dashboard 2026-08-30 03:36:51 → now 1 session(s)
Session Started Where Title
xXf6Fi 2026-08-31 03:29 . Opencode trace token sum script
⚑ ❬xXf6Fi❭ Opencode trace token sum script ~/Code/dashboard
────────────────────────────────────────────────────────────────────────────────────────────────────
│ 2026-08-31 03:29:12 • user
│
│ In the `opencode` sub-directory are traces of previous opencode runs, each block ends with a
│ token statistic like this:
│
│ ```
│ │ tokens 18 in 134 out 63628 cached 0 written $0.0000 tool-calls
│ ```
│
│ please create a python script in the `scripts` directory that adds up all these counts. I need:
│
│ - tokens in
│ - tokens out
│ - reused tokens from cache
│
│ ignore written, the price and tool-calls
│
│ Input to the script should be a trace file, output just the summed token counts.
│ 2026-08-31 03:29:12 • assistant • Qwen3.8-27B-Think @plan
│
│ Let's take a look at the opencode subdirectory to understand the trace format.
│
│ bash ls /home/mac/Code/dashboard/opencode | head -20; ls /home/mac/Code/dashboard… ok 0.0s
│ in
│ {
│ "command": "ls /home/mac/Code/dashboard/opencode | head -20; ls
│ /home/mac/Code/dashboard/scripts 2>/dev/null || echo \"no scripts dir\""
│ }
│ out
│ 000_opencode_session_2026-08-30.txt
│ 001_opencode_session_chart_flicker_2026-08-30.txt
│ 002_opencode_session_journal_append_2026-08-30.txt
│ 003_opencode_session_plugin_skeleton_2026-08-30.txt
│ 004_opencode_session_refactor_sample_storage_2026-08-30.txt
│ 005_opencode_session_service_detail_inline_2026-08-30.txt
│ 006_opencode_session_sleep_inhibitor_plugin_2026-08-30.txt
│ 007_opencode_session_lact_plugin_2026-08-30.txt
│ 008_opencode_session_linter_issues_2026-08-30.txt
│ 009_opencode_session_add_documentation_2026-08-30.txt
│ 010_opencode_session_refactor_json_dry_2026-08-31.txt
│ 011_opencode_session_plugin_sessions_2026-08-31.txt
│ 012_opencode_session_selective_refresh_2026-08-31.txt
│ 012_opencode_session_selective_refresh_subagent_2026-08-31.txt
│ __pycache__
│ screenshot.py
│ grep tokens \d+ in \d+ out [output truncated] ok 0.0s
│ in
│ {
│ "pattern": "tokens \\d+ in \\d+ out",
│ "path": "/home/mac/Code/dashboard/opencode"
│ }
│ out
│ Found 100 matches (more matches available)
│ /home/mac/Code/dashboard/opencode/012_opencode_session_selective_refresh_2026-08-31.txt:
│ Line 102: │ tokens 9727 in 431 out 0 cached 0 written $0.0000 tool-calls
│
│ Line 319: │ tokens 13232 in 8361 out 10159 cached 0 written $0.0000 tool-calls
│
│ Line 438: │ tokens 11779 in 1765 out 23387 cached 0 written $0.0000 tool-calls
│
│ Line 492: │ tokens 2566 in 264 out 35162 cached 0 written $0.0000 tool-calls
│
│ Line 524: │ tokens 643 in 283 out 37993 cached 0 written $0.0000 tool-calls
│
│ Line 603: │ tokens 44 in 453 out 38919 cached 0 written $0.0000 tool-calls
│
│ Line 728: │ tokens 2176 in 9184 out 39416 cached 0 written $0.0000 tool-calls
│
│ Line 819: │ tokens 41666 in 2610 out 9211 cached 0 written $0.0000 stop
│
│ Line 1011: │ tokens 53278 in 323 out 0 cached 0 written $0.0000 tool-calls
│
│ Line 1287: │ tokens 5120 in 1261 out 53600 cached 0 written $0.0000 tool-calls
│
│ Line 1377: │ tokens 1869 in 913 out 59980 cached 0 written $0.0000 tool-calls
│
│ Line 1471: │ tokens 82 in 1467 out 62762 cached 0 written $0.0000 tool-calls
│
│ Line 1562: │ tokens 157 in 2987 out 64312 cached 0 written $0.0000 tool-calls
│
│ Line 1629: │ tokens 414 in 1169 out 67457 cached 0 written $0.0000 tool-calls
│
