Does alinaqi-claude-bootstrap auto-invoke its skills?

Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.

Is alinaqi-claude-bootstrap free?

Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.

Development

Plugin

alinaqi-claude-bootstrap

Turn Claude Code into a self-reviewing, test-enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard.

Boost this plugin

alinaqi@alinaqi

GitHub

Plugin Signal88/100Strong

maintained100

capable96

documented75

adopted61

Install

$ npx -y skills add alinaqi/claude-bootstrap --agent claude-code

Stats

Python TypeScript Node React Bash

+7 tags

Git GitHub Playwright Anthropic OpenAI Gemini MCP

708

Stars

Forks

Active

Maintenance

Python

Language

MIT

License

13h ago

Last commit

9mo ago

Created

Repo: alinaqi/claude-bootstrap

In this plugin

72 skills 25 commands 1 agent 1 hook

See everything inside

What's inside

Claude Bootstrap + Maggy

Turn Claude Code into a self-reviewing, test-enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard.

Claude Bootstrap is an installable config pack (skills, hooks, rules, templates) for Claude Code. Maggy is the optional local server that adds multi-model routing, a web dashboard, intent-driven protocols, and plugin orchestration. Both live in this repo. Start with Bootstrap; add Maggy when you need the harness.

1100+ tests. 72 skills. 15 MCP tools. Used daily across production codebases.

Who This Is For

Solo engineers using Claude Code who want TDD enforcement, quality gates, and memory that survives context compaction — without changing their workflow
Teams routing work across Claude, DeepSeek, Kimi, Gemini, and Codex from a single dashboard with cost-aware model selection
Platform engineers building AI-assisted developer tooling who need a reference implementation with intent tracking, protocol execution, and plugin architecture

Choose Your Path

	Claude Bootstrap	Maggy Harness
What it is	Skills, hooks, rules installed into `~/.claude/`	Local FastAPI server + web dashboard
Install time	~30 seconds	~5 minutes (Python 3.11+, API keys)
Requires	Claude Code (also works with Codex, Kimi, Gemini CLI)	Everything in Bootstrap + Python + optional Docker
You get	TDD enforcement, 72 skills, quality gates, ADR reviews, iCPG, Mnemos memory	All of Bootstrap + 13-tier routing, skill protocols, Telos testing, Cortex MCP, plugins, dashboard

Bootstrap — 30-second install

git clone https://github.com/alinaqi/maggy.git
cd maggy && ./install.sh

Your next Claude Code session picks it up automatically.

Full Harness — zero-config

pipx install maggy-harness   # or: pip install maggy-harness
maggy bootstrap              # installs skills, hooks, ~/bin model wrappers, plugins
maggy serve                  # auto-configures from your local repos,
                             # then opens the dashboard at localhost:8080

(or from source: cd maggy && ./install.sh && maggy serve)

No API keys required to start — Maggy runs in local mode and, on first launch, discovers your local git repos and opens the dashboard pointed at them. Add GITHUB_TOKEN / ANTHROPIC_API_KEY later only if you want GitHub sync or API-model features. See GETTING_STARTED.md for details.

What It Looks Like in Practice

Routing a task:

You: "review the auth middleware for timing attacks"
→ Blast score: 8/10 (security + architecture)
→ Routed to: Claude (Tier 11)
→ ADR gate: found docs/adr/0003-jwt-strategy.md → injected as context
→ Review runs with full architectural context

Skill Protocol execution:

You: "push to git"
→ Intent matched: git-push protocol
→ ✅ lint       (2.1s)
→ ✅ typecheck   (4.3s)
→ ✅ tests       (11.2s)
→ ✅ stage
→ ✅ commit      [AI-generated: "fix: resolve token refresh race condition"]
→ ✅ push

Fatigue-aware memory:

Session fatigue: 0.61 (PRE-SLEEP)
→ Mnemos: auto-checkpoint written
→ Micro-consolidation: 3 ResultNodes compressed
→ iCPG context injected: 2 ReasonNodes, 1 constraint
→ Context freed: ~18k tokens

