neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
개인 계정의 공개 저장소 소유자는 GitHub로 로그인해 운영자를 확인하고 소개를 직접 관리할 수 있습니다. 관리자 승인은 필요하지 않습니다.
로그인한 뒤 확인 파일을 만들어 이 저장소의 기본 브랜치에 30분 안에 커밋해 주세요. 다른 브랜치나 포크의 파일은 인정하지 않습니다. 파일을 올린 뒤 아래에서 확인하면 관리자 승인 없이 관리할 수 있습니다. 자격을 유지하려면 파일을 남겨 두세요.
로그인이 필요하면 로그인 화면으로 이동합니다. 로그인 후 이곳으로 돌아와 원하는 확인 버튼을 다시 눌러 주세요.
프로젝트 폴더에서 /nomorevibe verify를 실행하면 소유권을 확인하고 소개를 직접 관리할 수 있습니다.
1분 만에 확인하기Self-syncing Claude Code project template: rule kernel, helpful skills, committed memory library, session hooks. Improvements flow both ways between the template and the projects it spawns.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
A repository starter for Claude Code and Codex. Harness Firmware gives both agents versioned instructions, durable project memory, reusable skills, and workflows for testing and independent review.
Keep project decisions and pitfalls with the code. Carry useful lessons into the next session. Review changes before carrying them into another repository.
Install the skills or start a repository.
Use the skills-only plugin for an existing Claude Code repository. Use the full template for a new repository or Codex support.README 전문 보기 ↗A repository starter for Claude Code and Codex. Harness Firmware gives both agents versioned instructions, durable project memory, reusable skills, and workflows for testing and independent review.
Keep project decisions and pitfalls with the code. Carry useful lessons into the next session. Review changes before carrying them into another repository.
Install the skills or start a repository · Visit harnessfirmware.com
Use the skills-only plugin for an existing Claude Code repository. Use the full template for a new repository or Codex support.
Run these commands inside Claude Code:
/plugin marketplace add ryanportfolio/Harness-Firmware
/plugin install claude-starter@claude-starter
Then try /claude-starter:recall or /claude-starter:brainstorming plan the next feature. Plugin skills use the claude-starter namespace.
Create a repository with the kernel, hooks, committed memory, skills, and synchronization tools:
/init-project command or ask Codex to use the init-project skill.bash bootstrap/new-claude-project.sh --name my-app --dest ~/codebootstrap/New-ClaudeProject.cmd.In the created repository, run node .claude/scripts/doctor.mjs. Success means the doctor reports no failures. Then ask Claude Code or Codex to use recall before the first unfamiliar change.
Open the complete setup guide · View validation runs
| Need | Workflow built into the repository |
|---|---|
| Remember the project | recall loads relevant committed facts, decisions, and pitfalls before unfamiliar work |
| Finish sustained work | long-horizon records progress and evidence across bounded rounds, with fresh audit context |
| Challenge a result | Independent and cross-vendor review skills check work through available agents or authenticated CLIs |
| Verify a claim | fable-mode separates current-state, change, and causal claims and returns a verdict; perf-loop measures optimization against a baseline |
| Maintain skills | addskill handles creating, importing, updating, and installing skills with the resources each runtime needs |
| Improve the workflow | refine captures observed friction; sync-starter carries selected generic fixes between repositories |
These are agent instructions and supporting tools. Structural checks validate the package; actual execution still needs the appropriate model, tools, credentials, and evidence.
The everyday loop is recall → work → verify → refine → reviewed repository change → next task. Project facts load before unfamiliar work. Verification captures evidence. refine turns observed friction into a small, reviewable change that strengthens the repository before the next task begins.
The dotted branch is separate: after human review, sync-starter can move a generic improvement into the template so future repositories begin with it. Keeping the lesson local remains the default.
51 Claude Code skills · 47 Codex skills · 47 native Codex workflows
CLAUDE.md, .claude/skills/, and hooks for canonical playbooks and Claude-specific startup behavior.AGENTS.md and .agents/skills/ for standalone Codex workflows with explicit capability and safety boundaries; every Claude skill has a maintained native Codex version or is disabled for Codex. Skill ownership and personal copies explains how they are maintained.Both runtimes read the committed project topics under .claude/reference/. Shared workflows live under .claude/skills/; standalone Codex workflows live under .agents/skills/.