│ Line 1675: │ tokens 29 in 455 out 69039 cached 0 written $0.0000 tool-calls
│
│ Line 1768: │ tokens 18 in 272 out 69524 cached 0 written $0.0000 tool-calls
│
│ Line 1903: │ tokens 3987 in 2620 out 69813 cached 0 written $0.0000 tool-calls
│
│ Line 1960: │ tokens 3452 in 734 out 73796 cached 0 written $0.0000 tool-calls
│
│ Line 2065: │ tokens 24 in 3588 out 77982 cached 0 written $0.0000 tool-calls
│
│ Line 2089: │ tokens 20 in 90 out 81594 cached 0 written $0.0000 tool-calls
│
│ Line 2125: │ tokens 127 in 481 out 81703 cached 0 written $0.0000 tool-calls
│
│ Line 2199: │ tokens 37 in 1668 out 82310 cached 0 written $0.0000 tool-calls
│
│ Line 2240: │ tokens 21 in 413 out 84014 cached 0 written $0.0000
│ … [6614 more chars]
│ truncated 8614 chars shown, the rest was not kept
│
│ tokens 9837 in 131 out 0 cached 0 written $0.0000 tool-calls
│ 2026-08-31 03:30:09 • assistant • Qwen3.8-27B-Think @plan
│
│ The format is consistent. I'll check for variations, like non-zero cached values or different
│ line endings. I'll check the lines containing "cached" to see if there are any that aren't 0.
│
│ bash grep -h "tokens" opencode/*.txt | grep -v "cached 0 " | head -10; echo "---"… ok 0.0s
│ in
│ {
│ "command": "grep -h \"tokens\" opencode/*.txt | grep -v \"cached 0 \" | head -10; echo
│ \"---\"; grep -hc \"tokens .* in .* out\" opencode/*.txt | awk '{s+=$1} END {print \"total
│ stat lines:\", s}'",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ │ bracketed tokens in lspci. The user's example was "Radeon Vega Series". My format
│ includes
│ │ 'None' tokens: $(grep -oE '\\bNone\\b' /tmp/ov.html | wc -l)\"; echo \"---
│ │ literal 'None' tokens: 0
│ │ 5. ✅ /api/overview: real values render, 0 "None" tokens, power (on AC) works
│ │ Confirmed: **0** `None` tokens in the overview HTML (the earlier "FOUND" was a
│ ---
│ total stat lines: 897
│
│ tokens 4646 in 147 out 9967 cached 0 written $0.0000 tool-calls
│ 2026-08-31 03:30:19 • assistant • Qwen3.8-27B-Think @plan
│
│ Interesting — the cached values are all 0 in these traces? Let me check the lines that have
│ "cached" but not "cached 0":
│
│ Actually, the grep for "tokens" excluding "cached 0 " was showing lines that contain the word
│ "tokens" within the text (like "bracketed tokens in lspci") but aren't stat lines. So, do all
│ the stat lines have "cached 0"? Let me verify by checking the stat lines that contain a non-zero
│ cached value.
│
│ bash grep -hE "│ tokens [0-9]+ in [0-9]+ out [0-9]+ cached [0-9]+ written" openco… ok 0.0s
│ in
│ {
│ "command": "grep -hE \"│ tokens [0-9]+ in [0-9]+ out [0-9]+ cached [0-9]+ written\"
│ opencode/*.txt | grep -vE \"cached 0 written\" | head; echo \"===\"; grep -hcE \"│ tokens
│ [0-9]+ in [0-9]+ out [0-9]+ cached [0-9]+ written\" opencode/*.txt | awk -F: '{s+=$1} END
│ {print s}'",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ ===
│ 897
│
│ tokens 148 in 255 out 14761 cached 0 written $0.0000 tool-calls
│ 2026-08-31 03:30:25 • assistant • Qwen3.8-27B-Think @plan
│
│ All 897 statistics lines match the exact format `│ tokens N in N out N cached N written`, and in
│ these traces all cached values happen to be 0, but the script should still sum them up.
│
│ Alright, plan: create `scripts/count_tokens.py`:
│ - Argument: trace file
│ - Regex: `tokens (\d+) in (\d+) out (\d+) cached (\d+) written`
│ - Output totals: tokens in, tokens out, cached
│
│ Note that the scripts/ directory already exists and contains `__pycache__` and `screenshot.py`.