The Problem This Solves

You're using Claude Code. It's impressive — but:

It picks the most expensive model for everything, including trivial tasks
Context fills up, state is lost, you re-explain yourself every session
There's no enforcement: code quality, test coverage, and ADR compliance only happen if you remember to ask
Running multiple agents on the same repo causes file conflicts
You have no visibility into what Claude is actually doing inside your codebase

What Bootstrap Gives You

Layer	What it does
72 skills	Python, TypeScript, React, React Native, Flutter, Supabase, Firebase, Stripe, Playwright, visual validation, security & audit, ADRs, cross-agent delegation
TDD enforcement	Stop hooks — tests must pass before Claude considers a task done
Visual validation	Default for web projects — `demo-video` records a captioned Playwright walkthrough (proof mp4 that doubles as a passing E2E test); `visual-validation` screenshots catch regressions. A user-facing web flow isn't "done" without it
Quality gates	Max 20 lines/function, 3 params, 2 nesting levels. Enforced per file
iCPG	Intent-Augmented Code Property Graph. Stores why code exists. 6-dimension drift detection. Prevents duplicate implementations
Mnemos	Task-scoped memory with 4-dimension fatigue model. Survives context compaction with typed checkpoints
ADR enforcement	Non-trivial changes require an Architectural Decision Record. Missing one? Reverse-engineered from git history
Agent teams	6 agents: Lead, Quality, Security, Review, Merger, Feature

What Maggy Adds

System	What it does
13-Tier Routing	Semantic blast score (1–10) routes to cheapest capable model. Local Qwen3 classifier → DeepSeek (~80% of tasks) → Kimi → Gemini → Grok → Codex → Claude. Budget-capped with auto-demotion. Routing details
Skill Protocols	YAML-defined workflows in `maggy/skills/protocols/`. "Push to git" → lint → test → stage → commit → push. Drop a `.yaml` to add your own
Telos	Testing beyond TDD. Three planes: Conformance × Validation × Integrity. A zero in any plane collapses the total score. Details
Cortex MCP	Code intelligence: 10 edge types, cyclomatic complexity, FTS5 search, bidirectional traversal. 15 tools, single SQLite DB. Benchmarks
Polyphony	Docker-isolated parallel agent execution. Second session auto-provisions a workspace. Spec
Engram	Cross-session memory. 7 amnesia types. Persists architectural knowledge across weeks
Council PR Review	Multi-model council reviews a GitHub PR from the dashboard — deterministic mega-PR chunking, a static gate (tsc/ruff) as ground truth, and an adversarial refute pass that kills false positives. Extensible per-language skills (Python/TS/Go/Rust/Java/C#/Ruby/PHP + drop-in more). `pip install maggy-harness[review]`
Plugins	Drop-in system. Ships with: Build-in-Public (auto-posts to LinkedIn/X), Telos, GitHub/Asana/Monday providers

Model Routing

Every message is scored 1–10 for complexity and classified by task type. The cheapest capable model wins.

Tier	Model	Role
T0	Qwen3 (local)	Classification, triage, free bulk ops
T1	Gemini Flash-Lite	Bulk extraction, CIG pipelines
T2	DeepSeek Flash	Docs, tests, scaffolding
T3	Gemini Flash	Multimodal, vision, audio
T4	DeepSeek Pro	Complex coding, multi-file refactors
T5	Gemini CLI	Multi-file agentic coding
T6	AGY	End-to-end implementation (git + code + test)
T7	Kimi	Long-context analysis, routing alt
T8	Gemini Pro Search	Deep research, Google grounding, 2M context
T9	Grok	Competitor intel, deep reasoning
T10	Codex	Bulk generation, security-sensitive tasks
T11	Claude Sonnet	Quality-critical code, complex debugging
T12	Claude Opus	Architecture, security review, ADR decisions

Routing is semantic (Qwen3 as local classifier), fatigue-aware, budget-capped, and cascading.

