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Project overview

Shuorenhua is a Chinese-first rewriting skill for chats, status updates, READMEs, release notes, forum posts, and longer writing. It identifies the scene and protects facts such as numbers, versions, commands, paths, quotations, names, and responsibility assignments. It then chooses rewrite strength, fixes structural patterns before word substitutions, and performs a fidelity check for facts, terminology, and register. An annotation mode can flag issues without rewriting. It supports several agents and explicitly excludes code, logs, configuration, and command output.

Project overview

Bulletproof is a development methodology packaged as an agent skill for Claude Code, Codex, Cursor, Gemini CLI, Windsurf, and OpenCode. It makes the agent research the system, define a specification and acceptance criteria, plan, build, audit its work, verify behavior and impact, and prepare a handoff instead of jumping straight into code. The workflow adapts to task size: small fixes use a lightweight subset, normal features use most stages, and architecture changes use all twelve. Templates and a review sub-agent support consistent use.

Project overview

SciWrite applies a systematic editorial process derived from Kristin Sainani’s Writing in the Sciences course to scientific and engineering manuscripts. It reviews issues such as clutter, passive or weak verbs, and sentence structure in sequential passes, then suggests clearer alternatives. The skill can be installed in Claude or adapted to other tools that accept reusable instructions.

Project overview

AGENTS.md defines a predictable, open file format for giving coding agents project context and instructions. Teams can record environment tips, testing commands, and pull-request rules in one place, while the accompanying site explains the format and shows a minimal example.

Project overview

MDA is a Markdown-based specification and CLI for maintaining agent-facing documents from one source. Authors write a single .mda file and compile it into SKILL.md, AGENTS.md, MCP-SERVER.md, and CLAUDE.md outputs, with JSON Schema validation, typed relationships, dependency metadata, content digests, and signature fields. It is intended for authoring and CI checks rather than as an application runtime dependency. A bundled signature verifier, dependency resolver, and central registry are not yet included.

Project overview

Lambda is a compact communication language for agents, built from concept atoms rather than translated English. Its vocabulary spans code, agent-to-agent messaging, evolution, social and emotional states, science, and related domains, with Python and Go parsers plus CLI translation and vocabulary tools; it is aimed at machine communication, not human-facing prose, and parts of the syntax and vocabulary are still evolving.

Project overview

SKILL.mk proposes a Makefile-based specification and toolset for agent skill documents. Workflows become explicit targets and dependency graphs, allowing a dedicated loader to fetch only the recipe associated with the current keyword instead of injecting the whole skill at once. Because the document is also runnable, it can be verified and audited through Git history, invocation statistics, or other checks, and a conversion script helps translate existing SKILL.md collections. This is a proposed skill-document format rather than a standalone end-user application.