ariaxhan/kernel-claude

help

Show KERNEL help. The unified skill system, state operations, agents, current plugin status. Triggers: help, how, what, skills, commands.

human-pass

Write the guided acceptance pass a human runs against a real build: literal taps, real inputs, expected outcome per step, worst case first, bundled to cost one sitting. Triggers: testflight, human pass, acceptance test, before we ship, hand it to the user,…

ship

Release-gate sequence: validate → review → push → tag. Wraps kernel:git mechanics with the pre-ship safety chain. Triggers: ship, release, push to main, ready to merge, deploy.

build

Solution exploration and implementation. Generate 2-3 approaches, pick simplest. Never implement first idea. Triggers: build, implement, create, feature, add.

ingest

Unified entry point for new AND resumed work. Research → classify → scope → execute for new tasks; manifest validate → divergence check → bounded context compile → resume for kernel.handoff/v1 / kernel.checkpoint/v1 manifests. Triggers: start, begin, do,…

landing-page

Explicit landing-page build and deployment operator. Loads marketing strategy and frontend judgment, scaffolds the smallest suitable site, verifies rendered behavior, and deploys to the user's or project's configured target.

frontend

Context-led frontend design and UI implementation. Derives art direction from the product, audience, brand, content, and existing design system; prevents generic AI defaults without imposing a Kernel house style. Triggers: frontend, ui, styling, css, visual,…

orchestration

Multi-agent orchestration. Lane contracts, worker-model doctrine, fault tolerance, worktree isolation. Triggers: orchestrate, coordinate, agents, parallel, spawn, contract, tier 2, tier 3.

knowledge-graph

Build + keep-fresh + query a deterministic code knowledge graph to cut agent orientation-token cost. Triggers: knowledge graph, graphify, code graph, god nodes, orientation cost, token bill, map the codebase, what connects X to Y, callers of, blast radius.

debug

Systematic debugging methodology based on Zeller's scientific method. Reproduce, hypothesize, predict, test, isolate via binary search, fix root cause. Every fix gets a regression test. Triggers: bug, error, fix, broken, not working, fails, crashed,…

diagnose

Systematic debugging and refactor analysis. Diagnosis before prescription. Bug mode: reproduce, trace, isolate, hypothesize, diagnose. Refactor mode: map, trace deps, measure coupling, risks, diagnose.

marketing-site

Honest marketing and client-site methodology for landing pages, product/company websites, portfolios, launch or campaign pages, service-business sites, and conversion copy. Clarifies audience, positioning, offer, proof, objections, CTA, privacy, art…

governance-sync

Audit or explicitly synchronize Claude and Codex repository governance without overwriting conflicts. Triggers: governance sync, CLAUDE.md, AGENTS.md, instruction mirror.

retrospective

Cross-session learning synthesis. Finds patterns, resolves contradictions, promotes insights into project skills, agents, and hooks. Triggers: retrospective, reflect, patterns, learnings, synthesis.

experiment

Autonomous experimentation engine + scientific method for development rules. Every rule is a hypothesis; nothing is proven until tested. Seeds from CLAUDE.md, designs falsifiable experiments, runs them, updates confidence, graduates or kills rules. Triggers:…

forge

Autonomous development engine with experimental self-correction. Heats solutions, hammers through iteration, quenches with quality gates, experiments on its own output. Runs until antifragile or reports why it can't be.

init

Initialize KERNEL links and AgentDB in a confirmed Vaults directory.

context-mgmt

Context engineering and token management. Compaction strategies, progressive disclosure, structured note-taking via AgentDB. Triggers: tokens, compaction, memory, handoff, summarize, context window.

checkpoint

Persist bounded mid-task progress as a kernel.checkpoint/v1 JSON manifest so a fresh session or context reset can resume at the exact position without a full handoff. Triggers: checkpoint, save progress, context reset, compact soon, long task.

handoff

Compile session state into an authoritative kernel.handoff/v1 JSON manifest for bounded resume. Saves provenance, decisions, workflow phases, context policy, next steps. Triggers: handoff, save, pause, context, continue later.

dream

Deep creative exploration engine. Competing perspectives, stress-tested by a 4-persona council, scored by integrity. The approach that survives attack wins — not the one that sounds best.

app-dev

Mobile/web app build pipeline: fastlane-first local builds, store submission, pre-submission checklists. Triggers: app, mobile, store submission, build, deploy app, fastlane, expo, react native, flutter.

architecture

System architecture and design patterns. Modular design, interface stability, dependency management, AI-code health nexus. Triggers: architecture, design, structure, modules, dependencies, coupling, system design.

eval

Eval-Driven Development (EDD) for AI workflows. pass@k metrics, capability evals, regression evals. Triggers: eval, edd, pass@k, capability, regression, benchmark.

metrics

Observability dashboard. Session stats, agent tracking, hook performance, learning health. Triggers: metrics, stats, dashboard, observability.

review

Code review for PRs or staged changes. >80% confidence threshold. Verdict: APPROVE, REQUEST CHANGES, or COMMENT. Triggers: review, pr, code review.

tearitapart

Critical pre-implementation review. Find what AI breaks. Verdict: PROCEED, REVISE, or RETHINK. Triggers: review plan, tear apart, critique, analyze.