neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
VibeFlow 모듈을 연구소에 배포합니다(통합·인프라 감사·검증자)
Modules VibeFlow distribués aux labs (consolidator, infrastructure-audit, validator)
개발 도구Shell · PythonGitHub @picmakpro직접 설치운영자 미확인
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README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Claude Code is powerful. VibeFlow makes it reliable, frugal and governed.
Spec-driven agentic orchestration: you speak plainly, an agent detects the intent, runs the
pipeline (scoping → plan → execution → proof), and machine gates verify — not promises.
Claude Code is the reference runtime; install and usage are also measured end to end on Codex
and kimi-code.
📖 New here? The User Manual walks a human through installing,
understanding and running VibeFlow — no .planning/ or docs/ required.README 전문 보기 ↗English · Français
A Claude Code plugin for spec-driven agentic development. One agent reads your intent, a team of agents challenges, plans, builds and proves the work, and machine gates check it. Nothing is done without proof, nothing merges without you.
How it works · Proof · Team · Memory · Labs · Install · Manual
https://github.com/user-attachments/assets/31709de8-a2c0-4e7c-b78e-8328f57e3f43
claude plugin marketplace add picmakpro/vibeflow-os
claude plugin install vibeflow
Then, inside Claude Code, run /vibeflow-install: it detects the scope, lets you pick modules,
and recaps every dependency before writing anything. Update with /vf-update. Codex and
kimi-code are covered below; details in INSTALL.md.
New here? The User Manual walks you through installing, understanding and
running VibeFlow, without ever opening .planning/ or docs/.
Say "add Google sign-in". vibeflow-head reads the intent and launches the team. The request
is challenged with questions until it is clear, then it becomes a spec, a plan with tests first,
atomic commits, and a verdict from a judge that did not write the code. Every step leaves a file
on disk, so a session can die without the project losing ground. The last step is yours.
A green that cannot turn red proves nothing. Tests are written red first, check-*.sh gates run
in CI, and the judge is never the author. The repo holds itself to the same rule: 116 suites run
on every push, and a "fresh lab" job installs the baseline into an empty lab that must pass its
own gates with zero intervention.
"Do steps 3 to 5, I'm back tomorrow." Past a threshold, a mission manager takes over on the team-kernel: it plans the battle as a graph, runs workers in parallel and reads typed reports instead of prose. Anything that challenges intent or security freezes the node until you decide, even at 3 AM.
→ How a long mission holds together
The context window fills and degrades; the disk does not. PROJECT.md, ROADMAP.md,
STATE.md, indexed registries and agent memory carry the project from one session to the
next. Every session restarts from a fresh disk, never from a compacted context, and every token
has a job: sonnet workers, digests, on-demand loading.
VibeFlow is not dev-only. It builds labs, governed workspaces for design, content, growth,
business or your own domain, on the same kernel and the same gates. /vf-new-lab creates one,
and its skills are built by skill-creator with an eval loop.
18 modules, each versioned with its own CHANGELOG.md. conductor is the mandatory baseline;
then you pick a dev lab from a preset (dev, dev-mobile, dev-audite, dependencies resolved
for you) or a tailor-made domain lab. Each module's README is its full documentation, with the
same structure everywhere.
→ Module catalog · commands · skills · agents
Claude Code is the reference. Install and usage are also measured end to end on two others:
| Runtime | Install | What you give up |
|---|---|---|
| Codex | codex plugin marketplace add picmakpro/vibeflow-oscodex plugin add vibeflow@vibeflow-os | Hooks. Needs multi_agent_v2 and a trusted repository, both fail silently otherwise; set VF_RUNTIME=codex if claude is also installed. |
| kimi-code | No install channel: load an agent with kimi --agent-file <path> | Hooks. |
Every loss is declared at install time rather than hidden. Full list: Installing outside Claude Code.
jq, every script covered by its suite, idempotent install with a
backup before any overwrite./vibeflow-install, in plain sight.proposable:false, never sold.Semver per module, and a tagged root version on every release (check-release-tag is a gate).
