pantheon-ai/agentic-context
Analysis toolkit for agentic context management research. Triage papers and tools into structured reference summaries and REVIEWED.md entries following the agentic-context repo conventions.
93
Quality
93%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Securityby
Advisory
Suggest reviewing before use
reference-paper-template.mdtriage-paper/references/
- title:
- <Full paper title>
- author:
- <First author> et al.
- date:
- YYYY-MM-DD
- type:
- reference
- tags:
- paper, context-management, <compression|tiered-loading|token-budgeting|injection|benchmark|survey>
- source:
- <primary landing page (arXiv abs / publisher DOI)>
- source_alt:
- <PDF link>
- version:
- <arXiv vN / camera-ready / etc>
- context:
- <why we care; what synthesis bucket this supports>
- related:
- ../ANALYSIS-<paper-analysis-file>.md
- files:
- papers/<paper-id>.pdf, papers/<paper-id>.md # optional extracted text snapshot
TL;DR (3–8 bullets)
What's novel / different
What does this do that adjacent work does not?
Mechanism overview
Context representation
How is the context window modeled? (token stream, structured slots, tiered segments, etc.)
Compression / injection path
How is content reduced or selected before injection?
Eviction / truncation policy
What happens when the budget is exceeded?
Token budget model
Hard caps, soft priorities, dynamic adjustment?
Evaluation (as reported)
- Benchmark(s):
- Baseline(s):
- Key metric(s):
- Result(s): (as reported)
Implementation details worth stealing
Open questions / risks / missing details
Notes
Corrections, updates, follow-up pointers.