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BLCCoreStudio/README.md
BLCCoreStudio — Developer tools, local-first software, and AI evaluation

AgentContextMap RepoDoctor CI Linux

A small set of maintained developer tools, local-first software, and technical knowledge projects.

Explore AgentContextMap → · Try RepoDoctor CI →


Maintained projects

Project Focus Status
🧭 AgentContextMap Maps coding-agent instruction scope, activation, conflicts, and context Stable v0.2.3 · Rust · GitHub Action
🩺 RepoDoctor Repository health analysis and configurable CI quality gates Marketplace Action v0.1.3 · Alpha
🇹🇷 TurkishEvalKit Human-in-the-loop evaluation infrastructure for Turkish AI text and audio Alpha 0.11.x · Python
🎙️ BLCVoice Private cross-platform voice dictation with local-first speech recognition Pre-alpha · Rust/Tauri
⌨️ TermKeys Safer terminal shortcuts and configuration management for Linux Alpha v0.1.0 · Linux
🗺️ OpenDevIndex Source-backed, structured technology knowledge map Active development · Python

BLCCoreStudio is intentionally reducing maintenance surface. Older experiments and projects outside this set are being retired rather than kept artificially active.


Engineering focus

  • Rust, Python, Linux, Git/GitHub, GitHub Actions and CI/CD
  • Local-first software with explicit privacy and security boundaries
  • Reproducible builds, automated tests and evidence-backed release workflows
  • Repository analysis, developer tooling and AI-assisted development infrastructure
  • Human-in-the-loop AI evaluation
  • Structured, source-backed technical knowledge
  • Clear limitations instead of unsupported product claims

Featured developer tools

🧭 AgentContextMap

AgentContextMap maps which repository instructions can affect Codex, Claude Code, Gemini CLI, GitHub Copilot, Cursor, Windsurf, and Cline.

It is local, read-only and deterministic: no LLM calls, no repository uploads, and no execution of repository instructions. The stable v0.2.3 release includes a GitHub Action, SARIF 2.1.0 output for Code Scanning, conflict detection, target-path analysis, GitHub Actions job summaries, checksum verification, and a self-contained HTML report.

- uses: BLCCoreStudio/AgentContextMap@v0.2.3
  with:
    path: .

🩺 RepoDoctor CI

RepoDoctor scores repository health across security, testing, documentation, CI/CD, dependencies, configuration, repository structure, and architecture, with optional quality gates.

- uses: BLCCoreStudio/RepoDoctor@v0.1.3

Upstream open-source work

Recent contributions focus on small, test-backed fixes in established projects.

  • Grafana Pathfinder#1738 and #1737merged upstream.
  • Microsoft TypeSpec#11791under review.
  • Microsoft MsQuic#6282under review.
  • rtk#3778under review.

Engineering approach

  • Keep the active project set deliberately small.
  • Prefer local-first behavior where practical.
  • Keep destructive and security-sensitive operations conservative by default.
  • Use CI and tests as evidence, not decoration.
  • Consolidate or retire overlapping experiments instead of maintaining them indefinitely.

Build fewer things. Make them useful. Maintain them well.

Pinned Loading

  1. RepoDoctor RepoDoctor Public

    Repository health analyzer for security, testing, CI/CD, dependencies, documentation and architecture. CLI + interactive TUI.

    Shell 1

  2. AgentContextMap AgentContextMap Public

    Map which repository instructions can affect your coding agents.

    Rust 1

  3. OpenDevIndex OpenDevIndex Public

    An open, structured index of software, developer tools, AI, security, open source and emerging technology.

    Python 1

  4. BLCVoice BLCVoice Public

    Fast, private, cross-platform voice dictation that works where you type.

    Rust

  5. TurkishEvalKit TurkishEvalKit Public

    Human-in-the-loop evaluation toolkit for Turkish AI text and audio quality, with versioned rubrics, structured feedback, and exportable results.

    Python