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@PrecisionUtilityGuild

PugCorp

⚙️ Precision Utility Guild

Small guild. Sharp tools.

Independent software studio building precise utilities, agent tooling, and the occasional unreasonably ambitious engine. Mostly TypeScript. Always tested.


🔨 On the workbench

Project What it is
DocForge Agent-grade document production — an MCP server that turns structured data into typeset PDFs via Typst. 24 templates, offline compiles, visual-regression-tested, plus Forge, a Slack agent that drives it.
Liquid Shadow Persistent operational memory for coding agents — a local-first repo brain over MCP. Stop making your agents grep.
Pathloom MCP telemetry analysis with epistemic rigor — it refuses conclusions your data hasn't earned.
Residual Runtime Runtime enforcement layer for AI and programmatic workflows.

🌐 Live in the wild

  • CalcConfig — build embeddable calculators and decision tools (pricing estimators, ROI walkthroughs) from configurable logic, deploy anywhere.
  • Hypervariant — a persistent workspace for living hyperbolic worlds. Non-Euclidean geometry you can keep.
  • Aliquot Watch — watching aliquot sequences chase their open problems in real time. Recreational number theory, running in production.

🧪 In the lab

Civilizational simulation at engine scale, and other projects whose north stars are deliberately out of reach. That's what keeps the workshop warm.


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  1. Awesome-0 Awesome-0 Public

    Stops Claude from being talked out of correct code — benchmarked anti-sycophancy skill for Claude Code

    TypeScript 2

  2. docforge docforge Public

    Agent-grade document production MCP server powered by Typst, plus Forge, a Slack agent for document workflows

    TypeScript 1

  3. culprits culprits Public

    Test fails, 40 lines changed — these 3 lines are the culprits. Spectrum-based fault localization (SBFL) for vitest: one command, no config, no LLM.

    TypeScript 1

  4. recon recon Public

    Where is feature X implemented? Feature location by per-test coverage diff for vitest — ranked lines with the tests that prove it.

    TypeScript 1

  5. diffbisect diffbisect Public

    Which hunks in your dirty working tree broke the test? Delta debugging below commit granularity.

    TypeScript 1

  6. apd apd Public

    Algorithmic debugging for Vitest and Jest — divide-and-query one failing test's call tree with an LLM oracle to name the function that returns the wrong value.

    TypeScript 1

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