nopus

mintocode is an AI coding-agent context tool that compiles a repository into plain-text cards describing files, functions, modules, dependencies, flows, aliases, and likely questions. For each question, it selects relevant paragraphs from those notes, follows a symbol-level link graph to referenced definitions, callers, and tests, and combines the selected notes with current source spans into a compact context pack rather than repeatedly sending whole files. The compiled data is stored in .micode/ and can be updated incrementally; citations are checked against a parsed symbol table and unresolved citations are flagged. The mic command supports one-call questions and pack generation, while integrations provide hooks, MCP tools, commands, and read guards for Claude Code, Codex, ZCode, and OpenCode. It is distributed as a Python package requiring Python 3.10 or later with no dependencies, uses existing Claude, Anthropic, OpenAI-compatible, or Codex model access, and is licensed under MIT.

sloptrim is a local prose linter and coding-agent plugin that detects patterns associated with AI-generated writing when an agent saves a document. It extracts prose from supported text and office formats, scores it on a 0–100 scale, and reports suspicious spans for revision; it analyzes writing patterns rather than determining authorship and does not process code. The command-line tool uses Python's standard library, requires no model or network connection, and keeps text on the local machine. It integrates with Claude Code and can be initialized for other agents through an agent contract and editor-rule files.

No AI Slop is an AI-writing editing skill that removes more than 20 canned machine-writing patterns while preserving the author's vocabulary, cadence, humor, and imperfections. Its rules target binary contrasts, throat-clearing openers, faux-insight setups, colon reveals, dramatic fragments, superficial analysis, importance puffery, weasel attribution, synonym cycling, and fake-profound endings; they also cover active voice, leading with the point, untangling difficult sentences, and preferring concrete details over abstractions. The skill supports editing text, detecting and quoting suspected patterns without judging whether AI produced the writing, and generating deliberately exaggerated AI writing for satire. It can be invoked as `/no-ai-slop` in ChatGPT, Claude Code, Codex, or another coding agent, and is distributed through the Skills package manager or an npx command. The repository contains the editing rules in SKILL.md, evaluation checks in eval.md, ChatGPT and Codex plugin metadata, and a plugin build script; it is licensed under MIT.

OpenCode is an open-source AI coding agent developed by anomalyco. It is used as a terminal-based coding agent and external coding harness, with a beta desktop application also available. The CLI includes a full-access build agent for development work and a read-only plan agent for code analysis and exploration; the plan agent denies file edits by default and asks permission before running shell commands. OpenCode also provides a general subagent for complex searches and multistep tasks, and can be installed through its shell installer, package managers, or platform-specific desktop packages.

Procoder is a Go binary that provides commit gates and quality controls for AI coding agents. It checks formatting, tests, linting, secrets, Git and repository hygiene, CI and infrastructure hygiene, and documentation health, while treating unavailable checks as failures. Its tools can be run by the agent, and lifecycle hooks can invoke checks at fixed points; the binary computes and reports findings while the agent reviews and applies changes rather than modifying repository files itself. A lessons loop records escaped bug classes for future checks, and adapters support Claude Code and other agents that use integrations such as AGENTS.md. It has no runtime dependencies and is distributed as a single binary.