Gateway routing with srooter — www.srooter.ai

We've added first-class support for srooter, an Anthropic/OpenAI-compatible LLM gateway that routes your requests across models (Claude, MiniMax, DeepSeek, Kimi, Gemini, Grok, local Qwen) transparently — intent-based routing, budget caps, fallbacks, and a usage dashboard, without changing your tools.

Recommended with Maggy, Claude Code, or Codex. Point any of them at the gateway and your traffic is routed for you — no per-tool config:

# Claude Code (or Codex) → srooter
export ANTHROPIC_BASE_URL="https://www.srooter.ai/anthropic"   # or your local gateway
export ANTHROPIC_API_KEY="<your-srooter-key>"
claude        # now routed through srooter

Pick the model you "follow" once with /model-config — Maggy, the route-task hooks, and srooter all honor the same choice. Trivial asks stay on the cheap/local tier; real coding goes to your primary model (e.g. MiniMax-M2.5).

Context shunt — cheap reads, small context

Gateway routing picks the model for a turn. The context shunt trims what a single tool call pulls in when the turn is legitimately on your main model: a PreToolUse hook (context-shunt-gate) catches reads of large files — code or logs/generated output — and steers them to bulk-read, which hands the files to a cheap worker (default deepseek --flash) and returns a compact summary. The raw bytes never enter context. For code symbols it points at the graph (get_code_snippet) instead. Inspired by Spotify's "shunt" plugin.

Fully configurable in ~/.claude/shunt.conf (or env): SHUNT=on|off, SHUNT_MIN_LINES (default 350), SHUNT_MODE=suggest|block|off (default suggest — nudges, never blocks), SHUNT_MODEL. See the context-shunt skill.

bulk-read "how does token refresh work?" src/auth/session.ts src/auth/refresh.ts

Parallel Development (Polyphony)

Run several agents at once — each in its own Docker/OrbStack container with a full git clone on its own branch, so concurrent work never collides on files or branches.

Auto-isolation — a second Claude Code session in the same project automatically provisions its own workspace (via the polyphony-auto-isolate hook). No setup.
/spawn-team — spawns a coordinated TDD agent team; container-isolated by default when Docker + the polyphony CLI are present, with a graceful fallback to native parallel agents.

polyphony init                 # one-time: create ~/.polyphony/ config
polyphony spawn "add auth"     # create + route a task to an agent
polyphony status               # running agents / task states
polyphony cleanup              # remove completed workspaces

From Claude Code: /polyphony-init, /polyphony-spawn, /polyphony-status. Requires Docker or OrbStack. Full design: Polyphony spec.

Telos: Testing Beyond TDD

Standard TDD tells you if your code passes tests. Telos tells you if your code fulfills its intent.

IFS (Intent Fidelity Scale) = F1 × F2 × F3

F1 — Conformance:  passed / total tests            (pytest / vitest)
F2 — Validation:   drift severity                  (Cortex drift_events)
F3 — Integrity:    IF-3 orphan symbols              (no reason edges)
                   IF-4 empty contracts             (no pre/post/invariants)
                   IF-6 stale reasons               (proposed >7d, never fulfilled)
                   IF-7 scope sprawl                (reason scopes >10 files)

A zero in any plane collapses IFS to zero. 100% test pass rate with severe architectural drift = score of 0. This is intentional. See the Telos RFC.

Repo Structure

File tree

More plugins by @alinaqi.

View @alinaqi’s profile

VerifiedPlugin

Development Python TypeScript

alinaqi-maggy

Turn Claude Code into a self-reviewing, test-enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard.

72 skills+3708

@alinaqi

View Plugin

FAQ

alinaqi-claude-bootstrap is a Claude Code plugin with 72 hand-picked skills for development work, indexed on Flowy. Install it with the command on its page. It includes aeo-optimization, agent-teams, agentic-development. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

What is alinaqi-claude-bootstrap?: Turn Claude Code into a self-reviewing, test-enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard.
How do I install alinaqi-claude-bootstrap?: Run these in Claude Code: npx -y skills add alinaqi/claude-bootstrap --agent claude-code. Then prompt normally.
Does alinaqi-claude-bootstrap auto-invoke its skills?: Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.
Is alinaqi-claude-bootstrap free?: Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.