8 core · 17 discipline · 26 specialist
Only names and routing descriptions sit in the repository's generated skill index. Full workflow bodies stay on demand. The diagram's byte figures are a repository source-file estimate, not total runtime context; the guide documents the measurement.
init-project · Configure a starter project on setup request: detected project facts, only necessary user questions.recall · Before unfamiliar project-area work; retrieve project decisions or pitfalls; save authorized durable fact; quirk just cost retry, backed-out change, or user correction → pitfalls.addskill · Create, import, update, or install repo or personal skills: runtime ownership, resources, discovery checks.sync-starter · Pull template improvements into a spawned repo, compare starter drift, or push a generic improvement back to the starter.optimize-context · Cut per-turn context or token load: trim kernels, skills, connectors; push generic context optimization to starter.refine · Explicit workflow-improvement review; user preferences → rules or skill; recurring task friction justifying a narrow skill or reference change; unattended weekly review (/refine weekly).adopt-repo · Mirror external repo privately under user's account + overlay firmware: clone, strip template-only files, privacy-sweep, init-project. Use: /adopt-repo , 'pull this repo into our firmware'.apply-firmware · /apply-firmware, or bring current folder (plain folder, existing repo, old or partial firmware copy) up to full Harness Firmware in place. Mirror external repo → adopt-repo.brainstorming · Brainstorm or design product, interface, workflow, architecture, or behavior change with unresolved goals or material tradeoffs. Skip routine or fully specified work.deep-plan · /deep-plan: interview a loose idea in short decision rounds; stop for explicit go before anything is built.writing-plans · Clear task needing a multi-step implementation plan, dependency ordering, or durable handoff. Skip routine changes doable directly.impartial-review · Review, audit, or stress-test recent code changes with fresh independent agents. Needs exposed multi-agent tools or authed Codex CLI.perf-loop · Measured optimization rounds with independent review: FPS, loading, latency, throughput, resources; no named target → triage every dimension first. Use: /perf-loop, broad perf requests. Skip isolated fixes.security-loop · Whole-repo security audit or pen-test in independently verified runs → fix owner's picks → rerun until nothing new. Use: /security-loop, 'security-audit / pen-test this codebase'. One diff or question → security-review.long-horizon · Work too big for one context window: long multi-step tasks, progress lost to compaction or failed retries, work spanning hours or sessions, /long-horizon, or 'run in verified rounds'.fable-mode · Hard multi-step work, uncertain diagnoses, repeated failures, 'did it work/is it fixed/prove it', or tasks needing careful verification + handoff. Skip routine changes.wow-loop · Evidence-gated review + repair loop, one deliverable or set of like items. Use: /wow-loop, wow factor, 'dial it to 11', target score ('get it to 8/10', 'bring everything under 6 up to 6+'), substantial visual work (3D, animation, UI, rendered docs) needing reference fidelity or repeated correction. Skip routine cosmetic edits + talk about the skill itself.showpiece · Push an artifact past what people expect of its kind, any medium. Use: /showpiece, ambitious creative direction, portfolio-quality work, replacing generic AI styling. Not quiet or faithful work (forms, dashboards, exact recreations, brand matching) → ui-quality, frontend-design or project UI skill. Skip routine edits unless invoked.design-prototypes · Brief → distinct image concepts (sections, features, interactions, branding) → compare → refine pick, before build. Use: /design-prototypes, prototype visual directions, compare design options. Built UI → redesign-concepts.redesign-concepts · Built UI → screenshots → Codex image_gen → 10 redesign concepts → owner picks → build plan. Use: /redesign-concepts, 'show what we have to Codex, get 10 better versions', 'prototype improvements to current UI'. Brief only → design-prototypes.conversion-ux · Audit, design conversion flows stage by stage (arrive to exit): each element asks easier, honest question. Paywalls, pricing, trials, sign-up, onboarding, checkout, forms, filters, booking. Use: /conversion-ux, 'why doesn't this convert', 'audit this flow'. Visual concepts → redesign-concepts; copy polish → writing.The validation workflow checks shell and PowerShell entry points, Codex skill registration and drift from the Claude source, native skill propagation, linked skill resources, retired entrypoints, the Windows project generator, and this README's generated facts and assets. Inspect the CI runs.
.agents/skill-modes.json records which skills have a native Codex version and which are disabled for Codex. Maintenance guidance covers native updates, disabled skills, and personal copies.