The three latest are below; the full history lives in CHANGELOG.md.
| Version | Date | Change |
|---|---|---|
v2.73.1 | 2026-10-29 | Lock guard judged in the worktree, gsd-run.sh rc 64 (patch). guard-driver-lock.sh resolves the directory a cd <worktree> && git commit … lands in and judges that checkout's index instead of the main tree's untracked files (same-repository checkouts only; ;, subshell, variable, ` |
v2.73.0 | 2026-10-29 | Product bundle (minor). New module product-team-bundle v1.0.0: product team (manager, BRIEF analyst, PRD PM, prd-gate judge with threshold 80, check-prd.sh gate), vibeflow-product front door and /vf-product skill, visible to the product and solo roles. Stays proposable: false until a real run. planning-core v2.9.0 (product template), dev-orchestrator v2.29.0 (the head points to /vf-product at the product role). |
v2.72.0 | 2026-10-29 | GitHub issues closure (minor). driver-lock works under uutils coreutils (Ubuntu 26 runner: ln -sn, mv -T before the BSD fallback); framework-version.sh drift compares the lab to the plugin cache instead of to itself; vf-optional-agents frontmatter key for agents of optional modules; gsd-run.sh launches gsd-tools by path (rc 64 without an engine) and ensure-deps.sh derives the project scope from ./.claude/gsd-core; managers no longer busy-wait on workers; reindex.sh keeps the registry mode; sourced libs are no longer counted as non-executable; persistent design-plugin exclusion (VF_DESIGN_SKIP, .vf-design-skip); the install engine backs up and reports overwritten local patches and announces the settings.local.json routing (conductor v1.50.3, dev-orchestrator v2.28.5, consolidator v1.11.4, infrastructure-audit v1.3.7, design-orchestrator v1.5.16, mobile-test v1.0.5, 10 doc patches). Closes #47, #52, #81, #165, #167. 114 suites. |
v2.71.2 | 2026-10-23 |
Main lab (private): vibeflow-lab — structural changes are tested there before release.
conductor, planning-core, consolidator), the scriptural hooks and guards that keep every lab honest. VibeFlow's identity — governance enforced by tools, not by prose — is his.dev-orchestrator, design-orchestrator, mobile-test-team), led the agentic pivot and the team-kernel, and steers the framework's evolution — including its migration onto the @opengsd/gsd-core engine.Contributions are welcome — no need to be a collaborator: fork, branch, open a pull request. Read CONTRIBUTING.md (workflow, tests, licensing of contributions), the Code of Conduct, and report vulnerabilities privately as described in SECURITY.md.
Source-available under a proprietary license — see LICENSE. Public code and
history; training students get a private-reuse right; redistribution and resale prohibited.
The skill-creator module reuses original Anthropic content under the MIT license.
Audit, duplicates and doc fixes (patch). infrastructure-audit no longer returns INDETERMINATE under --strict --no-tests when no suite exists; detect-duplicates.sh passes titles to Python on standard input and reports failures (errors field, exit code 2); the start-up signals table of the dev-orchestrator agent follows the real hook text; driver-lock comments describe the guard outside the root (conductor v1.50.2, consolidator v1.11.3, dev-orchestrator v2.28.4, infrastructure-audit v1.3.6). |
v2.71.1 | 2026-10-23 | Windows fixes, audit and bootstrap (patch). UTF-8 mode is now unconditional under -I and the two large hook programs no longer go through the command line (Windows caps it at 32,767 characters); infrastructure-audit gains --no-tests and returns INDETERMINATE under --strict when suites are skipped; driver-lock refuses a sub-folder with no .planning/ of its own; the session bootstrap points to /vf-dev; check-gsd-config spares VibeFlow's own keys (conductor v1.50.1, consolidator v1.11.2, design-orchestrator v1.5.15, dev-orchestrator v2.28.3, infrastructure-audit v1.3.5, planning-core v2.8.3). |