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ch040602/README.md

ch040602

I maintain practical tools around agent workflows, markdown-based document automation, and reusable Codex-style skills.

Focus

  • Agentic retrieval workflows with grounded synthesis
  • Token-budget tooling for Codex and Claude-style agent clients
  • Markdown-to-editable-PowerPoint pipelines
  • Review, QA, and safety tooling for skill packages

Current Skill Projects

Retrieval

  • agentic-rag
    Active | agentic-rag | rag | retrieval
    Agentic RAG workflow for markdown corpora, query rewriting, sufficient-context checks, and grounded synthesis.

Agent Runtime Efficiency

  • Save-The-Token
    Active | codex | claude | mcp | token-budget
    Local-first MCP token budget doctor for scanning agent config, probing tool schema surface area, and generating slimmer enabled-tool guidance.

Review and Safety

  • agent-prompt-injection-zoo
    Active | agent-security | prompt-injection | dataset
    Source-backed archive of 250 normalized agent prompt-injection incident and research records, with 300 sources, sanitized case pages, patterns, schemas, exports, and freshness checks.

  • anti-ai-slop
    Active | review | output-quality | ai-slop
    Review assistant for finding generic, template-like, or low-specificity AI output patterns across writing, UI, slides, reports, and code.

  • skill-vaccine
    Active | skill-security | static-analysis | policy
    Static and semantic review tooling for inspecting agent skill packages, permissions, prompt-injection risks, policy boundaries, and registry readiness.

Document Automation

  • MDPR
    Active | markdown-to-pptx | powerpoint | automation
    Deterministic Markdown-to-editable-PPTX runtime with layout planning, theme support, and visual validation.

    • mdpr-skill
      Companion skill | codex-skill | mdpr | visual-qa
      Optional Codex skill for review hints, visual QA, and checks around the MDPR rendering pipeline.

    • mdpr-ppt
      Incomplete | office-js | powerpoint-addin | mdpr
      PowerPoint-side bridge for inspecting selected objects and turning them into MDPR component candidates.

Project Map

MDPR is the main document automation runtime. mdpr-skill adds agent-side review support, while mdpr-ppt is still incomplete and focuses on the PowerPoint add-in bridge.

Agentic RAG projects cover retrieval and grounded synthesis workflows. Save-The-Token focuses on reducing agent-context waste around MCP tools without removing orchestration control. Review and safety tools support higher-quality skill packages and generated artifacts.

Pinned Loading

  1. Cau-Lipple/lipple-app Cau-Lipple/lipple-app Public

    Dart 4

  2. Skills_Paper-summary Skills_Paper-summary Public

    Python 1

  3. Chatgpt-web-booster_chrome_extension Chatgpt-web-booster_chrome_extension Public

    JavaScript

  4. Review-Driven-Development Review-Driven-Development Public

    Python 1

  5. MdPr MdPr Public

    Deterministic Markdown-to-editable-PPTX runtime with layout planning, theme support, and visual validation.

    TypeScript 11

  6. per-monitor-virtual-desktop per-monitor-virtual-desktop Public

    Per-monitor virtual desktop control for Windows

    C#