Stats
Actions
Available In
Tags
Plugin
neurawork-cc-harness
NeuraWork Claude Code harness: repo-local, self-maintaining project knowledge. Bundles two independently installable skills — knowledge-compiler (distils session logs into a per-repo knowledge base) and claudemd-lerner (keeps the CLAUDE.md hierarchy + docs/ current). Knowledge and docs always live inside the repo, never in .claude/. Recon + brownfield seed on install so existing repos can be upgraded.
What's Inside
Slash Commands2
Skills2
claudemd-lerner
/claudemd-lerner
Install a per-repo learner that keeps the CLAUDE.md hierarchy and docs/ tree current from Claude Code sessions. Captures sessions into daily logs and, on a manual command or a 6-hour SessionStart gate, edits CLAUDE.md + docs/ in place (no knowledge wiki). Trigger when the user says "claudemd lerner", "install claudemd lerner", "keep CLAUDE.md current", "update my project docs automatically", "CLAUDE.md aktuell halten", "docs aktuell halten", or wants session-driven CLAUDE.md + docs/ maintenance that can seed an existing repo.
knowledge-compiler
/knowledge-compiler
Install a per-repo, self-building knowledge base into the current repository. Captures Claude Code sessions into daily logs and compiles them into a queryable knowledge/ wiki (concepts + connections + index), injected back at session start. Trigger when the user says "knowledge compiler", "install knowledge compiler", "set up a knowledge base", "knowledge compiler einrichten", "distil my sessions into knowledge", or wants per-repo memory that builds itself and can seed from an existing repo.
README
howtobuildsoftware2026
How to build software in 2026.
Overview
This repository documents modern practices, tools, and workflows for building software in 2026 — from project setup and architecture through delivery and operations.
Status
🚧 Early stage. Structure and content are evolving.
Install / Use
This repo ships a Claude Code plugin, neurawork-cc-harness (under
plugins/), bundling two independently installable skills:
neurawork-cc-harness:knowledge-compiler— per-repo, self-building knowledge base.neurawork-cc-harness:claudemd-lerner— keeps yourCLAUDE.mdhierarchy +docs/current.
You do not clone this repo to use it. Install the plugin via its marketplace from inside the repo you want to upgrade, in a Claude Code session:
/plugin marketplace add neurawork-git/howtobuildsoftware2026
/plugin install neurawork-cc-harness@neurawork-harness
Then install a skill into your repo by invoking it:
/neurawork-cc-harness:knowledge-compiler
For the full install/upgrade flow (requirements, recon, seeding, FQN/collision),
see the install & upgrade guide. For how it differs from the
coding-suite skills of the same name, see when to use which.
Sources
The principles and setup in this repo draw on:
- How Claude Code works in large codebases: Best practices and where to start — Anthropic
- multica-ai/andrej-karpathy-skills — CLAUDE.md — source of the working principles in
CLAUDE.md, derived from Andrej Karpathy's observations on LLM coding pitfalls - coleam00/claude-memory-compiler — evolving memory for Claude Code via session capture + LLM compilation
Contributing
Working on the harness (not just using it)? Clone the repo:
git clone [email protected]:neurawork-git/howtobuildsoftware2026.git
cd howtobuildsoftware2026
See the install guide's local-development section for loading the plugin from a checkout.
Issues and pull requests welcome. Keep changes focused and documented.
License
MIT — see LICENSE.
Stats
Version1.0.0
LanguagePython
Stars0
MaintenanceGood
LicenseMIT
Last Commit
Added
Available In
Tags
Categories
'%20stop-opacity%3D'0.16'%2F%3E%3Cstop%20offset%3D'1'%20stop-color%3D'rgb(200%2C90%2C60)'%20stop-opacity%3D'0.03'%2F%3E%3C%2FlinearGradient%3E%3C%2Fdefs%3E%3Crect%20width%3D'320'%20height%3D'200'%20fill%3D'url(%23g)'%2F%3E%3Ccircle%20cx%3D'250'%20cy%3D'56'%20r%3D'92'%20fill%3D'rgb(200%2C90%2C60)'%20fill-opacity%3D'0.06'%2F%3E%3Ccircle%20cx%3D'64'%20cy%3D'172'%20r%3D'58'%20fill%3D'rgb(200%2C90%2C60)'%20fill-opacity%3D'0.05'%2F%3E%3C%2Fsvg%3E)