Is this plugin yours?

Claim it with GitHub Submit a plugin Promote it

Development

Plugin

alinaqi-claude-bootstrap

Turn Claude Code into a self-reviewing, test-enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard.

Boost this plugin

alinaqi@alinaqi

GitHub

Plugin Signal88/100Strong

maintained100

capable96

documented75

adopted61

Install

$ npx -y skills add alinaqi/claude-bootstrap --agent claude-code

Stats

Python TypeScript Node React Bash

+7 tags

Git GitHub Playwright Anthropic OpenAI Gemini MCP

708

Stars

Forks

Active

Maintenance

Python

Language

MIT

License

13h ago

Last commit

9mo ago

Created

Repo: alinaqi/claude-bootstrap

In this plugin

72 skills 25 commands 1 agent 1 hook

See everything inside

What's inside

Skill(72 skills)

Agent(1 agent)

Hook(1 hook)

mnemos-session-start.shHook script.

README

ExcerptRead the full README on GitHub

Claude Bootstrap + Maggy

Turn Claude Code into a self-reviewing, test-enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard.

1100+ tests. 72 skills. 15 MCP tools. Used daily across production codebases.

Who This Is For

Solo engineers using Claude Code who want TDD enforcement, quality gates, and memory that survives context compaction — without changing their workflow
Teams routing work across Claude, DeepSeek, Kimi, Gemini, and Codex from a single dashboard with cost-aware model selection
Platform engineers building AI-assisted developer tooling who need a reference implementation with intent tracking, protocol execution, and plugin architecture

Choose Your Path

	Claude Bootstrap	Maggy Harness
What it is	Skills, hooks, rules installed into `~/.claude/`	Local FastAPI server + web dashboard
Install time	~30 seconds	~5 minutes (Python 3.11+, API keys)
Requires	Claude Code (also works with Codex, Kimi, Gemini CLI)	Everything in Bootstrap + Python + optional Docker
You get	TDD enforcement, 72 skills, quality gates, ADR reviews, iCPG, Mnemos memory	All of Bootstrap + 13-tier routing, skill protocols, Telos testing, Cortex MCP, plugins, dashboard

Bootstrap — 30-second install

git clone https://github.com/alinaqi/maggy.git
cd maggy && ./install.sh

Your next Claude Code session picks it up automatically.

Full Harness — zero-config

pipx install maggy-harness   # or: pip install maggy-harness
maggy bootstrap              # installs skills, hooks, ~/bin model wrappers, plugins
maggy serve                  # auto-configures from your local repos,
                             # then opens the dashboard at localhost:8080

(or from source: cd maggy && ./install.sh && maggy serve)

What It Looks Like in Practice

Routing a task:

You: "review the auth middleware for timing attacks"
→ Blast score: 8/10 (security + architecture)
→ Routed to: Claude (Tier 11)
→ ADR gate: found docs/adr/0003-jwt-strategy.md → injected as context
→ Review runs with full architectural context

Skill Protocol execution:

You: "push to git"
→ Intent matched: git-push protocol
→ ✅ lint       (2.1s)
→ ✅ typecheck   (4.3s)
→ ✅ tests       (11.2s)
→ ✅ stage
→ ✅ commit      [AI-generated: "fix: resolve token refresh race condition"]
→ ✅ push

Fatigue-aware memory:

Session fatigue: 0.61 (PRE-SLEEP)
→ Mnemos: auto-checkpoint written
→ Micro-consolidation: 3 ResultNodes compressed
→ iCPG context injected: 2 ReasonNodes, 1 constraint
→ Context freed: ~18k tokens

The Problem This Solves

You're using Claude Code. It's impressive — but:

