Aicr Cross Review
NVIDIA/aicr
Multi-agent PR review using Claude Code, Codex, and CodeRabbit.
Core rules for bkit — PDCA methodology, level detection, agent triggering, quality standards, Sprint management (8-phase container with 4 auto-pause triggers, v2.1.13), and Trust Level scope (L0-L4…
$ npx skills add ww-w-ai/bkit-claude-code --skill bkit-rules -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ww-w-ai/bkit-claude-code bkit-rules --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bkit-rules .claude/skills/bkit-rules && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "bkit-rules" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/bkit-rules into .claude/skills/bkit-rules/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bkit-rules", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/bkit-rulesType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ww-w-ai/bkit-claude-code --skill bkit-rules -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ww-w-ai/bkit-claude-code bkit-rules --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/bkit-rules .agents/skills/bkit-rules && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bkit-rules" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/bkit-rules into .agents/skills/bkit-rules/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bkit-rules", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ww-w-ai/bkit-claude-code --skill bkit-rules -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ww-w-ai/bkit-claude-code bkit-rules --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/bkit-rules .cursor/skills/bkit-rules && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "bkit-rules" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/bkit-rules into .cursor/skills/bkit-rules/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bkit-rules", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ww-w-ai/bkit-claude-code.git --path skills/bkit-rules--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ww-w-ai/bkit-claude-code --skill bkit-rules -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ww-w-ai/bkit-claude-code bkit-rules --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/bkit-rules .gemini/skills/bkit-rules && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "bkit-rules" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/bkit-rules into .gemini/skills/bkit-rules/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bkit-rules", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ww-w-ai/bkit-claude-code bkit-rulesInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ww-w-ai/bkit-claude-code --skill bkit-rules -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/bkit-rules .github/skills/bkit-rules && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "bkit-rules" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/bkit-rules into .github/skills/bkit-rules/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bkit-rules", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ww-w-ai/bkit-claude-code --skill bkit-rules -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ww-w-ai/bkit-claude-code bkit-rules --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/bkit-rules .opencode/skills/bkit-rules && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "bkit-rules" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/bkit-rules into .opencode/skills/bkit-rules/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bkit-rules", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
bkit-rulesCore rules for bkit — PDCA methodology, level detection, agent triggering, quality standards, Sprint management (8-phase container with 4 auto-pause triggers, v2.1.13), and Trust Level scope (L0-L4…
Bkit Rules is an agent skill from ww-w-ai/bkit-claude-code. Core rules for bkit — PDCA methodology, level detection, agent triggering, quality standards, Sprint management (8-phase container with 4 auto-pause triggers, v2.1.13), and Trust Level scope (L0-L4 gates PDCA + Sprint auto-run). Triggers: bkit rules, core rules, methodology
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: bkit Vibecoding Kit - PDCA methodology + Claude Code mastery for AI-native development. The licence is Apache-2.0.
9 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 85b4913. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Bkit Rules loads about 2.3k tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 889 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from ww-w-ai/bkit-claude-code at commit 85b4913, republished under its Apache-2.0 licence (© ww-w-ai). 889 words, ~2,308 tokens.
.claude/skills/bkit-rules/SKILL.md (or your agent's skills folder).Automatically applied rules that don't require user commands.
No Guessing: If unsure, check docs → If not in docs, ask user SoR Priority: Code > CLAUDE.md > docs/ design documents
| Request Type | Claude Behavior |
|---|---|
| New feature | Check docs/02-design/ → Design first if missing |
| Bug fix | Compare code + design → Fix |
| Refactoring | Current analysis → Plan → Update design → Execute |
| Implementation complete | Suggest Gap analysis |
| Document Type | Template Path |
|---|---|
| Plan | ${CLAUDE_PLUGIN_ROOT}/templates/plan.template.md |
| Design | ${CLAUDE_PLUGIN_ROOT}/templates/design.template.md |
| Analysis | ${CLAUDE_PLUGIN_ROOT}/templates/analysis.template.md |
| Report | ${CLAUDE_PLUGIN_ROOT}/templates/report.template.md |
None of the above conditions met.
