Build integrated IS/BS/CF financial workbooks in Excel.
日本語の概要は準備中です。原文の説明を表示しています。
Prove what a desktop action did — pixel-proof ledger.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Record every desktop action with a before/after screenshot and a measured pixel delta, so the claim "the agent clicked X" is auditable afterwards.
computer_use action you want to be able to prove later.ok: true but you are not sure it did anything.Desktop automation has one signature silent failure: the action reports success and nothing on screen changes — a background click posted to a window that ignored it, a keystroke routed to the wrong window, a button that was never there. Recording success/failure cannot see this. Recording the pixels can.
# 1. screenshot BEFORE (ffmpeg — NOTE: gdigrab needs a WINDOWS path)
ffmpeg -y -v error -f gdigrab -framerate 1 \
-offset_x X -offset_y Y -video_size WxH -i desktop -frames:v 1 "C:/tmp/before.png"
# 2. do the desktop action (computer_use click/type/key)
# 3. screenshot AFTER
ffmpeg -y -v error -f gdigrab -framerate 1 \
-offset_x X -offset_y Y -video_size WxH -i desktop -frames:v 1 "C:/tmp/after.png"
# 4. record it
python scripts/desktop_ledger.py record \
--action "click Save" --before "C:/tmp/before.png" --after "C:/tmp/after.png"
The region (-offset_x/-offset_y/-video_size) comes from
scripts/demo_window_rect.py — it is DPI-aware and snaps to EVEN dimensions,
which libx264/yuv420p require. Do not compute it by hand.
| verdict | meaning |
|---|---|
effective | pixels changed — the action visibly did something |
NO-VISIBLE-EFFECT | reported ok, nothing moved — inspect before trusting |
informational | you declared the action intentionally changes nothing (--expect-no-effect) |
unpaired | only one frame was given; no delta is claimed |
python scripts/desktop_ledger.py report -n 25 # markdown table + flags the bad ones
python scripts/desktop_ledger.py suspicious # only the NO-VISIBLE-EFFECT entries
python scripts/desktop_ledger.py verify # re-hash every stored frame -> tamper check
<home>/desktop-ledger/frames/). A
screenshot in %TEMP% proves nothing tomorrow; the copy is the evidence.
verify() therefore still passes after the source is deleted.bbox in the change record tells you where the screen moved, not just
that it did — a 0.6 % change confined to one text line reads very differently
from a full-screen repaint.sha256-only
and pct_changed is None — never an invented percentage.max_frames).-i desktop and the
output path must be Windows-style (C:/…); an MSYS path (/c/…) fails with
"No such file or directory".--before/--after as C:/…, not /c/…,
or you get \c\Users\… and a FileNotFoundError.effective; that is correct, not a bug. Use
--expect-no-effect when the action is genuinely a no-op probe.method: size-mismatch, changed: true — meaningful, but not a pixel delta.python -m pytest tests/scripts/test_desktop_ledger.py -q
python scripts/desktop_ledger.py verify # exit 0 = evidence intact
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Build integrated IS/BS/CF financial workbooks in Excel.
日本語の概要は準備中です。原文の説明を表示しています。
Run and grow the OpenAmer Agent-to-Agent swarm: identity, trust, node-to-node ask, signed skill/insight sharing, and the autonomous self-learning loop.
日本語の概要は準備中です。原文の説明を表示しています。
Use for A/B experiments on OpenAmer configs and skills.
日本語の概要は準備中です。原文の説明を表示しています。
Roleplay a hostile user to find and triage UX pain points.
日本語の概要は準備中です。原文の説明を表示しています。
Agent mesh: master/worker nodes, HTTP delegation, heartbeat.
日本語の概要は準備中です。原文の説明を表示しています。
Use for agentic commerce payments tasks. Candidate synthesized from trend radar; awaiting trial promotion.
日本語の概要は準備中です。原文の説明を表示しています。