170+ Claude Code / Codex skills. Production-grade skills system for web apps & mobile architecture, APIs, databases, web, mobile, AI, security, UX, SaaS, and ERP engineering. Encodes reusable engineering judgment through layered baseline and specialist skills to help generate secure, scalable, maintainable, high-performance software systems.
Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + OpenAI Agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add peterbamuhigire/chwezi-dev-engine
Maintenance
fresh
2d since push
Risk
Needs review
Low GitHub adoption signal
GitHub quality
21
71/100 quality · 74/100 trust
Coverage tags
Review notes
Low GitHub adoption signal · Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
21 GitHub stars
Repo activity
21 stars, 5 forks
Maintenance
2d since push
License
MIT
Install
npx skills add peterbamuhigire/chwezi-dev-engine
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add peterbamuhigire/chwezi-dev-engineDo not use when
Alternative
164.7K stars
npx skills add mattpocock/skills --skill grill-with-docs
Alternative
168.6K stars
npx skills add mattpocock/skills --skill code-review
Alternative
164.7K stars
npx skills add mattpocock/skills --skill to-spec
Alternative
176.7K stars
npx skills add mattpocock/skills --skill to-tickets
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Install targets
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add peterbamuhigire/chwezi-dev-engineAgent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20Chwezi%20Dev%20Engine%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Chwezi%20Dev%20Engine%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/peterbamuhigire-chwezi-dev-engine/install
Agent should check
Copy prompt
Task: Use Chwezi Dev Engine in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Chwezi%20Dev%20Engine%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/peterbamuhigire-chwezi-dev-engine/install
Install command: npx skills add peterbamuhigire/chwezi-dev-engine
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/peterbamuhigire-chwezi-dev-engine/install
LLM text format
/api/skills/peterbamuhigire-chwezi-dev-engine/install?format=text
Find alternatives
/api/skills/search?q=Chwezi%20Dev%20Engine&limit=3
Agent prompt
Use Chwezi Dev Engine for this task. Review https://www.openagentskill.com/api/skills/peterbamuhigire-chwezi-dev-engine/install, then install with: npx skills add peterbamuhigire/chwezi-dev-engineRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/peterbamuhigire-chwezi-dev-engine
LLM text
/api/registry/manifest/peterbamuhigire-chwezi-dev-engine?format=text
Install alias
/api/registry/install/peterbamuhigire-chwezi-dev-engine
Recommend
/api/registry/recommend?task=Use%20Chwezi%20Dev%20Engine%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
HTML, Claude Code, OpenAI Agents
Audit report
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Coding agents
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
Review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
FIX21 GitHub stars
Stars/forks activity
FIX21 stars, 5 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Stack fit
Operate and verify web apps
A stack for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Scrape, clean, and reuse web data
A practical stack for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Inspect, patch, and verify code
A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills in this category, ranked with the same readiness and quality signals.
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
# Skills Web Dev
`skills-web-dev` is the Chwezi Core Systems software-engineering skills engine. It gives agents a routed catalog for AI systems, SaaS, architecture, APIs, databases, security, frontend engineering, mobile and game development, DevOps, reliability, product engineering, and SDLC documentation.
The engine is file-based. Active skills live as `SKILL.md` files under `skills/` and `00-meta-initialization/`. Deep guidance lives in references, templates, examples, source registers, and quality gates so the active routing surface stays small enough to select accurately.
## Current Status
Last upgraded: 2026-07-17
| Metric | Current value | |---|---:| | Active `SKILL.md` files | 168 | | Guardrail hard cap | 200 | | Duplicate frontmatter names | 0 | | Routing fixtures | 167 | | Routing precision@1 | 92% | | Routing precision@3 | 100% | | Guardrail findings | 0 |
Run the two gates after routing, frontmatter, template, source-register, or catalog-policy changes:
```powershell python -X utf8 scripts\skill_catalog_guardrails.py --report-only python -X utf8 scripts\routing_smoke_test.py --report-only ```
The catalog guardrail also enforces source hygiene. Do not commit books, ebook files, OCR output, or whole-work Markdown conversions. Book-informed skills may retain only concise attribution and independently structured operational synthesis.
## How To Route Work
Start with the root router:
- `SKILL.md` - domain routing, cross-engine handoffs, release workflow, stop conditions. - `AGENTS.md` - Codex operating rules for this repository. - `docs/skill-routing-index.md` - human-readable routing and alias policy. - `docs/skill-aliases.yml` - machine-readable inactive alias map.
Use the smallest accurate skill. Load its `SKILL.md` first, then only the references or templates needed for the task.
## Core Domains
| Domain | Active area | |---|---| | AI systems and agents | `skills/ai/` | | Architecture and APIs | `skills/architecture/` | | Databases and data
Frameworks & Tools
Decision snapshot
recent repository activity
Audit snapshot
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the audit before production use.
Growth loop
Scenario-led draft for Chwezi Dev Engine, ready for a manual X post.
Most web agents fail in the boring part: messy pages, missing context, repeatable extraction. Chwezi Dev Engine gives agents a cleaner path to browse, extract, and monitor web p... 21 stars https://www.openagentskill.com/skills/peterbamuhigire-chwezi-dev-engine?ref=x #AIAgents
Listing + install path for Chwezi Dev Engine: https://www.openagentskill.com/skills/peterbamuhigire-chwezi-dev-engine?ref=x Install: npx skills add peterbamuhigire/chwezi-dev-engine
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This community indexed listing is attributed to peterbamuhigire but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/peterbamuhigire-chwezi-dev-engine)
[](https://www.openagentskill.com/skills/peterbamuhigire-chwezi-dev-engine)
[](https://www.openagentskill.com/skills/peterbamuhigire-chwezi-dev-engine/audit)
[](https://www.openagentskill.com/skills/peterbamuhigire-chwezi-dev-engine)peterbamuhigire
@peterbamuhigire
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Sandbox only
Grill With Docs
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
164.7K stars · 0 installsCode Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K stars · 0 installsTo Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
164.7K stars · 0 installsTo Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
176.7K stars · 0 installs