| Aspect | Starter | Dynamic | Enterprise |
|---|---|---|---|
| Explanation | Friendly, avoid jargon | Technical but clear | Concise, use terms |
| Code comments | Detailed | Core logic only | Architecture only |
| Error handling | Step-by-step guide | Technical solutions | Brief cause + fix |
| PDCA docs | Simple | Feature-specific | Detailed architecture |
| Primary Agent | starter-guide | bkend-expert | enterprise-expert |
| Reference Skill | starter | dynamic | enterprise |
project/
├── CLAUDE.md # Project-wide (always reference)
├── services/CLAUDE.md # Backend work context
├── frontend/CLAUDE.md # Frontend work context
└── infra/CLAUDE.md # Infrastructure contextRule: Area-specific rules > Project-wide rules
When user requests feature development:
| User Intent | Auto-Invoke Agent |
|---|---|
| "code review", "security scan" | bkit:code-analyzer |
| "design review", "spec check" | bkit:design-validator |
| "gap analysis" | bkit:gap-detector |
| "report", "summary" | bkit:report-generator |
| "QA", "log analysis" | bkit:qa-monitor |
| "pipeline", "which phase" | bkit:pipeline-guide |
After completing major tasks, suggest relevant agents.
DRY: Extract to common function on 2nd use SRP: One function, one responsibility No Hardcoding: Use meaningful constants Extensibility: Write in generalized patterns
Classify tasks to apply appropriate PDCA level:
| Classification | Content Size | PDCA Level | Action |
|---|---|---|---|
| Quick Fix | < 50 chars | None | Execute immediately |
| Minor Change | 50-200 chars | Lite | Show summary, proceed |
| Feature | 200-1000 chars | Standard | Check/create design doc |
| Major Feature | > 1000 chars | Strict | Require design, user confirmation |
Quick Fix: fix, typo, correct, adjust, tweak Minor Change: improve, refactor, enhance, optimize, update Feature: add, create, implement, build, new feature Major Feature: redesign, migrate, architecture, overhaul, rewrite
When project level is detected, automatically suggest the matching output style:
| Level | Suggested Style | Trigger Condition |
|---|---|---|
| Starter | bkit-learning | Level detected as Starter |
| Dynamic | bkit-pdca-guide | Level detected as Dynamic |
| Enterprise | bkit-enterprise | Level detected as Enterprise |
/starter init, /dynamic init, /enterprise init: Auto-suggest style for that levelbkit-pdca-guide if not already active/output-style at any time| Style | Best For | Key Features |
|---|---|---|
bkit-learning | Beginners, learning | Learning points, TODO(learner) markers, concept explanations |
bkit-pdca-guide | PDCA workflows | Status badges, checklists, phase progress, gap analysis suggestions |
bkit-enterprise | Architecture decisions | Tradeoff analysis, cost impact, deployment strategy, SOLID compliance |
Suggest Agent Teams when conditions are met:
| Condition | Suggestion |
|---|---|
| Major Feature (>= 1000 chars) AND Dynamic/Enterprise level | "Agent Teams can parallelize PDCA phases. Try /pdca team {feature}" |
| Match Rate < 70% AND Dynamic/Enterprise level | "Consider Agent Teams for faster parallel Check-Act iteration" |
| Enterprise project init | "Your project supports 4-teammate Agent Teams mode" |
| Dynamic project init | "Your project supports 2-teammate Agent Teams mode" |
| Level | Available | Teammates | Roles |
|---|---|---|---|
| Starter | No | - | - |
| Dynamic | Yes | 2 | developer, qa |
| Enterprise | Yes | 4 | architect, developer, qa, reviewer |
CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1/pdca team {feature} to start team modeAgent Memory is automatically active for all bkit agents. No user action required.
memory: project scopestarter-guide, pipeline-guide) use memory: user for cross-project learning.claude/agent-memory/ (project) or ~/.claude/agent-memory/ (user)| Scope | Agents Using | Persistence |
|---|---|---|
project | 9 agents (code-analyzer, gap-detector, pdca-iterator, etc.) | Per-project, across sessions |
user | 2 agents (starter-guide, pipeline-guide) | Global, across all projects |
After modifying bkit plugin files, use /reload-plugins to apply changes without restarting Claude Code.
/clear to fully refreshCC 2.1.0+ supports Bash(pattern*) wildcard permissions.
Bash(npm *) - Allow all npm commandsBash(git log*) - Allow git log variantsBash(node *) - Allow node executionBash(npx *) - Allow npx executionBash(rm -rf*) - Deny recursive delete (dangerous)Bash(git push --force*) - Deny force pushAdd to .claude/settings.json:
{
"permissions": {
"allow": ["Bash(npm *)", "Bash(git log*)"],
"deny": ["Bash(rm -rf*)"]
}
}© ww-w-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/bkit-rules of ww-w-ai/bkit-claude-code.
