Can a cheap model install and use TayHCode/daybook?

Newest observation per platform and model. Revisions, runtimes and operations can differ; this is not a ranking. Earlier observations remain in the full history.

All questions / TayHCode/daybook · Full history →

Works

README claims checked out on 4 recorded setups. Untested combinations remain unknown.

Answers apply to each recorded setup, revision and operation. Earlier observations remain in Run details.

Works with my model and platform?
PlatformHaikuLuna
Linuxyesyes
Windows✗ READMEnot tested
macOSyesyes

Linux / Haiku 5.5: yes · Oct 21, 2026 · 71fae3bc372b · claude-code / 2.1.300 (Claude Code)
Recorded operation: .venv/bin/daybook brief --config daybook-demo/config.json --model none --refresh-local --date yesterday --now 2026-10-12T09:00:00Z

Linux / Luna: yes · Oct 21, 2026 · 40e1bd45cf6e · codex / codex-cli 0.163.0
Recorded operation: <guest-path> demo --out /tmp/daybook-replay-out-checker-f7a7784d0d294393aa1a6a6e068b56e1

Windows / Haiku 5.5: not supported per README · Oct 21, 2026 · 71fae3bc372b · claude-code / 2.1.300 (Claude Code)
Recorded operation: 'C:\coldpass\workspace\.venv\Scripts\daybook.exe' demo --out daybook-demo-checker-4b5375775d9f4f26b79ffcc6679c997a

macOS / Haiku 5.5: yes · Oct 21, 2026 · 71fae3bc372b · claude-code / 2.1.300 (Claude Code)
Recorded operation: <guest-path> brief --config daybook-demo/config.json --model none --refresh-local --date yesterday --now 2026-10-12T09:00:00Z

macOS / Luna: yes · Oct 21, 2026 · 40e1bd45cf6e · codex / codex-cli 0.163.0
Recorded operation: <guest-path> demo --out /tmp/daybook-coldpass-probe-fresh-checker-6c4e803d3d7849298591006ac87482a6

Does what it says
2 of 2 claims checked out
  • Every brief starts with a catch-up check even with no model: Real input produced the expected result: ## Check you didn't drop anything

    Source: Every brief starts with **Check you didn't drop anything**, even with `--model none`.

    Input: brief --model none on demo config

    Expected: brief output starts with the catch-up section

    Command: <guest-path> brief --config daybook-demo/config.json --model none --refresh-local --date yesterday --now 2026-10-12T09:00:00Z

    Observed: ## Check you didn't drop anything no brief since Fri 2026-10-09; this covers Fri 2026-10-09–Sun 2026-10-11. Missing complete briefs in reminder lookback: 2026-10-08, 2026-10-10, 2026-10-11. - [cu-55e1f1fada5a4a0b] **sample-app** — demo-feature has commits but no collected PR or merge evidence (coverage may be incomplete).; first seen Fri, carried 3 days - [cu-6e18e869a08d9f05] **sample-app** — demo-feature has no upstream configured (publication unknown).; first seen Fri, carried 3 days - [cu-84adc6b9e266aeae] **sample-app** — Document synthetic parser errors.; first seen Fri, carried 3 days -

  • Local mode makes no model calls: Real input produced the expected result: Model: 0 calls

    Source: Plain local mode has no network client or network subprocess.

    Input: brief --model none on demo config

    Expected: brief reports zero model calls

    Command: <guest-path> brief --config daybook-demo/config.json --model none --refresh-local --date yesterday --now 2026-10-12T09:00:00Z

    Observed: Model: 0 calls, 0 s, 0/0 tokens in/out; deferred: none Failures: none A missing source is a coverage limit, never proof of no work.

MCP
No
Local or hosted
local
Local: runs on your machine
Needs keys or browser
None seen
Maintained
Maintained
actively maintained: last commit 3 days ago; 6 commits and 4 merged PRs in 90 days; 0 open issues, 1 open PRs; no releases

Last commit Oct 21, 2026

Setup time
1 min 24 s
1 min 24 s to a working result
Issue
none found in recorded check
Examples
2 of 2 ran as expected
  • Demo generates a synthetic brief with no setup of your own data: command completed successfully

    Source: README.md Quickstart

    Input: demo --out daybook-demo

    Expected: documented command completes successfully

    Command: <guest-path> demo --out daybook-demo-checker-04e003bcd2864fd5b9670ca91023615b

    Observed: sede stale mirrors. Unordered disagreements between files remain conflicts. Distinct native IDs survive. The previous contributing copy keeps source credit while available. Current collection diagnostics are in cache/sessions/diagnostics.json; snapshot counts remain as of the last content change. Extensions: 0 repos found, 0 candidates read, 0 dormant; limits hit: none Local git: 1 repos, 1 worktrees; ahead/behind as of the last fetch Unassigned sessions: 0 (none) Model: 0 calls, 0 s, 0/0 tokens in/out; deferred: none Failures: none A missing source is a coverage limit, never proof of no work.

