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// Copyright 2026 Joseph Stone - All Rights Reserved
//
// Implements: C = (basic ^ 1) + (dependencies ^ 7) + (complex ^ 10) + (files × 10)
// Master formula: a_optimal(C) = W_eff × (1 - 1/ln(C + e))
use crate::config::SpfConfig;
use serde::{Deserialize, Serialize};
/// Result of complexity calculation
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ComplexityResult {
pub tool: String,
pub c: u64,
pub tier: String,
pub analyze_percent: u8,
pub build_percent: u8,
pub a_optimal_tokens: u64,
pub requires_approval: bool,
}
/// Input parameters for complexity calculation
/// EXTENDED: Supports ALL tool types — brain, rag, glob, grep, web
#[derive(Debug, Clone, Deserialize, Default)]
pub struct ToolParams {
// Common
pub file_path: Option<String>,
// Edit
pub old_string: Option<String>,
pub new_string: Option<String>,
pub replace_all: Option<bool>,
// Write
pub content: Option<String>,
// Bash
pub command: Option<String>,
// Search (glob/grep)
pub query: Option<String>,
pub pattern: Option<String>,
pub path: Option<String>,
// Brain operations
pub collection: Option<String>,
pub limit: Option<u64>,
pub text: Option<String>,
pub title: Option<String>,
// RAG/Web operations
pub url: Option<String>,
pub topic: Option<String>,
pub category: Option<String>,
// Controlled tools (VL block — gate validation fields)
pub tool_name: Option<String>, // spf_flint_execute: delegated tool name
pub reason: Option<String>, // spf_flint_execute: justification string
pub peer_key: Option<String>, // spf_mesh_call: target peer hex key
pub message: Option<String>, // spf_transformer_chat: chat input
pub prompt: Option<String>, // spf_transformer_infer: inference prompt
pub batch_size: Option<u64>, // spf_transformer_train: training batch size
}
// ============================================================================
// DYNAMIC COMPLEXITY HELPERS
// complex^10: 1→1, 2→1024, 3→59049, 4→1048576
// files×10: scales linearly with affected file count
// ============================================================================
/// Calculate dynamic complexity factor (0-4 scale)
/// This is the primary lever for tier escalation via ^10 exponent
fn calc_complex_factor(content_len: u64, has_risk: bool, is_architectural: bool) -> u64 {
let mut complex: u64 = 0;
// Size-based complexity
if content_len > 200 { complex += 1; } // Moderate size
if content_len > 1000 { complex += 1; } // Large change
if content_len > 5000 { complex += 1; } // Very large change
// Risk indicators add complexity
if has_risk { complex += 1; }
// Architectural changes are highest complexity
if is_architectural { complex = complex.max(3); }
complex.min(4) // Cap at 4 (4^10 = 1,048,576)
}
/// Calculate dynamic files factor based on scope
fn calc_files_factor(path: &str, pattern: &str, cmd: &str) -> u64 {
// Codebase-wide operations
if cmd.contains("find") || cmd.contains("xargs") || cmd.contains("-r ") {
return 100; // 100×10 = 1000
}
// Recursive glob
if pattern.contains("**") || path.contains("**") || cmd.contains("**") {
return 50; // 50×10 = 500
}
// Simple glob
if pattern.contains("*") || path.contains("*") || cmd.contains("*") {
return 20; // 20×10 = 200
}
// Root directory = potentially many files
if path == "." || path == "/" || path.ends_with("src") || path.ends_with("lib") {
return 20;
}
// Default single file
1
}
/// Check if file is architectural (config, main, lib, mod)
fn is_architectural_file(path: &str) -> bool {
let p = path.to_lowercase();
p.contains("config") || p.contains("main.") || p.contains("lib.")
