athola/claude-night-market

night-market-research-methodology

Turn hunches into accepted results: worthiness score, evidence bar, research-to-rules. Use when vetting ideas. Not for QA; use night-market-validation-and-qa.

原文语言：英语

validate-pr

Generates and self-executes a diff-derived test plan for a PR. Use when validating PR changes before merge. Do not use for code review; use sanctum:pr-review.

原文语言：英语

palace-index-curator

Curate the web-capture index. Use when the capture backlog grows, captures sit unprocessed at seedling/pending, or to surface stored research during work.

原文语言：英语

action-first-output

Shapes turns action-first: action leads, steps numbered, state restated. Use for ADHD-friendly output. Do not use to trim tokens; use response-compression.

原文语言：英语

response-compression

Compresses verbose responses by removing filler and framing to save 200-400 tokens. Use when responses feel bloated or context is filling fast.

原文语言：英语

night-market-completion-integrity-campaign

Bind loop 'done' to unfakeable gates. Use to harden egregore/herald loops or promote completion_integrity. Not for QA gates; use night-market-validation-and-qa.

原文语言：英语

night-market-research-frontier

Map open problems where this repo can advance SOTA. Use when scoping research. Do not use to run the campaign; use night-market-completion-integrity-campaign.

原文语言：英语

compression-strategy

Recommends context compression strategies for bloated or quota-heavy sessions. Use when context feels sluggish or quota burns faster than expected.

原文语言：英语

context-optimization

Optimizes context window via MECW principles and memory tiering. Use when context exceeds 30% or before long multi-step tasks.

原文语言：英语

quality-gate

Orchestrates the QUALITY pipeline stage for egregore work items, running code review, unbloat, and test updates. Use when running quality checks before a PR.

原文语言：英语

proof-of-work

Enforces validation and evidence before claiming work complete. Use before declaring implementation done, creating a PR, or submitting deliverables for review.

原文语言：英语

rust-review

Audits Rust code for unsafe blocks, ownership issues, and Cargo dependency risks. Use when reviewing Rust code or before merging Rust changes.

原文语言：英语

makefile-generation

Generates Makefiles with testing, linting, formatting, and automation targets. Use when starting a project or standardizing build automation.

原文语言：英语

precommit-setup

Configures pre-commit hooks for linting, type checking, formatting, and testing. Use when setting up a new project or adding quality gates to an existing one.

原文语言：英语

project-init

Scaffolds new projects with git, CI/CD workflows, pre-commit hooks, and build config. Use when starting a new Python, Rust, or TypeScript project from scratch.

原文语言：英语

workflow-setup

Configures GitHub Actions CI/CD workflows for testing, linting, and deployment. Use when setting up automation for a Python, Rust, or TypeScript project.

原文语言：英语

computer-control

Automates desktop GUI workflows via computer use API with screenshot capture. Use when scripting GUI interactions or recording browser sessions for tutorials.

原文语言：英语

friction-detector

Detect friction signals; graduate patterns into rules. Use for session retrospectives.

原文语言：英语

hook-authoring

Guide creating Claude Code hooks with security-first design. Use for validation and enforcement.

原文语言：英语

hook-scope-guide

Select hook scope (plugin, project, global) by audience. Use when authoring a hook.

原文语言：英语

hooks-eval

Evaluate hook security, performance, and SDK compliance. Use for audits.

原文语言：英语

metacognitive-self-mod

Analyze and improve the improvement process. Use for detecting regressions and meta-optimization.

原文语言：英语

modular-skills

Build composable skill modules with hub-and-spoke loading. Use when token budget is tight.

原文语言：英语

plugin-review

Review plugin quality with tiered checks and dependency scoping. Use for PR and pre-release audits.

原文语言：英语

shared-patterns

Provide reusable patterns for validation, error handling, scaffolding. Use for skill consistency.

原文语言：英语

skill-authoring

Guide creating Claude Code skills with TDD and persuasion principles. Use for new skill development.

原文语言：英语

skill-graph-audit

Audit Skill() refs; detect hubs, isolates, and dangling targets. Use when auditing skills.

原文语言：英语

skills-eval

Evaluate Claude skill quality through auditing. Use when reviewing or auditing skills.

原文语言：英语

slop-detector

Detects AI-generated writing patterns in prose. Use when reviewing docs for slop, vague language, or identity leaks before publishing.

原文语言：英语

methodology-curator

Surface expert frameworks. Use when creating or evaluating skills, hooks, or agents.

原文语言：英语

rules-eval

Evaluate Claude Code rules in .claude/rules/. Use for frontmatter, globs, and quality audits.

原文语言：英语

subagent-testing

Test skills via TDD in fresh subagents. Use when validating behavior or preventing bias.

原文语言：英语

architecture-paradigm-client-server

Applies client-server architecture for web/mobile apps. Use when designing systems with centralized backend services, trust boundaries, or offline-first sync.

原文语言：英语

architecture-paradigm-pipeline

Applies pipes-and-filters for sequential data transformations. Use when data flows through discrete stages like ETL, streaming analytics, or CI/CD pipelines.

原文语言：英语

architecture-paradigms

Selects and routes to the right architecture paradigm. Use when choosing patterns for a new system or comparing trade-offs before making architecture decisions.

原文语言：英语

architecture-aware-init

Selects architecture paradigm via research before scaffolding. Use when architecture is undecided and the choice needs justification and documentation.

原文语言：英语

war-room-checkpoint

Assesses decision reversibility and risk at critical checkpoints. Use when a workflow reaches a high-stakes branch needing escalation check.

原文语言：英语

architecture-diagram

Generates a Mermaid architecture diagram showing high-level component relationships. Use when visualizing how plugins or modules fit together.

原文语言：英语

call-chain

Traces execution paths through the code graph with criticality scoring and Mermaid charts. Use when understanding how a function propagates through the system.

原文语言：英语

class-diagram

Generates a Mermaid class diagram showing types, inheritance, and composition. Use when visualizing class hierarchies or documenting a module public API.

原文语言：英语