  • Project unit test suite from the README: command completed successfully

    Source: README.md Extensions and development

    Input: unittest discover on tests

    Expected: documented command completes successfully

    Command: <guest-path> -m unittest discover -s tests -q

    Observed: : "write.daybook", "error_type": "OSError", "message": "The operation failed; check the reported stage and selected inputs. Raw error content is withheld."} {"stage": "collect.localgit", "error_type": "OSError", "message": "The operation failed; check the reported stage and selected inputs. Raw error content is withheld."} {"stage": "write.daybook", "error_type": "OSError", "message": "The operation failed; check the reported stage and selected inputs. Raw error content is withheld."} ---------------------------------------------------------------------- Ran 143 tests in 5.610s OK (skipped=1)

Evidence
README behavior checked
Agent interfaces
CLI
CLI

Observed interfaces were exercised by the checker. Documentation alone does not confirm compatibility.

Tested with
Claude Code / Haiku 5.5
  • macOS: Claude Code / Haiku 5.5 · agent 2.1.300 (Claude Code) · Checked operation passed · Oct 21, 2026 on 71fae3bc372b

Each entry describes its recorded operation and source revision. Other agent clients were not tested.

Safety
No sign of malicious behavior found in these checks

No problems traced to this repository code in these checks; a short run cannot prove safety.

Full event, path and process lists for each observed setup:

Haiku 5.5 (claude-haiku-5-5)

Checked operation passed.

Operation: .venv/bin/daybook brief --config daybook-demo/config.json --model none --refresh-local --date yesterday --now 2026-10-12T09:00:00Z

Recorded scope: product operation

Agent-reported scope: Generate and print a local daily brief from the synthetic demo (daybook brief --model none) and run the documented unit tests and compile check

run
TayHCode--daybook-claude-haiku-5-5-1792635565552495135
date
Oct 21, 2026
source commit
71fae3bc372b13f8f4172f3f7fd113ef2ad3267a
test version
readme-1924d8f529c6fc4500abb29916f5c9ac942027957e7b82d725d5610040cd3b4a
purpose
Initial run
platform
linux
reasoning / service tier
low / not recorded
recorded resources
4096 MiB RAM, 2 CPUs, 32768 MiB disk
model / version
claude-haiku-5-5 / claude-haiku-5-5
agent runtime / version
claude-code / 2.1.300 (Claude Code)
checker
PASS · cli
Recorded source
https://github.com/TayHCode/daybook
Backend
hyperv
Tool transport
mcp-assigned-vm
Requested source pin (not an observed revision)
{"commit": "71fae3bc372b13f8f4172f3f7fd113ef2ad3267a", "url": "https://github.com/TayHCode/daybook"}
time to checked operation
275.7s
total attempt
303.3s
reported cost (usage complete)
$0.017654

Checked operation passed.

Operation: <guest-path> brief --config daybook-demo/config.json --model none --refresh-local --date yesterday --now 2026-10-12T09:00:00Z

Recorded scope: product operation

Agent-reported scope: Install daybook-core with uv and generate/read a daily brief (demo, then brief on demo config)

run
TayHCode--daybook-claude-haiku-5-5-1792636434780603046
date
Oct 21, 2026
source commit
71fae3bc372b13f8f4172f3f7fd113ef2ad3267a
test version
readme-6f8cbfa597c6d59f7ece0e29599b48d61f780e82e853b6ab300c3a8265684642
purpose
Initial run
platform
macos
reasoning / service tier
low / not recorded
recorded resources
4096 MiB RAM, None CPUs, 32768 MiB disk
model / version
claude-haiku-5-5 / claude-haiku-5-5
agent runtime / version
claude-code / 2.1.300 (Claude Code)
checker
PASS · cli
Recorded source
https://github.com/TayHCode/daybook
Backend
tart
Tool transport
mcp-assigned-vm
Requested source pin (not an observed revision)
{"commit": "71fae3bc372b13f8f4172f3f7fd113ef2ad3267a", "url": "https://github.com/TayHCode/daybook"}
time to checked operation
83.9s
total attempt
118.6s
reported cost (usage complete)
$0.012803

The recorded outcome is unverified; see the linked evidence.

