or Docker build args for the frontend. Contains locked architectural decisions that must not be re-litigated.
- ▌ Reviewing Code Core · zaxbyhubEvidence-first code review for correctness bugs, AI-generated code smells, unsupported claims, unwired functionality, dependency hallucinations, and release-to-code mismatches.
- ▌ Reviewing Doc Drift · zaxbyhubVerify that README changes, release notes, changelog bullets, migration notes, PR descriptions, examples, and docstrings match what the code actually ships.
- ▌ Module Test Isolation · zaxbyhubDocument the discipline of isolating module-level mutable state in tests. Use when adding tests that touch global registries, singletons, or class attributes. Prevents test pollution that surfaces only in combined pytest sessions.
- ▌ CI Compatibility Audit · zaxbyhub bundleLightweight PR-time audit for whether changes are compatible with the actual RAGAPPv3 GitHub Actions workflow, dependency lockfiles, scripts, and cross-platform local validation.
- ▌ Reviewing Dependencies · zaxbyhubValidate new and changed dependencies, imports, install commands, lockfile entries, and runtime tool assumptions for package hallucinations, slopsquatting, cross-ecosystem confusion, and version validity.
- ▌ Test Isolation Patterns · zaxbyhubDocument pytest pollution patterns observed in this repo where tests pass in isolation but fail in combined sessions due to shared global state. Recommend autouse fixture scoping or explicit teardown patterns to make tests reliable in any combination.
- ▌ Review Finding Validator · zaxbyhubValidate external reviewer, CI, audit, swarm, or PR findings as claims before implementing or reporting them. Use when given a bundle of review findings, requested-changes comments, audit output, or suspected regressions that must be classified with evidence.
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- ▌ Config Env Contract Check · zaxbyhubAudit environment and configuration contracts across backend settings, frontend env usage, Docker, Compose, CI, docs, and examples. Use when changing config, deployment, root paths, CORS, settings schemas, env examples, or Docker files.
- ▌ Auth Timestamp Invalidation · zaxbyhubDocument the discipline of propagating timestamp fields through token invalidation flows. Use when implementing access-token refresh reuse, password change epoch, or any token revocation flow that must invalidate outstanding tokens.
- ▌ Post Removal Sweep · zaxbyhubExhaustive multi-pattern search after removing a code pattern to ensure no remnants remain in any code path.
- ▌ Python Async Sqlite · zaxbyhubSafe patterns for using SQLite with asyncio in FastAPI and other async Python applications. Covers the async-to-thread trap, cursor thread-safety, and transaction rollback handling.
- ▌ Dependency CI Contract · zaxbyhubKeep dependency and lockfile changes aligned with CI expectations.
- ▌ Pr Review Database API · zaxbyhubPR review checklist for database-backed FastAPI + SQLite + React APIs. Use when reviewing changes that touch API response models, database queries, or frontend-backend data contracts.
- ▌ Council Advisory Triage · zaxbyhubHow to distinguish blocking vs advisory findings from council review, especially final council. Prevents unnecessary rework from misclassified advisory concerns.
- ▌ Scalability Sqlite Pool · zaxbyhubConnection pool topology, double-connection pattern detection, semaphore/lock inventory, and exhaustion headroom calculation for RAGAPPv3. Load before reviewing scalability, connection pool sizing, or concurrent user throughput.
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- ▌ Testing Mock Async Hygiene · zaxbyhubKeep mocks, async setup, and test assertions clean and aligned with the code under test.
- ▌ QA Gate Disciplined Completion · zaxbyhubVerify all required QA gate artifacts and completion criteria before marking a task or phase complete.
- ▌ E2e Regression Async Generators · zaxbyhubEnd-to-end regression tests for async generator copy logic
- ▌ Swarm · zaxbyhub bundleCodex adapter for enabling a higher-rigor swarm-like workflow in the current Codex thread. Use when the user asks for swarm mode, maximum quality, parallel investigation, extra review rigor, or a swarm-style approach without necessarily invoking the OpenCode Swarm plugin.
- ▌ Loop · zaxbyhubFull execution protocol for MODE: LOOP — the compound-engineering loop: brainstorm → plan → build → review → improve, iterating under defense-in-depth stop conditions with generator/critic separation, durable resumable state, and mandatory compounding learning capture. Loaded on demand by the architect when the loop command emits a [MODE: LOOP ...] signal.
- ▌ Unswarm · zaxbyhub bundleCodex adapter for disabling a previously requested swarm-like workflow in the current thread. Use when the user says unswarm, stop swarm mode, return to normal mode, simplify the workflow, or stop using extra review/delegation rigor.
- ▌ Clarify · zaxbyhubFull execution protocol for MODE: CLARIFY -- structured clarification funnel with critic review before surfacing user decisions.
- ▌ Consult · zaxbyhubFull execution protocol for MODE: CONSULT -- answering advisory questions with bounded evidence and clear uncertainty.
- ▌ Council · zaxbyhubFull execution protocol for MODE: COUNCIL -- General Council research, parallel member dispatch, disagreement handling, and synthesis.
