This is a meta-skill that picks between three Kaizen analysis techniques depending on what you're examining. Point it at code and it runs a Gemba Walk to see how things actually work versus what you assumed. Point it at a workflow and it builds a Value Stream Map showing where time gets wasted in handoffs and waiting. Point it at inefficiencies and it does Muda waste analysis. The auto-selection works well enough that you don't need to know which method to use upfront. Each technique is thorough, with examples showing authentication flows, CI/CD pipelines, and feature delivery timelines. Best for teams that already know continuous improvement concepts, or anyone willing to learn them through solid examples.
- skills.sh installs
- 1.3K
- GitHub stars
- 1.8K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add neolabhq/context-engineering-kit --skill analyse --agent claude-codeInstalls into .claude/skills of the current project.
Files
Smart Analysis
Intelligently select and apply the most appropriate Kaizen analysis technique based on what you're analyzing.
Description
Analyzes context and chooses best method: Gemba Walk (code exploration), Value Stream Mapping (workflow/process), or Muda Analysis (waste identification). Guides you through the selected technique.
Usage
/analyse [target_description]
Examples:
/analyse authentication implementation/analyse deployment workflow/analyse codebase for inefficiencies
Variables
- TARGET: What to analyze (default: prompt for input)
- METHOD: Override auto-selection (gemba, vsm, muda)
Method Selection Logic
Gemba Walk → When analyzing:
- Code implementation (how feature actually works)
- Gap between documentation and reality
- Understanding unfamiliar codebase areas
- Actual vs. assumed architecture
Value Stream Mapping → When analyzing:
- Workflows and processes (CI/CD, deployment, development)
- Bottlenecks in multi-stage pipelines
- Handoffs between teams/systems
- Time spent in each process stage
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageDetails
- Repository
- github.com/neolabhq/context-engineering-kit
- First seen
- Jun 3, 2026
More from neolabhq/context-engineering-kit
All 63- Review Pr1.3K
- Launch Sub Agent1.3K
- Create Agent1.3K
- Test Skill1.2K
- Apply Anthropic Skill Best Practices1.2K
- Tree Of Thoughts1.2K
- Cause And Effect1.2K
- Create Ideas1.2K
- Fix Tests1.2K
- Create Skill1.2K
- Do Competitively1.2K
- Plan Do Check Act1.2K
- Commit1.2K
- Analyze Issue1.2K
- Create Command1.2K
- Create Hook1.2K
- Create Pr1.2K
- Setup Codemap Cli1.2K
- Actualize1.2K
- Git Worktrees1.2K
- Decay1.2K
- Attach Review To Pr1.2K
- Git Notes1.2K
- Setup Arxiv Mcp1.2K
Recommended
cavemanjuliusbrussee/cavemanUltra-compressed communication mode. Cuts output tokens 65% (measured) by speaking like caveman while keeping full technical accuracy. Supports intensity levels618.3Kskills.sh installs
improveshadcn/improveSurvey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on s40Kskills.sh installs
systematic-debuggingobra/superpowersUse when encountering any bug, test failure, or unexpected behavior, before proposing fixes326.7Kskills.sh installs
karpathy-guidelinesforrestchang/andrej-karpathy-skillsBehavioral guidelines to reduce common LLM coding mistakes through explicit assumptions, simplicity, and verifiable success criteria.17.9Kskills.sh installs
find-skillsvercel-labs/skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express int4.3Mskills.sh installs