By minhhaduong
Science-backed harness for AI-assisted research: Five Claws workflow with TDD, worktree isolation, and structured review.
npx claudepluginhub minhhaduong/imperialdragonharnessHelp the author select a target journal for a paper. This is a strategic decision combining scholarly values, career constraints, and practical fit.
Add phase to end of current milestone in roadmap
Generate tests for a completed phase based on UAT criteria and implementation
Capture idea or task as todo from current conversation context
Audit milestone completion against original intent before archiving
List pending todos and select one to work on
Archive accumulated phase directories from completed milestones
Archive completed milestone and prepare for next version
Systematic debugging with persistent state across context resets
Gather phase context through adaptive questioning before planning
Execute all plans in a phase with wave-based parallelization
Diagnose planning directory health and optionally repair issues
Show available GSD commands and usage guide
Insert urgent work as decimal phase (e.g., 72.1) between existing phases
Join the GSD Discord community
Surface Claude's assumptions about a phase approach before planning
Analyze codebase with parallel mapper agents to produce .planning/codebase/ documents
Start a new milestone cycle — update PROJECT.md and route to requirements
Initialize a new project with deep context gathering and PROJECT.md
Create context handoff when pausing work mid-phase
Create phases to close all gaps identified by milestone audit
Create detailed phase plan (PLAN.md) with verification loop
Check project progress, show context, and route to next action (execute or plan)
Execute a quick task with GSD guarantees (atomic commits, state tracking) but skip optional agents
Reapply local modifications after a GSD update
Remove a future phase from roadmap and renumber subsequent phases
Research how to implement a phase (standalone - usually use /gsd:plan-phase instead)
Resume work from previous session with full context restoration
Switch model profile for GSD agents (quality/balanced/budget)
Configure GSD workflow toggles and model profile
Update GSD to latest version with changelog display
Retroactively audit and fill Nyquist validation gaps for a completed phase
Validate built features through conversational UAT
Post-task wrap-up. Reflects on completed work, updates project state, cleans up branches.
End-of-day session wrap-up. Pushes branches, runs tests, refreshes STATE, offers autonomous session.
Project rules and conventions for the Imperial Dragon workflow. Auto-invoked at session start to establish behavioral constraints: worktree isolation, git discipline, coding standards, and STATE.md format.
Repo healthcheck — git hygiene, test status, and deep freshness verification of status/directive docs. Gracefully degrades when project-specific conventions (git-erg tickets, STATE.md, etc.) are absent.
Write, update, or sweep persistent memory. Enforces list caps, TTLs, and staleness criteria.
Create a ticket as a handoff document with required sections for TDD workflow.
Run Imperial Dragon batch across multiple tickets. Picks targets, manages waves, enforces isolation. Always autonomous — never merges.
When writing a Related Work section (or any paragraph with non-trivial citations) — produce an author's due-diligence note for one cited paragraph of a manuscript. Seven required sections: relevance, history-of-science context, cited works (detailed), related-but-not-cited (justified), methods, author-verification checklist, formal bibliography with DOI/URL. Deep-researched with snowballing and grey-literature policy; fresh each invocation.
Simulated peer review panel for manuscript prose. Spins discipline-specific agents for multi-perspective review.
Multi-perspective code review with parallel agents. Covers correctness, consistency, scope, red team, and doc propagation.
Begin work on a ticket. Creates worktree, writes first test, transitions to Execute phase.
Check a branch's diff against project rules. Mechanical-first — runs hygiene tests + grep ratchet before falling back to LLM. Emits suggested tests for any semantic finding so the LLM surface shrinks over time.
Anti-rubber-stamp merge gate. Validates every ticket exit criterion and every review comment against the actual diff. Emits APPROVED / REROLL / ESCALATE with explicit evidence. Never merges.
Run the full per-PR verification loop (adherence + review + review-pr + simplify), then gate through /verify-gate. Bounces the PR for at most one retry. Never merges.
Complete collection of battle-tested Claude Code configs from an Anthropic hackathon winner - agents, skills, hooks, rules, and legacy command shims evolved over 10+ months of intensive daily use
Executes bash commands
Hook triggers when Bash tool is used
Modifies files
Hook triggers on file write and edit operations
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
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.
Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Works with Claude Code, Kiro, Clawd CLI, Gemini CLI, Cursor, Continue, Hermes, and 17+ AI coding assistants. Now with Arabic, German, Spanish, and Chinese (Simplified & Traditional) support.
Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current.
Upstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context.