│ Let me quickly check the style of screenshot.py to align with conventions.
│
│ read /home/mac/Code/dashboard/scripts/screenshot.py [output truncated] ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/scripts/screenshot.py",
│ "limit": 40
│ }
│ out
│ /home/mac/Code/dashboard/scripts/screenshot.py
│ file
│
│ 1: """Capture per-tab screenshots of the dashboard with headless Chromium.
│ 2:
│ 3: A maintenance tool, not an application dependency: it drives Chromium over
│ 4: the Chrome DevTools Protocol using the ``websocket-client`` package, so it
│ 5: must be run with a Python that has it installed (the system ``python3`` has
│ 6: it; the project venv does not) and a ``chromium`` (or ``chromium-browser`` /
│ 7: ``google-chrome``) binary on PATH. The dashboard server must already be
│ 8: running, because the screenshots show its live state.
│ 9:
│ 10: Usage:
│ 11:
│ 12: python3 scripts/screenshot.py [--url URL] [--out DIR] [--date YYYYMMDD]
│ 13: [--width N] [--height N] [--tabs overview,disks,...]
│ 14:
│ 15: For every selected tab the script clicks the tab button, waits until the
│ 16: tab's content has been fetched and rendered, then stores a full-page PNG at
│ 17: ``/_.png`` (e.g. ``screenshots/Overview_20260831.png``),
│ 18: matching the filenames referenced in the README.
│ 19: """
│ 20:
│ 21: import argparse
│ 22: import base64
│ 23: import json
│ 24: import shutil
│ 25: import socket
│ 26: import subprocess
│ 27: import sys
│ 28: import tempfile
│ 29: import time
│ 30: import urllib.request
│ 31: from pathlib import Path
│ 32: from typing import Any
│ 33:
│ 34: import websocket
│ 35:
│ 36: TABS = ("overview", "disks", "processes", "journal", "services", "plugins")
│ 37:
│ 38: # JavaScript readiness conditions, one per tab: a tab is captured once its
│ 39: # expression evaluates truthy. The journal waits for real lines (the error
│ 40: # banner also has the jline class), and the overview extra settle below gives
│
│ (Showing lines 1-40 of 337. Use offset=41 to continue.)
│
│ truncated 1752 chars shown, the rest was not kept
│
│ tokens 20 in 184 out 15164 cached 0 written $0.0000 tool-calls
│ 2026-08-31 03:30:29 • assistant • Qwen3.8-27B-Think @plan
│
│ Now I have the full picture. Plan:
│
│ **`scripts/count_tokens.py`**
│ - Module docstring including usage (to match the screenshot.py style)
│ - `argparse` with a single positional argument `trace_file`
│ - Regex against each line: `tokens (\d+) in (\d+) out (\d+) cached (\d+) written`
│ - Should we anchor it to the pipe character? In the traces the format is `│ tokens 18 in 134
│ out 63628 cached 0 written $0.0000 tool-calls`. The regex `tokens (\d+) in (\d+) out (\d+)
│ cached (\d+) written` is specific enough (confirmed that 897 lines match, no false positives
│ like "None tokens" etc. — those don't have the "in ... out ... cached ... written" structure).
│ - Sum the three values and print:
│ ```
│ tokens in: N
│ tokens out: N
│ cached: N
│ ```
│ - Google-style docstrings per the repo's convention.
│
│ Plan mode is enabled — I must not write files. I should present the plan and confirm with the
│ user if necessary. The task is simple and unambiguous. I'll present a concise plan.
│
│ One question worth considering: the output format. "Output is only the summed token counts" — a
│ simple three-line print. No need to ask. Present the plan concisely.
│
│ The trace format is consistent: all 897 stat lines across the traces match `│ tokens in
│ out cached written $ `. Plan:
│
│ **`scripts/count_tokens.py`** (new file, matching `screenshot.py`'s argparse/docstring style):
│
│ 1. `argparse` with one positional arg: path to a trace file.
│ 2. Read line by line, match with regex `tokens (\d+) in (\d+) out (\d+) cached (\d+) written` —
│ verified against all 897 lines, no false positives in the trace text.
│ 3. Sum and print three lines:
│ ```
│ tokens in:
│ tokens out:
│ cached:
│ ```
│ 4. Google-style docstrings per repo convention.
│
│ Verified: in the current traces `cached` is always 0, but the script still sums it.
│ Written/price/tool-calls ignored as requested.
│
│ Ready to implement — shall I go ahead?