It picks the most expensive model for everything, including trivial tasks
Context fills up, state is lost, you re-explain yourself every session
There's no enforcement: code quality, test coverage, and ADR compliance only happen if you remember to ask
Running multiple agents on the same repo causes file conflicts
You have no visibility into what Claude is actually doing inside your codebase

What Bootstrap Gives You

Layer	What it does
72 skills	Python, TypeScript, React, React Native, Flutter, Supabase, Firebase, Stripe, Playwright, visual validation, security & audit, ADRs, cross-agent delegation
TDD enforcement	Stop hooks — tests must pass before Claude considers a task done
Visual validation	Default for web projects — `demo-video` records a captioned Playwright walkthrough (proof mp4 that doubles as a passing E2E test); `visual-validation` screenshots catch regressions. A user-facing web flow isn't "done" without it
Quality gates	Max 20 lines/function, 3 params, 2 nesting levels. Enforced per file
iCPG	Intent-Augmented Code Property Graph. Stores why code exists. 6-dimension drift detection. Prevents duplicate implementations
Mnemos	Task-scoped memory with 4-dimension fatigue model. Survives context compaction with typed checkpoints
ADR enforcement	Non-trivial changes require an Architectural Decision Record. Missing one? Reverse-engineered from git history
Agent teams	6 agents: Lead, Quality, Security, Review, Merger, Feature

What Maggy Adds

System	What it does
13-Tier Routing	Semantic blast score (1–10) routes to cheapest capable model. Local Qwen3 classifier → DeepSeek (~80% of tasks) → Kimi → Gemini → Grok → Codex → Claude. Budget-capped with auto-demotion. Routing details
Skill Protocols	YAML-defined workflows in `maggy/skills/protocols/`. "Push to git" → lint → test → stage → commit → push. Drop a `.yaml` to add your own
Telos	Testing beyond TDD. Three planes: Conformance × Validation × Integrity. A zero in any plane collapses the total score. Details
Cortex MCP	Code intelligence: 10 edge types, cyclomatic complexity, FTS5 search, bidirectional traversal. 15 tools, single SQLite DB. Benchmarks
Polyphony	Docker-isolated parallel agent execution. Second session auto-provisions a workspace. Spec
Engram	Cross-session memory. 7 amnesia types. Persists architectural knowledge across weeks
Council PR Review	Multi-model council reviews a GitHub PR from the dashboard — deterministic mega-PR chunking, a static gate (tsc/ruff) as ground truth, and an adversarial refute pass that kills false positives. Extensible per-language skills (Python/TS/Go/Rust/Java/C#/Ruby/PHP + drop-in more). `pip install maggy-harness[review]`
Plugins	Drop-in system. Ships with: Build-in-Public (auto-posts to LinkedIn/X), Telos, GitHub/Asana/Monday providers

Model Routing

Every message is scored 1–10 for complexity and classified by task type. The cheapest capable model wins.

Tier	Model	Role
T0	Qwen3 (local)	Classification, triage, free bulk ops
T1	Gemini Flash-Lite	Bulk extraction, CIG pipelines
T2	DeepSeek Flash	Docs, tests, scaffolding
T3	Gemini Flash	Multimodal, vision, audio
T4	DeepSeek Pro	Complex coding, multi-file refactors
T5	Gemini CLI	Multi-file agentic coding
T6	AGY	End-to-end implementation (git + code + test)
T7	Kimi	Long-context analysis, routing alt
T8	Gemini Pro Search	Deep research, Google grounding, 2M context
T9	Grok	Competitor intel, deep reasoning
T10	Codex	Bulk generation, security-sensitive tasks
T11	Claude Sonnet	Quality-critical code, complex debugging
T12	Claude Opus	Architecture, security review, ADR decisions

Routing is semantic (Qwen3 as local classifier), fatigue-aware, budget-capped, and cascading.

