By Manolii-org
Manolii AI framework for Claude Code — specialist sub-agents, slash-commands, and skills for PR review, persistent memory, planning, and model-routing governance.
Navigate external websites via the best available browser automation path
Monitor a deployment for errors after shipping
Toggle session-scoped slow-mode (smaller diffs, more confirmation)
Capture current work state for session resumption
Read .ai/compact-metrics.jsonl and generate a health report on how the smart compaction system is performing
Broad agent: queries graphify for downstream caller counts and god-node status on changed public symbols. Flags breaking change risk.
CI failure investigator — reads PR diff and CI log excerpts, diagnoses root cause, proposes a scoped fix. Read-only, propose-only. Never auto-applies fixes.
Delegates to OpenAI Codex in adversarial mode for cross-provider review. Challenges implementation choices.
Deep knowledge synthesis across project memory for decisions that need the full picture of a topic or area
Deep analysis specialist — architecture assessments, technical reports, codebase walkthroughs, cross-repo impact analysis.
Aggregates telemetry into a weekly analytics report: tool usage, error rates, compaction patterns, and day-of-week activity.
Run the Model Change Protocol — 15-item assessment whenever you add, remove, or re-route any AI model in your project. Produces a decision log and assessment artefact. Mandatory before any commit that touches .claude/model-routing.json or agent/skill model declarations.
Real-browser testing methodology for catching bugs that unit tests and CI miss. Uses Playwright for automated browser interaction with visual verification.
Structured invariant verification for active multi-phase projects. Runs four independent checks: phase gates, datastore write health, required files, checkpoint freshness. Always advisory.
Checks config.yaml, fly.toml, and routing JSON diffs for missing sibling parameters — when one entry in a group gets a param, all siblings must too.
Matches all tools
Hooks run on every tool call, not just specific ones
Uses power tools
Uses Bash, Write, or Edit tools
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Canonical home for the AI Starter Pack: a Copier template, Claude Code plugin marketplace, and reusable CI workflows for production-grade AI-assisted development.
copier copy gh:manolii-org/ai-starter-pack <dest> then copier update.Standalone by default: all external integrations (OSS routing, remote memory, browser automation, telemetry, cross-provider review) are feature-flagged off.
npx claudepluginhub manolii-org/ai-starter-pack --plugin manolii-frameworkUpstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context.
Comprehensive startup business analysis with market sizing (TAM/SAM/SOM), financial modeling, team planning, and strategic research
v9.44.1 — Patch release for Gemini environment/version detection and qwen auth gating. Run /octo:setup.
Complete creative writing suite with 10 specialized agents covering the full writing process: research gathering, character development, story architecture, world-building, dialogue coaching, editing/review, outlining, content strategy, believability auditing, and prose style/voice analysis. Includes genre-specific guides, templates, and quality checklists.
Comprehensive .NET development skills for modern C#, ASP.NET, MAUI, Blazor, Aspire, EF Core, Native AOT, testing, security, performance optimization, CI/CD, and cloud-native applications
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.