|| p.contains("mod.") || p.contains("cargo.toml") || p.contains("package.json")
|| p.contains(".env") || p.contains("settings") || p.contains("schema")
|| p.ends_with("rc") || p.ends_with(".yaml") || p.ends_with(".yml")
}
/// Check if content has risk indicators
fn has_risk_indicators(content: &str) -> bool {
content.contains("delete") || content.contains("drop") || content.contains("remove")
|| content.contains("truncate") || content.contains("override")
|| content.contains("force") || content.contains("unsafe")
|| content.contains("rm ") || content.contains("sudo")
}
/// Calculate complexity value C for a tool call
pub fn calculate_c(tool: &str, params: &ToolParams, config: &SpfConfig) -> u64 {
let (basic, dependencies, complex_factor, files) = match tool {
"Edit" | "spf_edit" => {
let old_str = params.old_string.as_deref().unwrap_or("");
let new_str = params.new_string.as_deref().unwrap_or("");
let old_len = old_str.len() as u64;
let new_len = new_str.len() as u64;
let total_len = old_len + new_len;
let file_path = params.file_path.as_deref().unwrap_or("");
let basic = config.complexity_weights.edit.basic + total_len / 20;
// Dependencies: replace_all affects more, large diffs have cascading effects
let mut deps = if params.replace_all.unwrap_or(false) { 3u64 } else { 1 };
if total_len > 500 { deps += 1; }
// Complex factor: dynamic based on size, risk, architecture
let has_risk = has_risk_indicators(new_str);
let is_arch = is_architectural_file(file_path);
let complex = calc_complex_factor(total_len, has_risk, is_arch);
// Files: edits affect 1 file but replace_all could have wide impact
let files = if params.replace_all.unwrap_or(false) { 5u64 } else { 1 };
(basic, deps, complex, files)
}
"Write" | "spf_write" => {
let content = params.content.as_deref().unwrap_or("");
let content_len = content.len() as u64;
let file_path = params.file_path.as_deref().unwrap_or("");
let basic = config.complexity_weights.write.basic + content_len / 50;
// Dependencies: imports/requires in content indicate deps
let mut deps = config.complexity_weights.write.dependencies;
if content.contains("import ") || content.contains("require(")
|| content.contains("use ") || content.contains("mod ") {
deps += 2;
}
// Complex factor: dynamic
let has_risk = has_risk_indicators(content);
let is_arch = is_architectural_file(file_path);
let complex = calc_complex_factor(content_len, has_risk, is_arch);
(basic, deps, complex, 1u64)
}
"Bash" | "spf_bash" => {
let cmd = params.command.as_deref().unwrap_or("");
// Check dangerous commands
let is_dangerous = config.dangerous_commands.iter().any(|d| cmd.contains(d.as_str()));
// Check git operations
let is_git = cmd.contains("git push") || cmd.contains("git reset")
|| cmd.contains("git rebase") || cmd.contains("git merge");
// Check piped/chained
let is_piped = cmd.contains("&&") || cmd.contains("|");
// Dynamic files calculation
let files = calc_files_factor("", "", cmd);
// Count pipe stages as dependencies
let pipe_count = cmd.matches("|").count() as u64;
let chain_count = cmd.matches("&&").count() as u64;
if is_dangerous {
let w = &config.complexity_weights.bash_dangerous;
// Dangerous = high complex factor
(w.basic, w.dependencies + pipe_count + chain_count, 3u64.max(w.complex), files)
} else if is_git {
let w = &config.complexity_weights.bash_git;
// Git operations: complex=2 minimum (1024 added to C)
(w.basic, w.dependencies + pipe_count, 2u64.max(w.complex), files)
} else if is_piped {
let w = &config.complexity_weights.bash_piped;
// Piped: complexity scales with pipe count
let complex = (1 + pipe_count).min(3);
(w.basic, w.dependencies + pipe_count + chain_count, complex, files)