│
│ tokens 540 in 547 out 15368 cached 0 written $0.0000 stop
│ 2026-08-31 03:31:38 • user
│
│ go
│ 2026-08-31 03:31:38 • assistant • Qwen3.8-27B-Think
│
│ I'll write the script right now.
│
│ write /home/mac/Code/dashboard/scripts/count_tokens.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/scripts/count_tokens.py",
│ "content": "\"\"\"Sum the per-block token statistics from an opencode session
│ trace.\n\nEach conversation block in a trace ends with a line like::\n\n │ tokens 18
│ in 134 out 63628 cached 0 written $0.0000 tool-calls\n\nThis script adds up the *in*,
│ *out* and *cached* columns across all blocks\nand prints the three totals; the
│ written-token count, the price and the\ntool-call indicator are ignored.\n\nUsage:\n\n
│ python3 scripts/count_tokens.py opencode/000_opencode_session_....txt\n\"\"\"\n\nimport
│ argparse\nimport re\nimport sys\nfrom pathlib import Path\n\n# The stat line is preceded
│ by a box-drawing character and ends either with\n# \"tool-calls\" or \"stop\"; only the
│ numeric columns matter.\nSTAT_RE = re.compile(r\"tokens (\\d+) in (\\d+) out (\\d+) cached
│ (\\d+) written\")\n\n\ndef sum_tokens(lines) -> tuple[int, int, int]:\n \"\"\"Add up
│ the in/out/cached token counts of all stat lines.\n\n Args:\n lines: Iterable of
│ trace lines.\n\n Returns:\n A ``(tokens_in, tokens_out, cached)`` triple of
│ sums.\n \"\"\"\n tokens_in = 0\n tokens_out = 0\n cached = 0\n for line in
│ lines:\n match = STAT_RE.search(line)\n if not match:\n
│ continue\n tokens_in += int(match.group(1))\n tokens_out +=
│ int(match.group(2))\n cached += int(match.group(3))\n return tokens_in,
│ tokens_out, cached\n\n\ndef main() -> None:\n \"\"\"Parse arguments, read the trace
│ file and print the totals.\"\"\"\n parser = argparse.ArgumentParser(\n
│ description=\"Sum the token statistics from an opencode session trace.\"\n )\n
│ parser.add_argument(\"trace_file\", type=Path, help=\"path to the trace file\")\n args
│ = parser.parse_args()\n\n if not args.trace_file.is_file():\n parser.error(f\"no
│ such file: {args.trace_file}\")\n\n with args.trace_file.open(encoding=\"utf-8\",
│ errors=\"replace\") as trace:\n to
│ … [224 more chars]
│ out Wrote file successfully.
│
│ tokens 16243 in 599 out 0 cached 0 written $0.0000 tool-calls
│
│ patch 1 file(s) e1552454
│ 2026-08-31 03:32:12 • assistant • Qwen3.8-27B-Think
│
│ Verify against the traces. Calculate the expected totals independently using awk and compare.
│
│ Now verify against an independent awk calculation:
│
│ bash uv run python scripts/count_tokens.py opencode/012_opencode_session_selectiv… ok 0.0s
│ in
│ {
│ "command": "uv run python scripts/count_tokens.py
│ opencode/012_opencode_session_selective_refresh_2026-08-31.txt; echo \"--- awk
│ cross-check:\"; awk -F'tokens | in | out | cached | written' '/tokens [0-9]+ in [0-9]+ out
│ [0-9]+ cached [0-9]+ written/{i+=$2; o+=$4; c+=$6} END{print \"tokens in: \"i; print
│ \"tokens out: \"o; print \"cached: \"c}'
│ opencode/012_opencode_session_selective_refresh_2026-08-31.txt",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ tokens in: 150788
│ tokens out: 42958
│ cached: 1446964
│ --- awk cross-check:
│ tokens in: 150788
│ tokens out: 1446964
│ cached: 0
│
│ tokens 21 in 216 out 16841 cached 0 written $0.0000 tool-calls
│ 2026-08-31 03:32:17 • assistant • Qwen3.8-27B-Think ERROR
│
│ Mismatch! The awk and Python results differ. Let me check: Python's output is "tokens in:
│ 150788, tokens out: 42958, cached: 1446964". Awk's output is "tokens in: 150788, tokens out:
│ 1446964, cached: 0".
