ANALYSIS-paper template — section overview

Used when promoting a paper from REVIEWED.md to a standalone deep dive (ANALYSIS-arxiv-<id>-<slug>.md).

Frontmatter fields

title: "Analysis — <Paper Short Name> (<FirstAuthorYYYY>)"
date: YYYY-MM-DD
type: analysis
paper:
  id: "arxiv:XXXX.XXXXX"
  title: "<Full paper title>"
  authors: [...]
  year: YYYY
  venue: "<arXiv / conference / journal>"
links: [...]
artifacts:
  pdf: "references/papers/<paper-id>.pdf"
  text: "references/papers/<paper-id>.md"
source:
  - "references/<paper-reference-summary>.md"

Body structure (3 stages)

Stage 1 — Descriptive

1.1 Problem statement
1.2 Core approach
1.3 Context representation and data model
1.4 Injection path (inputs → selection → gating → assembly)
1.5 Compression / summarisation path (trigger → method → fidelity → output)
1.6 Eviction / truncation policy (overflow → eviction order → recovery)
1.7 What the paper explicitly does not cover

Stage 2 — Evaluative

2.1 Evaluation setup (as reported)
2.2 Main results (as reported)
2.3 Strengths
2.4 Limitations / open questions
2.5 Reproducibility

Stage 3 — Synthesis hooks

3.1 Comparison to adjacent work
3.2 Mapping to repo themes (compression / tiered loading / token budgeting / injection / benchmarking)
3.3 Concrete takeaways (actionable)