} else {
let w = &config.complexity_weights.bash_simple;
(w.basic, w.dependencies, w.complex, files)
}
}
"Read" | "spf_read" => {
// Reads are safe - encourage information gathering
let w = &config.complexity_weights.read;
(w.basic, w.dependencies, w.complex, w.files)
}
"Glob" | "spf_glob" | "Grep" | "spf_grep" => {
let w = &config.complexity_weights.search;
let path = params.path.as_deref().unwrap_or(".");
let pattern = params.pattern.as_deref().unwrap_or("");
// Dynamic files based on pattern scope
let files = calc_files_factor(path, pattern, "");
// Search complexity based on pattern
let complex = if pattern.len() > 50 { 1u64 } else { w.complex };
(w.basic, w.dependencies, complex, files)
}
// === BRAIN OPERATIONS — MUST BE GATED ===
"brain_search" | "spf_brain_search" => {
let limit = params.limit.unwrap_or(5);
(10, limit, 0, 1)
}
"brain_store" | "spf_brain_store" => {
let text_len = params.text.as_ref().map(|s| s.len()).unwrap_or(0) as u64;
(20 + text_len / 50, 2, if text_len > 5000 { 1 } else { 0 }, 1)
}
"brain_index" | "spf_brain_index" => (50, 5, 1, 10),
"brain_recall" | "spf_brain_recall" |
"brain_context" | "spf_brain_context" |
"brain_list" | "spf_brain_list" |
"brain_status" | "spf_brain_status" |
"brain_list_docs" | "spf_brain_list_docs" |
"brain_get_doc" | "spf_brain_get_doc" => (10, 1, 0, 1),
// === RAG OPERATIONS — MUST BE GATED ===
"rag_collect_web" | "spf_rag_collect_web" => (50, 10, 1, 5),
"rag_fetch_url" | "spf_rag_fetch_url" => (30, 5, 1, 1),
"rag_collect_file" | "spf_rag_collect_file" => (15, 2, 0, 1),
"rag_collect_folder" | "spf_rag_collect_folder" => (30, 5, 0, 10),
"rag_index_gathered" | "spf_rag_index_gathered" => (40, 5, 1, 10),
"rag_collect_drop" | "spf_rag_collect_drop" => (25, 3, 0, 5),
"rag_collect_rss" | "spf_rag_collect_rss" => (25, 5, 0, 5),
"rag_dedupe" | "spf_rag_dedupe" => (20, 3, 0, 1),
"rag_smart_search" | "spf_rag_smart_search" |
"rag_auto_fetch_gaps" | "spf_rag_auto_fetch_gaps" => (40, 8, 1, 5),
"rag_fulfill_search" | "spf_rag_fulfill_search" => (20, 3, 0, 1),
"rag_status" | "spf_rag_status" |
"rag_list_gathered" | "spf_rag_list_gathered" |
"rag_bandwidth_status" | "spf_rag_bandwidth_status" |
"rag_list_feeds" | "spf_rag_list_feeds" |
"rag_pending_searches" | "spf_rag_pending_searches" => (8, 1, 0, 1),
// === WEB OPERATIONS ===
"web_fetch" | "spf_web_fetch" => (30, 5, 1, 1),
"web_search" | "spf_web_search" => (25, 3, 0, 1),
"web_download" | "spf_web_download" => (30, 5, 1, 1),
"web_api" | "spf_web_api" => (25, 3, 0, 1),
// WB-2: Reverse proxy browser tools
"web_connect" | "spf_web_connect" => (20, 2, 0, 1),
"web_navigate" | "spf_web_navigate" => (30, 5, 1, 1),
"web_click" | "spf_web_click" => (15, 2, 0, 1),
"web_fill" | "spf_web_fill" => (15, 2, 0, 1),
"web_select" | "spf_web_select" => (10, 1, 0, 1),
"web_eval" | "spf_web_eval" => (40, 8, 2, 1), // JS eval — higher risk
"web_screenshot" | "spf_web_screenshot" => (10, 1, 0, 1),
"web_design" | "spf_web_design" => (20, 3, 0, 1),
"web_page" | "spf_web_page" => (10, 1, 0, 1),
// CDP BROWSER weights removed — WB-2a (will be re-added in WB-2e for reverse proxy)
// === NOTEBOOK ===
"notebook_edit" | "spf_notebook_edit" => (15, 2, 0, 1),
// === STATUS (low complexity) ===
"status" | "spf_status" | "session" | "spf_session" |
"calculate" | "spf_calculate" => (5, 0, 0, 1),
// === UNKNOWN — default high for safety ===
_ => {
let w = &config.complexity_weights.unknown;
(w.basic, w.dependencies, w.complex, w.files)
}
};
// Apply formula: C = (basic ^ power) + (deps ^ power) + (complex ^ power) + (files × mult)
// HARDCODE: Saturating math prevents overflow — system never breaks
let c = basic.saturating_pow(config.formula.basic_power)