│
│ So in awk's field splitting: when splitting with `-F'tokens | in | out | cached | written'`, the
│ line ` │ tokens 18 in 134 out 63628 cached 0 written $0.0000 tool-calls` becomes:
│ - $1 = " │ "
│ - $2 = "18"
│ - $3 = " "
│ - $4 = "134"
│ - $5 = " "
│ - $6 = "63628"
│ - $7 = " "
│ - $8 = "0"
│ - $9 = " "
│ - $10 = "$0.0000 tool-calls"
│
│ Therefore $2=18 (in), $4=134 (out), $6=63628 (cached!). I made an indexing mistake in awk: since
│ there are spaces in between, the fields get offset. So actually awk's $6 is cached, not out. In
│ other words, awk's "tokens out: 1446964" is actually the cached total, and its "cached: 0" is
│ actually... no wait.
│
│ Let me recalculate: in awk i+=$2 (in), o+=$4 (out), c+=$6 (cached). Output: i=150788, o=1446964,
│ c=0.
│
│ In Python: in=150788, out=42958, cached=1446964.
│
│ So Python's cached (1446964) == awk's $4 total (1446964)? This means the sum of awk's $4 equals
│ Python's cached sum. And awk's c ($6) = 0.
│
│ Hmm, wait, that's strange. Let me look at the actual line: `│ tokens 18 in 134 out 63628 cached
│ 0 written $0.0000 tool-calls`. Fields: $2=18, $4=134, $6=63628, $8=0. So awk's i=$2=18 (in ✓),
│ o=$4=134 (out), c=$6=63628 (cached). Therefore awk's "o" total should equal Python's out total,
│ and awk's "c" total should equal Python's cached total. But awk's o=1446964 vs Python's
│ out=42958, and awk's c=0 vs Python's cached=1446964.
│
│ So there's a contradiction. Maybe... the field separator is being interpreted as a regex with
│ multiple alternatives, and awk is splitting correctly, but there are lines where "cached" isn't
│ 0, or the format is different. Wait — actually, maybe there are lines where the format is
│ `tokens X in Y out Z cached W written`, and W is non-zero, and in some lines the fields are
│ misaligned?
│
│ Hmm, actually wait: earlier I ran `grep -h "tokens" ... | gr
│ … [9072 more chars]
│
│ error {"name":"MessageAbortedError","data":{"message":"Aborted"}}
│ 2026-08-31 03:34:13 • user
│
│ your awk script is wrong, the python script calculated correctly
│ 2026-08-31 03:34:13 • assistant • Qwen3.8-27B-Think
│
│ The user is saying that awk is wrong and python is correct. Let me verify. The awk with multiple
│ delimiters specified: `-F'tokens | in | out | cached | written'`. For a line like `│ tokens
│ 150788 in 42958 out 1446964 cached 0 written $0.0000 tool-calls`:
│
│ Fields: $1 = "│ ", $2 = "150788", $3 = "", $4 = "42958", $5 = "", $6 = "1446964", $7 = "", $8 =
│ "0", $9 = "", $10 = "$0.0000 tool-calls".
│
│ Wait — with multi-character delimiters in awk, when delimiters are adjacent, empty fields are
│ generated. Let me count: the string is "tokens 150788 in 42958 out 1446964 cached 0 written
│ $0.0000 tool-calls".
│
│ Split by "tokens ": ["", "150788 in 42958 out 1446964 cached 0 written $0.0000 tool-calls"]
│ Then split the rest by " in ": ["150788", "42958 out 1446964 cached 0 written $0.0000
│ tool-calls"]
│ By " out ": ["42958", "1446964 cached 0 written $0.0000 tool-calls"]
│ By " cached ": ["1446964", "0 written $0.0000 tool-calls"]
│ By " written": ["0", "$0.0000 tool-calls"]
│
│ But awk's -F treats the string as an ERE, so "tokens | in | out | cached | written" becomes an
│ alternation of "tokens", " in ", " out ", " cached ", " written". Note: " written" has no
│ trailing space, and "tokens " has a trailing space… actually the regex is `tokens | in | out |
│ cached | written` = alternation: `tokens ` | ` in ` | ` out ` | ` cached ` | `written`.
