deepeshBodhCommunity·23 Agent Skills Included

human-in-loop

Spec-driven development with human approval checkpoints

Guides software features through a structured workflow: constitution, specification, plan, tasks, implementation, and audit. Replaces improvised coding with reviewable artifacts and human approval gates at every stage. Includes skills for requirements, user stories, API contracts, data modeling, TDD cycles, and design systems. Keeps humans in control of architecture decisions while automating repetitive specification and validation work.

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npx skills add deepeshBodh/human-in-loop --all -g -y

Available:

Instructs the agent on the project's DAG-based workflow architecture, constitutional principles, layer dependency rules, and quality gates it must follow when executing specification, planning, and implementation skills.

All Skills in This Repository (23)

Pure Emerald Level Indicators

📦 In Repo

deepeshBodh

using-git-worktrees

Automate git worktree creation with safety checks and baseline verification.

patterns-api-contracts

Design RESTful API contracts and generate OpenAPI 3.x specifications with error schemas.

patterns-interface-design

Define a structured interface design workflow from domain discovery to token architecture.

patterns-flow-mapping

Connect analyzed screenshots into structured interaction flows with navigation logic.

analysis-iterative

Guide adaptive questioning and synthesis across iterative analysis sessions.

patterns-technical-decisions

Evaluate technology alternatives and document decisions as ADRs.

syncing-claude-md

Sync CLAUDE.md with the constitution to prevent governance drift.

using-github-issues

Create GitHub issues with required frontmatter, templates, and validation rules.

analysis-codebase

Analyze codebases to extract tech stack, patterns, and collision risks.

validation-constitution

Validate governance constitutions against a formal quality checklist.

authoring-requirements

Converts informal feature requests into standards-compliant requirements.

authoring-constitution

Creates enforceable governance frameworks with predefined sections for new projects.

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Advanced

Frequently Asked Questions

FAQPage Schema

How to install HumanInLoop?▼

Run `npx skills add deepeshBodh/human-in-loop --all -g -y` in your terminal to install all skills globally.

What is spec-driven development with HumanInLoop?▼

It walks your feature through setup, specify, plan, tasks, and implement commands, producing reviewable artifacts at each step. You approve every stage before any code is written.

How does HumanInLoop prevent bad AI-generated code?▼

It enforces human review checkpoints, adversarial gap analysis, and strict TDD cycles so architecture decisions are made by people before implementation begins.

Does HumanInLoop work with Claude Code?▼

Yes. It is built as a Claude Code plugin with commands, agents, and skills that follow the standard SKILL.md format.

Can HumanInLoop handle existing codebases?▼

Yes. Brownfield skills analyze your existing code, codify current patterns into a constitution, and generate a prioritized gap roadmap for improvements.