Run the local health check:
node .claude/scripts/doctor.mjs
long-horizon-workflowsbabysit-ci · Watch PR checks, fix failures. Use: /babysit-ci, 'watch CI', 'fix CI', 'get checks green', PR with failing or pending checks. Not a bare merge request.codex-review · Cross-vendor second opinion: Codex CLI (codex exec review, gpt-6.1-sol, high) over PR, branch, commit, or uncommitted diff, then each finding verified. Use: /codex-review, 'have Codex/Sol review this'.astra-review · Cross-vendor review on gpt-6-astra, medium. Same CLI lifecycle as codex-review. Use: /astra-review, 'have Astra review this'.codex-fullreview · Full multi-agent Codex review: codex exec runs impartial-review as Manager with fresh sub-reviewers (gpt-6.1-sol, high), then each finding verified. Use: /codex-fullreview, 'full Codex review with sub-reviewers'.astra-fullreview · Full multi-agent Codex review on gpt-6-astra, medium. Same lifecycle as codex-fullreview. Use: /astra-fullreview, 'full Astra review with sub-reviewers'.merge · Merge PRs: 4 fresh-context self-reviewers + fixes, then Codex loop: /codex-fullreview, fix, /codex-review reruns (3 max) until clean, then CI + squash-merge. Only when user types /merge; then every session PR goes through it + merges.claude-review · /claude-review, Claude or Fable asked to review Codex-written code, or cross-vendor review via Claude CLI.dare · /dare, first principles, questioning the problem: 4 fresh stages decompose, audit, recombine, test; immutable goals + constraints kept.gauntlet · Only on explicit /gauntlet: draft → dare → final draft → why → rewrite → arena → commit, stop for /merge. Skills fully; other artifacts need declared apply method + real check.ui-quality · Everyday UI quality floor (forms, dashboards, settings): build every state; audit by measuring rendered page (axe-core, focus, reflow, contrast). Use: /ui-quality, 'audit accessibility', 'is this UI production-ready', 'check this page on mobile', 'feels wrong on my phone', 'break this UI' with worst-case data. Ambitious look → showpiece; conversion → conversion-ux.motion-design · Animation that must read + feel right: explainers, promos, trailers, hero/UI motion, landing-page effects, generated scroll films, 3D embeds, component transitions + gestures, UI card loops, kinetic type, WebGL particles, janky animation. Not static layout.product-walkthrough · Product tour replaying real screens (product CSS + markup), guide cursor acts; embed or MP4. Use: /product-walkthrough, onboarding tours.codex-image-gen · Image asset needed (icon, sprite, texture, splash, logo, marketing art, illustration) → Codex image_gen via codex exec. Use: 'generate an image', 'make an icon', 'use gpt-image / my Codex sub', placeholder → real art.arena · Parallel attempts at one task, blind judging, best ideas grafted onto strongest. Use: /arena, 'try a few approaches', 'build me options', bakeoffs, competing versions, stalled long-horizon or wow-loop step.lab · Explicit ask to lab or prototype a visual, UI, motion, or game-feel element with live tuning before production.advocate · Only on explicit /advocate: challenge a just-made change before it lands. Never from natural-language requests.why · Pressure-test a recommendation with one fresh reviewer: on /why, or before presenting own weighty rec (hard to undo, 2+ real options, real time or money at stake). Never from ordinary why questions or paraphrases.enhance-prompt · User wants a rewritten, copy-ready prompt for another agent or session. Produce prompt; don't run its task.handoff-audit · Draft self-contained audit prompt for a separate fresh session: exact scope, falsifiable checks. Doesn't run the audit.writing · Write or edit audience-facing prose: docs, UI copy, emails, release notes, application answers; voice matching, clarity review, AI-tell cleanup. Session replies follow session conventions.forge-repo-ui-skill · Synthesize a repo-specific UI or design skill from current agent skills. Not ordinary UI work or backend-only work.caveman · Every session reply to user: terse Caveman prose + built-in Unslop. User-facing deliverables → Writing.bro · Plain-language restatement. Use: /bro anywhere in msg, 'plain english', 'plain language', 'dumb it down', 'I don't understand', 'what does that mean'.session-hub · Coordinate parallel Claude Code sessions via shared append-only HTML hub. Use: /session-hub, 'run parallel sessions on this', joining a hub, or proactively when the checkout shows edits or commits this session didn't make.cache-loop · Caching or stale content.seo-loop · SEO/AEO/GEO fix rounds, measured. Use: /seo-loop [local|live], 'improve SEO'.coordinate · Coordinate with another named Claude Code session: read its work + recs, critique, send own rec, let it answer, once agreed have it finish; ping user only when a step needs them. Use: /coordinate , 'coordinate / review / go back and forth with another session'.servers · /servers, after starting a dev server, or user asks what's running, which port is which, why browsers are open, or to close old servers and browsers.wrapup · /wrapup, or user asks if session is done, OK to archive, or what's left: one verdict from git, the PR, scratch files, running servers or browsers.