Operation: 'C:\coldpass\workspace\.venv\Scripts\daybook.exe' demo --out daybook-demo-checker-4b5375775d9f4f26b79ffcc6679c997a

Recorded scope: product operation

Agent-reported scope: Run the README quickstart on a fresh guest: create a uv venv, install daybook-core, run daybook demo, then doctor

run
TayHCode--daybook-claude-haiku-5-5-1792636834736882845
date
Oct 21, 2026
source commit
71fae3bc372b13f8f4172f3f7fd113ef2ad3267a
test version
readme-1924d8f529c6fc4500abb29916f5c9ac942027957e7b82d725d5610040cd3b4a
purpose
Initial run
platform
windows
reasoning / service tier
low / not recorded
recorded resources
4096 MiB RAM, 2 CPUs, 32768 MiB disk
model / version
claude-haiku-5-5 / claude-haiku-5-5
agent runtime / version
claude-code / 2.1.300 (Claude Code)
checker
PASS · cli
Recorded source
https://github.com/TayHCode/daybook
Backend
hyperv
Tool transport
mcp-assigned-vm
Requested source pin (not an observed revision)
{"commit": "71fae3bc372b13f8f4172f3f7fd113ef2ad3267a", "url": "https://github.com/TayHCode/daybook"}
time to working
Not established by this run.
total attempt
306.6s
reported cost (usage complete)
$0.027361

Luna (gpt-6-luna)

Checked operation passed.

Operation: <guest-path> demo --out /tmp/daybook-replay-out-checker-f7a7784d0d294393aa1a6a6e068b56e1

Recorded scope: product operation

Agent-reported scope: Run the documented synthetic daily brief demo

run
TayHCode--daybook-gpt-6-luna-1792603164135084370
date
Oct 21, 2026
source commit
40e1bd45cf6e8c18a332ad1d14fcad52f8acb91c
test version
readme-b1819f024d5ed935ff3dbeda74c496bb81329fead41d3600bf69c3eedba1e8de
purpose
Initial run
platform
linux
reasoning / service tier
low / standard
recorded resources
4096 MiB RAM, 2 CPUs, 32768 MiB disk
model / version
gpt-6-luna / gpt-6-luna
agent runtime / version
codex / codex-cli 0.163.0
checker
PASS · cli
Recorded source
https://github.com/TayHCode/daybook
Backend
hyperv
Tool transport
mcp-assigned-vm
Requested source pin (not an observed revision)
{"commit": "40e1bd45cf6e8c18a332ad1d14fcad52f8acb91c", "url": "https://github.com/TayHCode/daybook"}
time to checked operation
144.4s
total attempt
165.7s
reported cost
Not reported; not assumed to be zero.

Checked operation passed.

Operation: <guest-path> demo --out /tmp/daybook-coldpass-probe-fresh-checker-6c4e803d3d7849298591006ac87482a6

Recorded scope: product operation

Agent-reported scope: Generate synthetic daily brief

run
TayHCode--daybook-gpt-6-luna-1792608520337314844
date
Oct 21, 2026
source commit
40e1bd45cf6e8c18a332ad1d14fcad52f8acb91c
test version
readme-d757857089451acda0b664735f6fb2f1c23adde544a896e78c2005d691c87d2a
purpose
Initial run
platform
macos
reasoning / service tier
low / standard
recorded resources
4096 MiB RAM, None CPUs, 32768 MiB disk
model / version
gpt-6-luna / gpt-6-luna
agent runtime / version
codex / codex-cli 0.163.0
checker
PASS · cli
Recorded source
https://github.com/TayHCode/daybook
Backend
tart
Tool transport
mcp-assigned-vm
Requested source pin (not an observed revision)
{"commit": "40e1bd45cf6e8c18a332ad1d14fcad52f8acb91c", "url": "https://github.com/TayHCode/daybook"}
time to checked operation
53.3s
total attempt
93.9s
reported cost
Not reported; not assumed to be zero.

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