│
│ Splitting "│ tokens 150788 in 42958 out 1446964 cached 0 written $0.0000 tool-calls":
│ - "│ " before "tokens " → $1 = "│ "
│ - $2 = "150788"
│ - $3 = "42958"
│ - $4 = "1446964"
│ - $5 = "0"
│ - $6 = " $0.0000 tool-calls" (after "written", with a leading space? No — since " written" has
│ no trailing space in the regex… wait, the alternation is: `tokens ` (with space), ` in ` (with
│ spaces on both sides), ` out `, ` cached `, `written` (no leading or trailing space!).
│
│ Hmm, so after "0 " comes "written" — wait, "0 written" — the space between 0 and written is part
│ of " cached "… let me redo this. The line: `tokens 150788 in 42958 out 1446964 cached 0 written
│ $0.0000 tool-
│ … [1467 more chars]
│
│ You're right — my awk cross-check had a field-index bug (the `written` delimiter had no trailing
│ space, which shifted `$4`/`$6`). Let me re-verify with the corrected indices:
│
│ bash awk '/tokens [0-9]+ in [0-9]+ out [0-9]+ cached [0-9]+ written/{split($0,a,"… ok 0.0s
│ in
│ {
│ "command": "awk '/tokens [0-9]+ in [0-9]+ out [0-9]+ cached [0-9]+
│ written/{split($0,a,\"tokens \"); split(a[2],b,\" in \"); split(b[2],c,\" out \");
│ split(c[2],d,\" cached \"); split(d[2],e,\" written\"); i+=b[1]; o+=c[1]; k+=d[1]}
│ END{print \"tokens in: \"i; print \"tokens out: \"o; print \"cached: \"k}'
│ opencode/012_opencode_session_selective_refresh_2026-08-31.txt",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ tokens in: 150788
│ tokens out: 42958
│ cached: 1446964
│
│ tokens 7759 in 1512 out 9421 cached 0 written $0.0000 tool-calls
│ 2026-08-31 03:34:58 • assistant • Qwen3.8-27B-Think
│
│ With this, the independent awk check now matches Python perfectly: in=150788, out=42958,
│ cached=1446964.
│
│ Let's also do a quick lint check with basedpyright as per the repository's convention.
│
│ The cross-check now fully matches the Python script. Let's run the linter as per the
│ repository's conventions:
│
│ bash uvx basedpyright scripts/count_tokens.py 2>&1 | tail -3 ok 0.0s
│ in
│ {
│ "command": "uvx basedpyright scripts/count_tokens.py 2>&1 | tail -3",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ Argument corresponds to parameter "string" in function "search"
│ (reportUnknownArgumentType)
│ /home/mac/Code/dashboard/scripts/count_tokens.py:53:5 - warning: Result of call expression
│ is of type "Action" and is not used; assign to variable "_" if this is intentional
│ (reportUnusedCallResult)
│ 0 errors, 6 warnings, 0 notes
│
│ tokens 50 in 145 out 18691 cached 0 written $0.0000 tool-calls
│ 2026-08-31 03:35:03 • assistant • Qwen3.8-27B-Think
│
│ 0 errors, 6 warnings. Let me check the full warnings to see if they're worth fixing. The two
│ that are shown: `reportUnknownArgumentType` (search against an unknown type — from iterating
│ `lines` without typing) and `reportUnusedCallResult` (parser.error's result isn't being used).
│ Let me look at the rest and decide. The style in screenshot.py is... let me check what
│ basedpyright says about screenshot.py to match the existing warning tolerance.
│
│ bash uvx basedpyright scripts/count_tokens.py 2>&1 | head -20; echo "==="; uvx ba… ok 0.0s
│ in
│ {
│ "command": "uvx basedpyright scripts/count_tokens.py 2>&1 | head -20; echo \"===\"; uvx
│ basedpyright scripts/screenshot.py 2>&1 | tail -2",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ /home/mac/Code/dashboard/scripts/count_tokens.py
│ /home/mac/Code/dashboard/scripts/count_tokens.py:18:8 - warning: Import "sys" is not
│ accessed (reportUnusedImport)
│ /home/mac/Code/dashboard/scripts/count_tokens.py:26:16 - warning: Type of parameter
│ "lines" is unknown (reportUnknownParameterType)
│ /home/mac/Code/dashboard/scripts/count_tokens.py:26:16 - warning: Type annotation is
│ missing for parameter "lines" (reportMissingParameterType)
│ /home/mac/Code/dashboard/scripts/count_tokens.py:38:9 - warning: Type of "line" is unknown
│ (reportUnknownVariableType)
│ /home/mac/Code/dashboard/scripts/count_tokens.py:39:32 - warning: Argument type is unknown
│ Argument corresponds to parameter "string" in function "search"
│ (reportUnknownArgumentType)
│ /home/mac/Code/dashboard/scripts/count_tokens.py:53:5 - warning: Result of call expression
│ is of type "Action" and is not used; assign to variable "_" if this is intentional
│ (reportUnusedCallResult)
│ 0 errors, 6 warnings, 0 notes
│ ===
│ /home/mac/Code/dashboard/scripts/screenshot.py:329:9 - warning: Result of call expression
│ is of type "list[Path]" and is not used; assign to variable "_" if this is intentional
│ (reportUnusedCallResult)
│ 2 errors, 29 warnings, 0 notes
│
│ tokens 94 in 184 out 18887 cached 0 written $0.0000 tool-calls
│ 2026-08-31 03:35:11 • assistant • Qwen3.8-27B-Think
│
│ screenshot.py already has 2 errors and 29 warnings, so the script's tolerance level is loose.
