Tao 3000
Official@tao3k
Offers architectural analysis, semantic vector indexing, and repository-level code auditing for complex software engineering environments.
Agent Skills by Tao 3000
Showing 23 vetted skills indexed across 2 GitHub repositories.
tao3kauditor_neuron
Audit Rust and Python code against architectural integrity and zero-copy standards.
tao3kforge-evolution
Extract failure DNA from repeated agent failures to synthesize persona blueprints.
tao3kskill2
Apply a deterministic string transform via a Python process function.
tao3kskill1
Process input strings into deterministic output for tests and workflows.
tao3kresearcher
Execute research graphs and orchestrate sequential research tasks.
tao3kresearch
Analyze data topology and relationships to derive actionable insights.
tao3kpaper-banana
Generate NeurIPS-styled BPMN/DMN diagrams with XML outputs and audit traces.
tao3kmemory
Store and retrieve short-term operational memories as semantic vectors.
tao3kskill
Discover @omni tools and generate exact usage templates with input schemas.
tao3kembedding
Convert text into fixed 2560-dimension vectors for semantic search and similarity.
tao3kknowledge
Retrieve project documentation and coding standards via hybrid search.
tao3kdemo
Demonstrate UltraRAG tracing of LangGraph pipelines with YAML tests.
tao3ksoftware_engineering
Analyze codebase architecture, patterns, and tech stacks across languages.
tao3kpython_engineering
Automate Python linting, formatting, and type checking with ruff, black, and pyright.
tao3kdocumentation
Enforce a Knowledge Harvest workflow with frontmatter and naming conventions.
tao3kcrawl4ai
Crawl a target URL and generate a lightweight page skeleton for targeted extraction.
tao3k_template
Scaffold a new skill project skeleton with scripts, tests, and SKILL.md manifest.
tao3kadvanced_tools
Locate files and search code across large projects with fd and ripgrep.
tao3kcode_tools
Search code repositories by structure, semantics, or exact text.
tao3komniCell
Execute system commands and Nushell scripts, returning structured JSON results.
tao3krust_engineering
Analyze Rust Cargo dependencies and project structure to plan builds.
tao3kwriter
Lints writing style and validates Markdown structure for documentation workflows.
tao3kgit
Identify and activate Git tasks for committing, branching, pushing, and PR management.
Frequently Asked Questions About Tao 3000
FAQPage SchemaWhat specific technical tasks can I perform using Tao 3000?▼
You can perform deep codebase architectural analysis, audit Rust and project dependencies, generate BPMN/DMN diagrams, and execute semantic vector searches across documentation. It enables precise repository navigation using ripgrep and fd, alongside structured system command execution via Nushell.
Which personas benefit most from these engineering capabilities?▼
Software architects, senior backend engineers, and technical auditors benefit from these capabilities. The system is designed for professionals managing large-scale repositories who require automated architectural integrity checks, dependency analysis, and structured documentation harvesting.
What are the primary prerequisites for integrating these capabilities?▼
Integration requires a local environment capable of executing Nushell, Rust Cargo, and standard repository management utilities. Users must ensure their codebase adheres to the defined frontmatter and naming conventions to enable effective knowledge harvesting and semantic vector indexing.