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- ▌ Specify · zaxbyhubFull execution protocol for MODE: SPECIFY -- spec creation, codebase reality checks, SME input, QA gate persistence, and optional council spec review.
- ▌ Contributing · zaxbyhubEnd-to-end PR workflow for opencode-swarm. Covers branch setup, conventional commits, mandatory release notes, 5-tier CI checks, and PR submission format. Load this skill before creating branches, commits, or pull requests.
- ▌ QA Sweep · zaxbyhub bundleCodex adapter for independent QA review of opencode-swarm changes. Use after implementation or debugging when the user asks for a QA sweep, regression check, review pass, quality gate, or confidence check before publishing.
- ▌ Discover · zaxbyhubFull execution protocol for MODE: DISCOVER -- read-only repository discovery and governance/context mapping.
- ▌ Graphify · zaxbyhub bundleUse for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools.
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- ▌ Commit Pr · zaxbyhub bundleMandatory Codex/Copilot publication adapter for opencode-swarm. Use for every GitHub issue assignment that results in code changes, commits, pushes, draft PRs, PR body edits, PR readying, release notes, or CI closeout. Must be loaded before `git push`, `gh pr create`, `gh pr edit`, or `gh pr ready`. Routes to the single canonical source of truth at `.claude/skills/commit-pr/SKILL.md`.
- ▌ Deep Dive · zaxbyhubFull execution protocol for MODE: DEEP_DIVE — read-only codebase audit with parallel explorer waves, 2 independent reviewers, and sequential critic challenge for HIGH/CRITICAL findings. Loaded on demand by the architect when the deep-dive command emits a [MODE: DEEP_DIVE ...] signal.
- ▌ Brainstorm · zaxbyhubFull execution protocol for MODE: BRAINSTORM -- structured discovery dialogue, approach selection, spec drafting, QA gate selection, and transition handling.
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- ▌ Swarm Plan · zaxbyhubFull execution protocol for MODE: PLAN -- plan creation, external plan ingestion, QA gate persistence, task granularity, and traceability checks.
- ▌ Critic Gate · zaxbyhubFull execution protocol for MODE: CRITIC-GATE -- plan critic review, revision loops, and hard stop before execution.
- ▌ Design Docs · zaxbyhubFull execution protocol for MODE: DESIGN_DOCS — generate or sync structured, language-agnostic design docs (domain.md, technical-spec.md, behavior-spec.md, reference/) for the project under build, with a stable section-ID registry and a design changelog. Loaded on demand by the architect when the design-docs command emits a [MODE: DESIGN_DOCS ...] signal (issue #1080).
- ▌ Issue Tracer · zaxbyhub bundleUse when asked to trace, investigate, root-cause, reproduce, plan, fix, resolve, close, or prepare a PR for an issue, bug report, defect, regression, failing test, or confusing runtime behavior. This Codex adapter delegates to the canonical protocol at .opencode, which owns the Full-Resolution Contract, reproduction, reasoning-guided localization, no-gap fix planning, recurrence-class eradication, independent critic and implementation review, and PR-ready closure.
- ▌ Clarify Spec · zaxbyhubFull execution protocol for MODE: CLARIFY-SPEC -- resolving spec clarification markers and maintaining spec/planning alignment.
- ▌ Issue Ingest · zaxbyhubFull execution protocol for MODE: ISSUE_INGEST -- GitHub issue intake, localization, spec generation, and transition to the full fix workflow.
- ▌ Swarm Resume · zaxbyhubFull execution protocol for MODE: RESUME -- continuing an existing approved plan safely from current state.
- ▌ Pr Review Fix · zaxbyhub bundleCodex adapter for addressing pull request review feedback in opencode-swarm. Use when the user asks to fix PR review comments, requested changes, reviewer findings, CI-review notes, or a pasted review summary with low false-positive tolerance.
- ▌ Running Tests · zaxbyhub bundleCodex adapter for safely executing opencode-swarm tests. Use whenever Codex needs to run focused tests, per-file isolation loops, CI-equivalent validation, test-impact checks, or diagnose failing/truncated test output without stalling the session.
- ▌ Deep Research · zaxbyhubFull execution protocol for MODE: DEEP_RESEARCH — orchestrator-worker deep research over external sources: decompose, iterative web_search/web_fetch retrieval, parallel sme synthesis, dual-reviewer claim verification, critic challenge of high-stakes claims, and a cited report. Loaded on demand by the architect when the deep-research command emits a [MODE: DEEP_RESEARCH ...] signal.
- ▌ Rust Crate CI · zaxbyhubLoad before editing any Rust crate in this repo (currently runners/swarm-sandbox-runner). Covers the mandatory local validation gate, common rustfmt/clippy pitfalls, and Windows-specific Rust correctness patterns that CI enforces but are hard to catch locally without a Windows toolchain.
- ▌ CI Fix Monitor · zaxbyhubCodex adapter for monitoring and fixing CI failures on opencode-swarm PRs. Use when diagnosing failed checks, fixing `package-check` (npm tarball) failures, resolving quality/lint/format errors, fixing macOS cross-platform file I/O failures, or watching a PR until all checks are green.