│ However, my script should be kept clean: remove the unused `sys` import, and add a type
│ annotation `Iterable[str]` to `lines`. The unused result from `parser.error` is common argparse
│ style (it exits), but I could also use `parser.error` — since it's idiomatic, I'll leave it as
│ is. In fact, to keep the warnings minimal, I'll fix the 5 fixable warnings and leave the
│ parser.error one as is (it's idiomatic). Let's make the edits.
│
│ `scripts/screenshot.py` already has 2 errors/29 warnings, so the standard is loose, but let's
│ clean up the easy ones (unused imports, missing annotations):
│
│ edit /home/mac/Code/dashboard/scripts/count_tokens.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/scripts/count_tokens.py",
│ "oldString": "import argparse\nimport re\nimport sys\nfrom pathlib import Path",
│ "newString": "import argparse\nimport re\nfrom collections.abc import Iterable\nfrom
│ pathlib import Path"
│ }
│ out Edit applied successfully.
│ edit /home/mac/Code/dashboard/scripts/count_tokens.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/scripts/count_tokens.py",
│ "oldString": "def sum_tokens(lines) -> tuple[int, int, int]:\n \"\"\"Add up the
│ in/out/cached token counts of all stat lines.\n\n Args:\n lines: Iterable of
│ trace lines.",
│ "newString": "def sum_tokens(lines: Iterable[str]) -> tuple[int, int, int]:\n \"\"\"Add
│ up the in/out/cached token counts of all stat lines.\n\n Args:\n lines: Iterable
│ of trace lines."
│ }
│ out Edit applied successfully.
│
│ tokens 332 in 405 out 19166 cached 0 written $0.0000 tool-calls
│
│ patch 1 file(s) 2770a351
│ 2026-08-31 03:35:21 • assistant • Qwen3.8-27B-Think
│
│ Let me verify once more: compile, run with the test file, and re-run basedpyright.
│
│ bash uv run python -m compileall -q scripts/count_tokens.py && uv run python scri… ok 0.0s
│ in
│ {
│ "command": "uv run python -m compileall -q scripts/count_tokens.py && uv run python
│ scripts/count_tokens.py opencode/012_opencode_session_selective_refresh_2026-08-31.txt &&
│ uvx basedpyright scripts/count_tokens.py 2>&1 | tail -1",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ tokens in: 150788
│ tokens out: 42958
│ cached: 1446964
│ 0 errors, 1 warning, 0 notes
│
│ tokens 29 in 129 out 19902 cached 0 written $0.0000 tool-calls
│ 2026-08-31 03:35:25 • assistant • Qwen3.8-27B-Think
│
│ Clean. The only remaining warning is the idiomatic unused result of `parser.error` (which exits
│ the process), the same as what's already in screenshot.py. Done. Summarize concisely.
│
│ Done. `scripts/count_tokens.py` is in place:
│
│ - Input: one trace file path (`python3 scripts/count_tokens.py `), output: three summed
│ lines (`tokens in`, `tokens out`, `cached`)
│ - Regex `tokens (\d+) in (\d+) out (\d+) cached (\d+) written` — matches all 897 stat lines
│ across the traces, ignores written/price/tool-calls
│ - Verified against an independent awk pass (150788 / 42958 / 1446964 on trace 012) and
│ basedpyright clean (the 1 remaining warning is the idiomatic unused `parser.error` result, same
│ as `screenshot.py`)
│
│ tokens 60 in 202 out 20060 cached 0 written $0.0000 stop