noizu-labs-ml/NoizuPromptLingo

A Standardized Prompt Syntax/Language to train models and humans against for faster behavior tuning of models.

This repository also configures its own agents. See what NoizuPromptLingo tells them →

13Stars on the repository
78Mods indexed here, across every type
yesterdayLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

extract-screens

01

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Analyze user stories in the current project and extract screens + reusable UI components into project-management/screens/ and project-management/components/. Requires user stories in project-management/user-stories/.

not rated 13 yesterday A 38 tokens original MIT

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Generate user personas (one per file) under project-management/personas/ and 100 user stories under project-management/user-stories/, with persona cross-references. Reads project README for domain context.

not rated 13 yesterday A 46 tokens original MIT

hydrate

03

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Copy skeleton agent definitions from NPL source into the current project's .claude/agents/ and hydrate them with project-specific details (test commands, paths, stack, architecture).

not rated 13 yesterday A 37 tokens original MIT

memory-compress

04

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Audit and compress this project's persistent memory (MEMORY.md + memory/.md) — merge duplicates, prune stale or unverifiable entries, tighten wording, and shrink the index. Run periodically or whenever memory feels bloated/noisy. Use when the user says "compress memory", "clean up memory", "prune memory", "memory is…

not rated 13 yesterday A 79 tokens original MIT

migrate-k8-config

05

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Convert a project's legacy DevOps configuration files into the unified k8-util-config.yaml + .k8-secrets.yaml format used by k8-lib tools.

not rated 13 yesterday A 0 tokens original MIT

annotate

06

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Adds footnote annotations to files. NEVER modifies originals. Copies source to {file}.annotated.{ext}.md, adds markers there, and appends definitions to {file}.footnotes.{ext}.md. Every marker REQUIRES a corresponding definition.

not rated 13 yesterday A 55 tokens copy · 100% MIT

npl-guest

07

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Command "npl-guest" from noizu-labs-ml/NoizuPromptLingo, covering welcome to claude code environment, 🎯 your first step, 📚 what you'll learn, ⚠️ critical differences from standard chat and 🚀 quick start checklist.

not rated 13 yesterday A 0 tokens copy · 100% MIT

reflect

08

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Appends a self-review reflection block to the end of every response. Reviews for errors, security issues, pitfalls, improvements, and edge cases. Uses emoji indicators for quick scanning. Always runs at end of response.

not rated 13 yesterday A 45 tokens copy · 100% MIT

npl-task-wizard

09

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

LLM instructions for using the task CLI tool to manage work, deadlines, and project coordination.

not rated 13 yesterday A 0 tokens copy · 100% MIT

npl-update-arch-doc

11

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Command "npl-update-arch-doc" from noizu-labs-ml/NoizuPromptLingo, covering proj-arch.md — maintenance guide, purpose, structure, content guidelines and what to include in proj-arch.md.

not rated 13 yesterday A 0 tokens copy · 100% MIT

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

CHANGELOG.md at the project/sub-project root (NOT under docs/) records what changed, grouped into milestones rather than versions — this monorepo doesn't version components independently, so meaningful clusters of change get named milestones anchored to git tags at their historical boundary commits.

not rated 13 yesterday A 0 tokens original MIT

npl-update-faq-docs

13

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Command "npl-update-faq-docs" from noizu-labs-ml/NoizuPromptLingo, covering proj-faq.md — maintenance guide, purpose, structure, question categories and answer format.

not rated 13 yesterday A 0 tokens original MIT

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Command "npl-update-howto-docs" from noizu-labs-ml/NoizuPromptLingo, covering proj-howto.md — maintenance guide, purpose, structure, selecting tasks to document and guide format.

not rated 13 yesterday A 0 tokens original MIT

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Command "npl-update-layout-doc" from noizu-labs-ml/NoizuPromptLingo, covering proj-layout.md — maintenance guide, purpose, structure, what to include and include.

not rated 13 yesterday A 0 tokens copy · 100% MIT

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Include both Mermaid and PlantUML ERD diagrams in docs/PROJ-SCHEMA.md. The summary file (docs/PROJ-SCHEMA.summary.md) uses Mermaid only (for brevity).

not rated 13 yesterday A 0 tokens copy · 100% MIT

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Command "npl-update-state-of-the-union-docs" from noizu-labs-ml/NoizuPromptLingo, covering proj-sotu.md — maintenance guide, purpose, structure, section template and state of the union — {component}.

not rated 13 yesterday A 0 tokens original MIT

session-info

18

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Outputs the current registered tobor work session — session GUID, project, organization, title, status — plus the resolved NPL org/project slugs.

not rated 13 yesterday A 33 tokens original MIT

npl-update-subs-doc

21

noizu-labs-ml/NoizuPromptLingo

Command Claude Code

Command "npl-update-subs-doc" from noizu-labs-ml/NoizuPromptLingo, covering subs.md — maintenance guide, purpose, structure, sources of truth and content schema.

not rated 13 yesterday A 0 tokens original MIT

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