Open the folder on GitHubat commit 85b4913
Bkit Rules next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Bkit Rules this skillww-w-ai/bkit-claude-code | 601 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Aicr Cross ReviewNVIDIA/aicr | 440 | — | ~15k | Automated safety check: Pass | Apache-2.0 | |
| Self LearningKulaxyz/self-learning-skills | 963 | — | ~2.8k | Automated safety check: Warn | MIT | |
| Project Releaseswimmwatch/cloakbrowser-mcp | 164 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Perf Loopozontech/seq-db | 133 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Devcontainer Devstacklok/toolhive-studio | 171 | — | ~3.8k | Automated safety check: Notes | Apache-2.0 |
NVIDIA/aicr
Multi-agent PR review using Claude Code, Codex, and CodeRabbit.
Kulaxyz/self-learning-skills
Capture a hard-won "golden path" from the current session as a reusable Agent Skill, so future sessions start already knowing it.
swimmwatch/cloakbrowser-mcp
Prepare, publish, verify, or recover a cloakbrowser-mcp release only when the user explicitly requests release work.
ozontech/seq-db
Autonomous performance-optimization loop for seq-db driven by seqbazooka.
stacklok/toolhive-studio
Spin up and interact with ToolHive Studio's containerized dev environment (Xvfb + noVNC + DinD).
olorehq/olore
Local claude-code documentation reference (latest). An agent skill from olorehq/olore.
ww-w-ai/bkit-claude-code
View audit logs, decision traces, and session history for AI transparency.
ww-w-ai/bkit-claude-code
bkend.ai authentication — email/social login, JWT tokens, RBAC, session management.
ww-w-ai/bkit-claude-code
bkend.ai project tutorials (todo to SaaS) and common error troubleshooting.
ww-w-ai/bkit-claude-code
bkend.ai onboarding — MCP setup, resource hierarchy, tenant/user model, first project.
ww-w-ai/bkit-claude-code
bkend.ai file storage — upload (presigned URL), download (CDN), visibility levels, buckets.
ww-w-ai/bkit-claude-code
bkit plugin help - list available functions including /pdca (9-phase feature cycle), /sprint (8-phase feature container, v2.1.13), /control (Trust L0-L4 + SPRINTAUTORUNSCOPE), /bkit-explore, and 40+…
Categories
Core rules for bkit — PDCA methodology, level detection, agent triggering, quality standards, Sprint management (8-phase container with 4 auto-pause triggers, v2.1.13), and Trust Level scope (L0-L4…. Bkit Rules is an agent skill from ww-w-ai/bkit-claude-code.13), and Trust Level scope (L0-L4 gates PDCA + Sprint auto-run).
Bkit Rules fits situations like: agent Workflows work in your project.
Run `npx skills add ww-w-ai/bkit-claude-code --skill bkit-rules -a claude-code`. Or copy the skill folder (skills/bkit-rules in ww-w-ai/bkit-claude-code) into .claude/skills/bkit-rules in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ww-w-ai/bkit-claude-code --skill bkit-rules -a codex`. Or copy the skill folder (skills/bkit-rules in ww-w-ai/bkit-claude-code) into .agents/skills/bkit-rules in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ww-w-ai/bkit-claude-code --skill bkit-rules -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bkit-rules, .gemini/skills/bkit-rules, .github/skills/bkit-rules and .opencode/skills/bkit-rules in your project.
SKILL.md names no scripts, command-line tools or credentials: Bkit Rules is instructions for the agent only. Our summary lists: Node.js; Docker. Its frontmatter pre-approves these tools: Read, Glob, Grep.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Bkit Rules is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Bkit Rules: Aicr Cross Review (NVIDIA/aicr, 440 stars), Self Learning (Kulaxyz/self-learning-skills, 963 stars), Project Release (swimmwatch/cloakbrowser-mcp, 164 stars) and Perf Loop (ozontech/seq-db, 133 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ww-w-ai (a GitHub organization) maintains it in ww-w-ai/bkit-claude-code, which has 601 GitHub stars. The repository holds 44 skills in this directory. The repository was last updated on September 27, 2026.
Source: ww-w-ai/bkit-claude-code on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.