Python/耐烧蚀合金智能体/wiki/schema.md

Wiki Schema — Research Deep-Dive

Page Types

Type	Directory	Purpose
entity	wiki/entities/	Named things (people, tools, organizations, datasets)
concept	wiki/concepts/	Ideas, techniques, phenomena, frameworks
source	wiki/sources/	Papers, articles, talks, books, blog posts
query	wiki/queries/	Open questions under active investigation
comparison	wiki/comparisons/	Side-by-side analysis of related entities
synthesis	wiki/synthesis/	Cross-cutting summaries and conclusions
overview	wiki/	High-level project summary (one per project)
thesis	wiki/thesis/	Working hypothesis and its evolution over time
methodology	wiki/methodology/	Research methods, protocols, and study designs
finding	wiki/findings/	Individual empirical results or observations

Naming Conventions

• Files: kebab-case.md
• Entities: match official name where possible (e.g., openai.md, gpt-4.md)
• Concepts: descriptive noun phrases (e.g., chain-of-thought.md)
• Sources: author-year-slug.md (e.g., wei-2022-cot.md)
• Queries: question as slug (e.g., does-scale-improve-reasoning.md)
• Theses: hypothesis as slug (e.g., scaling-improves-reasoning.md)
• Methodologies: method name (e.g., systematic-review.md, ablation-study.md)
• Findings: descriptive slug (e.g., larger-models-better-few-shot.md)

Frontmatter

All pages must include YAML frontmatter:

---
type: entity | concept | source | query | comparison | synthesis | overview
title: Human-readable title
tags: []
related: []
created: YYYY-MM-DD
updated: YYYY-MM-DD
---

Source pages also include:

authors: []
year: YYYY
url: ""
venue: ""

Thesis pages also include:

confidence: low | medium | high
status: speculative | supported | refuted | settled

Finding pages also include:

source: "[[source-slug]]"
confidence: low | medium | high
replicated: true | false | null

Index Format

wiki/index.md lists all pages grouped by type. Each entry:

- [[page-slug]] — one-line description

Log Format

wiki/log.md records activity in reverse chronological order:

## YYYY-MM-DD

- Action taken / finding noted

Cross-referencing Rules

• Use [[page-slug]] syntax to link between wiki pages
• Every entity and concept should appear in wiki/index.md
• Queries link to the sources and concepts they draw on
• Synthesis pages cite all contributing sources via related:
• Findings link back to their source via the source: frontmatter field
• Thesis pages reference supporting and refuting findings via related:
• Methodology pages are cited by the findings that used them

Contradiction Handling

When sources contradict each other:

1. Note the contradiction in the relevant concept or entity page
2. Create or update a query page to track the open question
3. Link both sources from the query page
4. Resolve in a synthesis page once sufficient evidence exists

Research-Specific Conventions

• Keep the thesis pages updated as evidence accumulates — they are living documents
• Every finding should assess replication status when known
• Methodology pages explain the why (rationale) not just the how
• Distinguish between direct evidence and inference in finding pages