Gateway routing with srooter — www.srooter.ai

Recommended with Maggy, Claude Code, or Codex. Point any of them at the gateway and your traffic is routed for you — no per-tool config:

# Claude Code (or Codex) → srooter
export ANTHROPIC_BASE_URL="https://www.srooter.ai/anthropic"   # or your local gateway
export ANTHROPIC_API_KEY="<your-srooter-key>"
claude        # now routed through srooter

Context shunt — cheap reads, small context

bulk-read "how does token refresh work?" src/auth/session.ts src/auth/refresh.ts

Parallel Development (Polyphony)

Run several agents at once — each in its own Docker/OrbStack container with a full git clone on its own branch, so concurrent work never collides on files or branches.

Auto-isolation — a second Claude Code session in the same project automatically provisions its own workspace (via the polyphony-auto-isolate hook). No setup.
/spawn-team — spawns a coordinated TDD agent team; container-isolated by default when Docker + the polyphony CLI are present, with a graceful fallback to native parallel agents.

polyphony init                 # one-time: create ~/.polyphony/ config
polyphony spawn "add auth"     # create + route a task to an agent
polyphony status               # running agents / task states
polyphony cleanup              # remove completed workspaces

From Claude Code: /polyphony-init, /polyphony-spawn, /polyphony-status. Requires Docker or OrbStack. Full design: Polyphony spec.

Telos: Testing Beyond TDD

Standard TDD tells you if your code passes tests. Telos tells you if your code fulfills its intent.

IFS (Intent Fidelity Scale) = F1 × F2 × F3

F1 — Conformance:  passed / total tests            (pytest / vitest)
F2 — Validation:   drift severity                  (Cortex drift_events)
F3 — Integrity:    IF-3 orphan symbols              (no reason edges)
                   IF-4 empty contracts             (no pre/post/invariants)
                   IF-6 stale reasons               (proposed >7d, never fulfilled)
                   IF-7 scope sprawl                (reason scopes >10 files)

A zero in any plane collapses IFS to zero. 100% test pass rate with severe architectural drift = score of 0. This is intentional. See the Telos RFC.

Repo Structure

File tree

More plugins by @alinaqi.

View @alinaqi’s profile

VerifiedPlugin

Development Python TypeScript

alinaqi-maggy

Turn Claude Code into a self-reviewing, test-enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard.

72 skills+3708

@alinaqi

View Plugin

FAQ

What is alinaqi-claude-bootstrap?: Turn Claude Code into a self-reviewing, test-enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard.
How do I install alinaqi-claude-bootstrap?: Run these in Claude Code: npx -y skills add alinaqi/claude-bootstrap --agent claude-code. Then prompt normally.
Does alinaqi-claude-bootstrap auto-invoke its skills?: Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.
Is alinaqi-claude-bootstrap free?: Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.

Is this plugin yours?

Claim it with GitHub Submit a plugin Promote it

alinaqi-claude-bootstrap

Skill(72 skills)

Command(25 commands)

Agent(1 agent)

Hook(1 hook)

README

Claude Bootstrap + Maggy

Who This Is For

Choose Your Path

Bootstrap — 30-second install

Full Harness — zero-config

What It Looks Like in Practice

The Problem This Solves

What Bootstrap Gives You

What Maggy Adds

Model Routing

Gateway routing with srooter — www.srooter.ai

Context shunt — cheap reads, small context

Parallel Development (Polyphony)

Telos: Testing Beyond TDD

Repo Structure

File tree

More plugins by @alinaqi.

alinaqi-maggy

alinaqi-claude-bootstrap

Skill(72 skills)

Command(25 commands)

Agent(1 agent)

Hook(1 hook)

README

Claude Bootstrap + Maggy

Who This Is For

Choose Your Path

Bootstrap — 30-second install

Full Harness — zero-config

What It Looks Like in Practice

The Problem This Solves

What Bootstrap Gives You

What Maggy Adds

Model Routing

Gateway routing with srooter — www.srooter.ai

Context shunt — cheap reads, small context

Parallel Development (Polyphony)

Telos: Testing Beyond TDD

Repo Structure

File tree

More plugins by @alinaqi.

alinaqi-maggy