Research

初始化或更新一个主题研究档案（文件系统）并联动 tasks/mem0，支持长期跟踪（M3）。

File-based task management with shai-tix CLI. Use when user mentions kanban, ticket, planning, task tracking, or references tickets by [id] or #id format. MUST run via: uvx --from shai-tix==0.1.3 shai-tix <cmd>. Data stored in .tix/ directory (NOT .shai-tix/).

Provides token-efficient navigation of PROJECT_INDEX.json for codebase analysis. Use when blast radius analysis, dead code detection, caller dependency analysis, or call stack tracing is needed. Mention 'blast radius', 'find callers', 'dead code', or provide file:line references to trigger. Primary consumer is AI agents requiring deterministic, minimal-token codebase navigation.

Gather sources and summarize research for skillstash skills

Multi-perspective reasoning through Upanishadic Antahkarana voices. Use for complex problems requiring diverse viewpoints and synthesis.

Use this skill to create or update the root AGENTS.md file to register SynthesisFlow skills for AI agent discovery. Triggers include "register SynthesisFlow", "update AGENTS.md", "setup agent guide", or initializing a new project.

Generate high-quality recommendation letters for graduate school (MS/PhD), academic positions (faculty/postdoc), and industry/government/NGO roles. Uses template-based approach with context-aware customization. USE WHEN user says 'write recommendation letter', 'letter of recommendation', 'reference letter', or requests academic/professional recommendations.

Verify educational credentials, degrees, and academic history

Generates professional PDFs from Markdown using Pandoc with XeLaTeX. Use when creating PDFs, needing section numbering, table of contents, bibliography, or custom LaTeX styling.

Probability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, or statistical validation.

Expert product management guidance for product strategy, roadmap planning, feature prioritization, user research, requirements gathering, metrics, and go-to-market strategy. Use when discussing product vision, features, user needs, roadmaps, or product decisions.

Review journal entries and extract valuable knowledge into formal documentation

Quick reference for Smithery and Cloudflare deployment operations. Use for deploying Canvas MCP server, managing workers on ariff.dev, and testing OAuth endpoints.

Deep code review with web research to verify against latest ecosystem. Use when user says 'double check against latest', 'verify versions', 'check security', 'review against docs', or needs deep analysis beyond automatic quality hook.

Expert in ALL computational collage composition: photo mosaics, grid layouts, scrapbook/journal styles, magazine editorial, vision boards, mood boards, social media collages, memory walls, abstract/generative arrangements, and art-historical techniques (Hockney joiners, Dadaist photomontage, Surrealist assemblage, Rauschenberg combines). Masters edge-based assembly, Poisson blending, optimal transport color harmonization, and aesthetic optimization. Activate on 'collage', 'photo mosaic', 'grid layout', 'scrapbook', 'vision board', 'mood board', 'photo wall', 'magazine layout', 'Hockney', 'joiner', 'photomontage'. NOT for simple image editing (use native-app-designer), generating new images (use Stability AI), single photo enhancement (use photo-composition-critic), or basic image similarity search (use clip-aware-embeddings).

CREATE/REPLAN Stories for Epic (5-10 Stories). Delegates ln-001-standards-researcher for standards research. Decompose-First Pattern. Auto-discovers team/Epic.

Use this skill for rigorous theoretical derivation with supercollider mode (G1-G7 simultaneous), diffusion reasoning, and synthesis engine. Applies enhanced Dokkado Protocol with generator hooks, meta-pattern recognition, and cognitive state awareness. Essential for MONAD-level framework development, cross-domain isomorphism detection, and resonant pattern synthesis. Evolution of reasoning-patterns with full gremlin-brain integration.

Document APIs comprehensively with signatures, parameters, return values, errors, and working code examples for developer reference

Provides FastMCP templates, patterns, and reference materials. Use when building MCP servers, implementing FastMCP tools/resources/prompts, or working with MCP protocol compliance.

Generates comprehensive documentation and API references