use std::collections::HashMap;
use crate::core::tokens::count_tokens;
const COMPRESSIBLE_COMMANDS: &[(&str, &str, &str)] = &[
("git", "git status/diff/log/add/commit/push", "80-95%"),
("cargo", "cargo build/test/clippy", "80-95%"),
("npm", "npm install/run/test", "60-85%"),
("pnpm", "pnpm install/run/test", "60-85%"),
("yarn", "yarn install/run/test", "60-85%"),
("docker", "docker ps/images/logs/build", "60-80%"),
("kubectl", "kubectl get/describe/logs", "60-80%"),
("pip", "pip install/list/freeze", "60-85%"),
("go", "go test/build/vet", "75-90%"),
("ruff", "ruff check/format", "80-90%"),
("eslint", "eslint/biome lint", "80-90%"),
("prettier", "prettier --check", "70-80%"),
("tsc", "TypeScript compiler", "80-90%"),
("curl", "HTTP requests", "60-80%"),
("grep", "grep/rg search", "50-80%"),
("find", "find files", "50-70%"),
("ls", "directory listing", "50-70%"),
("pytest", "Python tests", "85-95%"),
("rspec", "Ruby tests", "60-80%"),
("aws", "AWS CLI", "60-80%"),
("helm", "Kubernetes Helm", "60-80%"),
("terraform", "Terraform", "60-80%"),
("ansible", "Ansible", "60-80%"),
("prisma", "Prisma ORM", "70-85%"),
("cmake", "CMake build", "60-80%"),
("bazel", "Bazel build", "60-80%"),
("zig", "Zig build/test", "60-80%"),
("swift", "Swift build/test", "60-80%"),
("deno", "Deno runtime", "60-80%"),
("bun", "Bun runtime", "60-80%"),
("composer", "PHP Composer", "60-80%"),
("mix", "Elixir Mix", "60-80%"),
];
pub fn discover_from_history(history: &[String], limit: usize) -> String {
let mut missed: HashMap<&str, u32> = HashMap::new();
let mut already_optimized = 0u32;
let mut total_commands = 0u32;
for cmd in history {
let trimmed = cmd.trim();
if trimmed.is_empty() {
continue;
}
total_commands += 1;
if trimmed.starts_with("lean-ctx ") {
already_optimized += 1;
continue;
}
for (prefix, _, _) in COMPRESSIBLE_COMMANDS {
if trimmed.starts_with(prefix) || trimmed.starts_with(&format!("{prefix} ")) {
*missed.entry(prefix).or_insert(0) += 1;
break;
}
}
}
if missed.is_empty() {
return format!(
"No missed savings found in last {total_commands} commands. \
{already_optimized} already optimized."
);
}
let mut sorted: Vec<_> = missed.into_iter().collect();
sorted.sort_by(|a, b| b.1.cmp(&a.1));
let mut result = Vec::new();
result.push(format!(
"Analyzed {total_commands} commands ({already_optimized} already optimized):"
));
result.push(String::new());
let total_missed: u32 = sorted.iter().map(|(_, c)| c).sum();
result.push(format!(
"{total_missed} commands could benefit from lean-ctx:"
));
result.push(String::new());
for (prefix, count) in sorted.iter().take(limit) {
let info = COMPRESSIBLE_COMMANDS
.iter()
.find(|(p, _, _)| p == prefix)
.map(|(_, desc, savings)| format!("{desc} ({savings})"))
.unwrap_or_default();
result.push(format!(" {count:>4}x {prefix:<12} {info}"));
}
let est_tokens_per_cmd = 500;
let est_savings_pct = 0.75;
let potential = (total_missed as f64 * est_tokens_per_cmd as f64 * est_savings_pct) as usize;
let potential_usd =
potential as f64 * crate::core::stats::DEFAULT_INPUT_PRICE_PER_M / 1_000_000.0;
result.push(String::new());
result.push(format!(
"Estimated potential: ~{potential} tokens saved (~${potential_usd:.2})"
));
result.push(String::new());
result.push("Fix: run 'lean-ctx init --global' to auto-compress all commands.".to_string());
result.push("Or: run 'lean-ctx init --agent <tool>' for AI tool hooks.".to_string());
let output = result.join("\n");
let tokens = count_tokens(&output);
format!("{output}\n\n[{tokens} tok]")
}