.saturating_add(dependencies.saturating_pow(config.formula.deps_power))
.saturating_add(complex_factor.saturating_pow(config.formula.complex_power))
.saturating_add(files.saturating_mul(config.formula.files_multiplier));
c
}
/// Apply master formula: a_optimal(C) = W_eff × (1 - 1/ln(C + e))
pub fn a_optimal(c: u64, config: &SpfConfig) -> u64 {
let c_f = if c == 0 { 1.0 } else { c as f64 };
let result = config.formula.w_eff * (1.0 - 1.0 / (c_f + config.formula.e).ln());
result.max(0.0) as u64
}
/// Full complexity calculation — returns everything needed for enforcement
pub fn calculate(tool: &str, params: &ToolParams, config: &SpfConfig) -> ComplexityResult {
let c = calculate_c(tool, params, config);
let (tier, analyze, build, requires_approval) = config.get_tier(c);
let tokens = a_optimal(c, config);
ComplexityResult {
tool: tool.to_string(),
c,
tier: tier.to_string(),
analyze_percent: analyze,
build_percent: build,
a_optimal_tokens: tokens,
requires_approval,
}
}
// ============================================================================
// TESTS
// ============================================================================
#[cfg(test)]
mod tests {
use super::*;
use crate::config::SpfConfig;
fn default_config() -> SpfConfig {
SpfConfig::default()
}
#[test]
fn read_produces_simple_tier() {
let config = default_config();
let params = ToolParams::default();
let result = calculate("spf_read", ¶ms, &config);
assert_eq!(result.tier, "SIMPLE");
assert!(result.c < 500, "Read C={} should be < 500", result.c);
}
#[test]
fn simple_bash_is_simple_tier() {
let config = default_config();
let params = ToolParams { command: Some("ls -la".to_string()), ..Default::default() };
let result = calculate("spf_bash", ¶ms, &config);
assert_eq!(result.tier, "SIMPLE", "Simple bash C={} tier={}", result.c, result.tier);
}
#[test]
fn dangerous_bash_is_critical_tier() {
let config = default_config();
let params = ToolParams { command: Some("rm -rf / --no-preserve-root".to_string()), ..Default::default() };
let result = calculate("spf_bash", ¶ms, &config);
assert_eq!(result.tier, "CRITICAL", "Dangerous bash C={} should be CRITICAL", result.c);
assert!(result.c >= 10000);
}
#[test]
fn status_tool_is_minimal_complexity() {
let config = default_config();
let params = ToolParams::default();
let result = calculate("spf_status", ¶ms, &config);
assert!(result.c < 100, "Status C={} should be minimal", result.c);
assert_eq!(result.tier, "SIMPLE");
}
#[test]
fn unknown_tool_uses_default_weights() {
let config = default_config();
let params = ToolParams::default();
let c = calculate_c("totally_unknown_tool", ¶ms, &config);
// unknown: basic=20, deps=3, complex=1, files=1
// C = 20 + 3^7 + 1^10 + 1*10 = 20 + 2187 + 1 + 10 = 2218
assert!(c >= 2000, "Unknown tool C={} should be >= 2000 (LIGHT+)", c);
}
#[test]
fn a_optimal_within_bounds() {
let config = default_config();
let tokens = a_optimal(100, &config);
assert!(tokens > 0, "a_optimal(100) should be > 0");
assert!(tokens < 40000, "a_optimal(100)={} should be < W_eff(40000)", tokens);
}
#[test]
fn a_optimal_zero_input() {
let config = default_config();
let tokens = a_optimal(0, &config);
// C=0 → uses c_f=1.0, ln(1+e) ≈ 1.31, result should be positive
assert!(tokens > 0, "a_optimal(0)={} should still be > 0", tokens);
}
#[test]
fn risk_indicators_detected() {
assert!(has_risk_indicators("please delete this file"));
assert!(has_risk_indicators("sudo make install"));
assert!(has_risk_indicators("rm -rf everything"));
assert!(!has_risk_indicators("create a new file"));
assert!(!has_risk_indicators("read the documentation"));
}
}
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