#!/usr/bin/perl use strict; use warnings; use JSON::PP; my $file = shift @ARGV or die "usage: analyze_claude.pl \n"; my $json = JSON::PP->new; my %calls; # id -> {name, args, reqts(epoch ms)} my @results; open my $fh, '<:encoding(UTF-8)', $file or die $!; sub to_epoch { my $iso = shift; return undef unless $iso; # 2026-09-24T22:48:53.885Z if ($iso =~ /^(\d+)-(\d+)-(\d+)T(\d+):(\d+):(\d+)(?:\.(\d+))?Z$/) { my ($Y,$Mo,$D,$H,$Mi,$S,$ms) = ($1,$2,$3,$4,$5,$6,$7//0); require Time::Local; my $epoch = Time::Local::timegm($S,$Mi,$H,$D,$Mo-1,$Y); return $epoch*1000 + $ms; } return undef; } while (my $line = <$fh>) { chomp $line; next unless length $line; my $obj = eval { $json->decode($line) }; next unless $obj; my $ts = to_epoch($obj->{timestamp}); my $msg = $obj->{message} or next; my $role = $msg->{role} // ''; my $content = $msg->{content}; next unless ref($content) eq 'ARRAY'; if ($role eq 'assistant') { for my $c (@$content) { next unless ($c->{type}//'') eq 'tool_use'; my $args = ''; if (ref($c->{input}) eq 'HASH') { $args = $c->{input}{command} // $c->{input}{file_path} // $c->{input}{pattern} // ''; $args = substr((eval{$json->encode($c->{input})}//''),0,200) unless $args; } $calls{$c->{id}} = { name => $c->{name}, args => $args, reqts => $ts }; } } elsif ($role eq 'user') { for my $c (@$content) { next unless ($c->{type}//'') eq 'tool_result'; my $iserror = $c->{is_error} ? 1 : 0; my $snippet = ''; if ($iserror) { my $ct = $c->{content}; if (ref($ct) eq 'ARRAY') { $snippet = substr($ct->[0]{text}//'',0,300); } elsif (!ref($ct)) { $snippet = substr($ct//'',0,300); } } push @results, { id => $c->{tool_use_id}, rests => $ts, iserror => $iserror, snippet => $snippet }; } } } close $fh; my @rows; for my $r (@results) { my $c = $calls{$r->{id}} or next; my $dur = ($r->{rests} && $c->{reqts}) ? ($r->{rests} - $c->{reqts}) : undef; push @rows, { name => $c->{name}, args => $c->{args}, dur => $dur, iserror => $r->{iserror}, snippet => $r->{snippet} }; } my %cnt; $cnt{$_->{name}}++ for @rows; print "=== tool counts ===\n"; for my $k (sort { $cnt{$b} <=> $cnt{$a} } keys %cnt) { print "$k: $cnt{$k}\n"; } print "\n=== top 10 longest ===\n"; my @sorted = sort { ($b->{dur}//0) <=> ($a->{dur}//0) } @rows; for my $i (0..9) { last unless $sorted[$i]; my $row = $sorted[$i]; my $a = $row->{args}; $a =~ s/\s+/ /g; $a = substr($a,0,100); printf "%8dms %-10s %s\n", ($row->{dur}//-1), $row->{name}, $a; } print "\n=== errors ===\n"; my $ec = 0; for my $row (@rows) { next unless $row->{iserror}; $ec++; my $a = $row->{args}; $a =~ s/\s+/ /g; $a = substr($a,0,150); my $s = $row->{snippet}; $s =~ s/\s+/ /g; $s = substr($s,0,200); print "dur=".($row->{dur}//'?')."ms CMD: $a\n ERR: $s\n"; } print "total errors: $ec\n"; my $totaldur = 0; $totaldur += ($_->{dur}//0) for @rows; print "\n=== total tool time (sum durations, ms) === $totaldur\n"; print "=== total tool calls with duration === " . scalar(@rows) . "\n";