kernel

Plugin kernel from marketplace kernel-marketplace in ariaxhan/kernel-claude. Commands read from the repo's manifest — 11 days ago.

Skills (27)

• app-dev

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

• architecture

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

• checkpoint

  Save bounded progress as kernel.checkpoint/v1 for exact resume after reset. Triggers: checkpoint, save progress, context reset, compact soon, long task.

• context-mgmt

  Context engineering: compaction, progressive disclosure, structured notes via AgentDB. Triggers: tokens, compaction, memory, handoff, summarize, context window.

• debug

  Diagnosis before prescription: reproduce, hypothesize, isolate, fix root cause, add a regression test; refactor mode maps deps, coupling and blast radius. Triggers: bug, error, fix, broken, not working, crashed, stack trace, exception, refactor, restructure, coupling, dependency map.

• 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.

• eval

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

• experiment

  Rules as hypotheses: falsifiable tests, confidence updates, graduate or kill. Triggers: experiment, hypothesis, prove, test rule, validate methodology, evidence.

• forge

  Autonomous development with experimental self-correction. Iterates through quality gates until antifragile or blocked.

• frontend

  Context-led frontend design: art direction derived from product, audience, brand and the existing system, not generic defaults. Named mood variants listed inside. Triggers: frontend, UI, CSS, styling, visual, theme, component, layout, responsive, accessibility, animation.

• governance-sync

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

• handoff

  Save provenance, decisions, phases, context policy, and next steps as kernel.handoff/v1. Triggers: handoff, save, pause, context, continue later.

• help

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

• human-pass

  Guide real-build acceptance: literal taps, real inputs, expected outcomes, worst case first, one sitting. Triggers: testflight, human pass, acceptance test, before we ship, what should I test, release checklist, device test.

• ingest

  Entry point for new or resumed work. Researches and scopes new tasks; validates and resumes handoff/checkpoint manifests. Triggers: start, begin, do, implement, build, fix, create, resume, continue.

• init

  Initialize KERNEL links and AgentDB in a confirmed Vaults directory.

• knowledge-graph

  Build, refresh and query a deterministic code knowledge graph to cut orientation-token cost. Triggers: knowledge graph, graphify, code graph, god nodes, orientation cost, map the codebase, what connects, callers of, blast radius.

• landing-page

  Explicit landing-page build and deploy operator. Loads marketing and frontend judgment, scaffolds the smallest suitable site, verifies it rendered, deploys to the configured target.

• marketing-site

  Honest marketing-site method: audience, offer, proof, objections, privacy, art direction, handoff. Triggers: marketing site, landing page, company website, portfolio, campaign page, conversion, positioning, value proposition, CTA, social proof, privacy policy.

• metrics

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

• orchestration

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

• quality

  AI code quality checks. The Big 5: input validation, edge cases, error handling, duplication, complexity. Triggers: quality, big 5, ai code, review, validate.

• retrospective

  Audit whether prior learnings actually fired, then install mechanisms for this run's recurrences. No finding without an install path and a firing test. Triggers: retrospective, reflect, what did we learn, patterns, post-mortem, why does this keep happening.

• review

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

• 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.

• simplify

  Simplify code, plans and systems without losing required outcomes; delete machinery that earns nothing; for code, AST-measured complexity with regression gates. Triggers: simplify, refactor, complexity, overengineered, dead code, useless guard.

• tearitapart

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

Subagents (10)

• adversary

  QA - assume broken, find edge cases, prove with evidence

• blind-evaluator

  Structurally separate eval agent. Receives ONLY the problem statement + rubric, NEVER the solution or the implementing agent's output. Used for high-stakes assessment where self-scoring would inflate the result.

• deep-diver

  Pre-implementation failure-mode research. Runs Research-Failures-First protocol: spawns Channel-A (GitHub issues) + Channel-D (production case studies) in parallel, merges into canonical failure-mode map at _meta/research/<topic>.md. Gates non-trivial native/infra/schema work.

• dreamer

  Multi-perspective debate agent. Generates minimalist, maximalist, and pragmatist approaches grounded in actual codebase context.

• lane-worker

  Isolated implementation lane for a commissioned parallel burn. Owns exactly one file-disjoint slice of a larger contract, follows the pilot/spec verbatim, checkpoints progress to AgentDB, and never commits. Spawned only when an orchestrator has genuinely independent, file-disjoint work to run concur

• researcher

  Deep research agent. Finds existing solutions, evaluates packages, documents pitfalls before any implementation begins. Spawned by orchestrator when encountering unfamiliar tech, new integrations, or package selection decisions.

• reviewer

  Code review agent. Reviews PRs and code changes for quality.

• scout

  Codebase reconnaissance agent. Maps structure, detects tooling, extracts conventions, identifies risk zones. Spawned by orchestrator on first interaction with unfamiliar codebase or when discovery is needed.

• surgeon

  Minimal diff implementation, commit every working state

• transcript-archaeologist

  Forensic miner of session transcripts and git history. Reads large JSONL corpora (Claude and Codex session logs), extracts failure timelines, recurring patterns, and cited evidence, and returns the conclusion, not the raw pile. Read-only. Spawned to protect the main context from megabytes of logs wh

Hooks (5)

• SessionStart

  ${CLAUDE_PLUGIN_ROOT}/hooks/scripts/session-start.sh

• PreToolUse

  ${CLAUDE_PLUGIN_ROOT}/hooks/scripts/detect-secrets.sh

• PermissionRequest

  ${CLAUDE_PLUGIN_ROOT}/hooks/scripts/auto-approve-safe.sh

• UserPromptSubmit

  ${CLAUDE_PLUGIN_ROOT}/hooks/scripts/post-compact-restore.sh

• UserPromptSubmit

  ${CLAUDE_PLUGIN_ROOT}/hooks/scripts/repeat-detector.py

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