Codebase Analysis

Codebase Analysis for Nerd

Parameter Categories (by impact)

High: Search/ranking weights, resolution thresholds, AI prompt efficiency, token budgets Medium: Temporal decay rates, cache TTLs, batch/concurrency limits, scoring formulas Lower: Animation timing, layout defaults, retry/backoff parameters

Scan Patterns

# Constants and config values
grep -rn "const\|DEFAULT_\|THRESHOLD\|LIMIT\|MAX_\|MIN_\|TIMEOUT\|BATCH\|WEIGHT\|BOOST\|DECAY"

# Float comparisons (thresholds)
grep -rn ">= 0\.\|<= 0\.\|> [0-9]\.\|< [0-9]\."

# Prompt templates
grep -rn "system_prompt\|systemPrompt\|PROMPT\|template\|instructions"

# Tuning TODOs
grep -rn "TODO.*tun\|FIXME.*threshold\|TODO.*calibrat\|TODO.*magic"

Skip: math constants, UI colors/padding, protocol values (HTTP codes), test fixtures, values with citations, parameters in non-executable files (markdown, docs) unless flagged as analytical.