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feat(skills): weekly-ingest / screenshot-ingest スキルを追加(非APIデータの週次取り込み基盤) - #1038

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claude/kpi-review-a82uvj
Aug 3, 2026
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keito4 merged 7 commits into
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claude/kpi-review-a82uvj

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@keito4

@keito4 keito4 commented Jul 30, 2026

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Why

MoneyForward のように API 非提供のサービス(口座残高等)や、Web 版が存在しないスマホ専用アプリ(銀行アプリ・iOS スクリーンタイム等)のデータを週次で自動取り込みし、しきい値判定と Slack 通知まで行う基盤が欲しい(個人 KPI 計測の入力を自動化するため)。

What

  • weekly-ingest スキル (.claude/skills/weekly-ingest/SKILL.md): automation/adapters/*.yaml に定義したサイトを Playwright で巡回し、取得 → 正規化 → automation/rules.yaml でしきい値判定 → Slack 通知 → .context/ に記録。参照系のみ・ログイン失敗リトライ禁止・CAPTCHA 回避禁止を明記
  • screenshot-ingest スキル (.claude/skills/screenshot-ingest/SKILL.md): Slack #kpi-screenshot-inbox に投稿されたスマホスクショを読み取り、数値化 → しきい値判定 → サマリ通知。識別子マスク・画像非コミットのルール込み
  • automation/ ディレクトリ: アダプタ定義テンプレート、スクショ取り込み定義(iOS スクリーンタイム有効・銀行残高は無効)、共用 rules.yaml
  • ADR 0021: スクショ経由のスマホ専用データ取り込み経路の採用理由(3 経路比較)
  • AGENTS.md / スキル一覧 / ADR インデックスの再生成・更新

How

クラウドセッションで作成されたブランチを最新 main にマージして継続:

  • main の新規約(スキルは <name>/SKILL.md ディレクトリ形式のみ有効)に合わせ、フラットな weekly-ingest.md / screenshot-ingest.md をディレクトリ形式へ変換し name: frontmatter を追加
  • ADR 番号衝突(0020 が main と重複)を 0021 へ採番し直し、参照リンクを更新
  • script/update-agents-md.sh で AGENTS.md を再生成(block_managed_file_edit.py のメタデータ補完を含む)

Risk

  • スキル定義とドキュメント・YAML テンプレートの追加のみで、既存の実行パスへの影響はなし
  • 実際のサイト巡回・スクショ取り込みはスキル適用時(週次 Routine 登録後)に初めて動くため、マージ自体の副作用はない

Linked Issue

なし(claude.ai セッションからの継続作業)

🤖 Generated with Claude Code

Summary by CodeRabbit

  • New Features
    • Added configurable weekly data collection for supported websites and mobile screenshots.
    • Added threshold checks, Slack notifications, and optional Notion recording.
    • Added templates for iOS Screen Time and bank-balance metrics.
  • Documentation
    • Added setup guides, configuration schemas, templates, and screenshot-ingestion guidance.
    • Documented secure credential handling and sensitive-data masking.
  • Chores
    • Added safeguards against direct edits to managed configuration files.

claude and others added 3 commits July 30, 2026 01:42
API 非提供のサイト・アプリから Playwright で週次データ取り込み(口座残高等)を行い、
しきい値判定と Slack 通知まで実行するスキルを追加。

- .claude/skills/weekly-ingest.md: 実行フロー・失敗時対応・禁止事項・Routine 登録手順
- automation/: アダプタ定義(YAML)としきい値ルールの置き場 + テンプレート
- AGENTS.md 自動生成セクションを再生成(block_managed_file_edit.py の登録漏れも補完)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011wuVC8ST1RbdrUd8iK4q3b
Web版がなくweekly-ingest(Playwright)で到達できないスマホ専用アプリの
データを、Slackに投稿されたスクリーンショットから読み取って週次で取り込む
screenshot-ingestスキルを追加。取り込み対象はautomation/screenshots/の
YAMLで宣言的に管理し、しきい値ルールはweekly-ingestとrules.yamlを共用する。

- iOSスクリーンタイム定義(KPI2集中時間の入力データ、enabled)
- 銀行残高定義のプレースホルダ(アプリ名確定後にenabled化)
- ADR 0020に経路選定(ショートカット/スクショOCR/手入力)の経緯を記録

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011wuVC8ST1RbdrUd8iK4q3b
# Conflicts:
#	.claude/skills/README.md
#	AGENTS.md
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📥 Commits

Reviewing files that changed from the base of the PR and between 061a066 and f5c00d5.

📒 Files selected for processing (4)
  • AGENTS.md
  • script/lib/agents-md-data.sh
  • script/update-claude-code.sh
  • script/update-libraries.sh
🚧 Files skipped from review as they are similar to previous changes (1)
  • script/lib/agents-md-data.sh

📝 Walkthrough

Walkthrough

Adds declarative schemas and examples for weekly and screenshot ingestion. Documents workflows, schedules, failure handling, and privacy controls. Adds an accepted ADR and handoff. Updates repository catalogs and shared shell output handling.

Changes

Ingest automation

Layer / File(s) Summary
Automation schemas and examples
automation/README.md, automation/adapters/_example.yaml, automation/rules.yaml, automation/screenshots/*
Documents YAML schemas and adds adapter, rule, and screenshot-ingest configurations.
Ingest procedures and schedules
.claude/skills/weekly-ingest/SKILL.md, .claude/skills/screenshot-ingest/SKILL.md
Defines ingestion flows, normalization, rule evaluation, notifications, failure handling, schedules, and extension procedures.
Screenshot ingest decision record
docs/adr/0021-screenshot-based-mobile-data-ingest.md, docs/adr/README.md, .context/handoff/*
Adds and indexes the accepted ADR and records the screenshot-ingest handoff.
Repository catalog and generation metadata
.claude/skills/README.md, AGENTS.md, script/lib/agents-md-data.sh
Updates directory, skill, and hook catalogs.
Shared shell output handling
script/update-claude-code.sh, script/update-libraries.sh
Uses script/lib/output.sh for shared output handling and removes local duplicate helpers.

Estimated code review effort: 2 (Simple) | ~10 minutes

Possibly related PRs

Suggested labels: size/S

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Title check ✅ Passed The title clearly summarizes the addition of the weekly-ingest and screenshot-ingest skills for non-API data ingestion.
Description check ✅ Passed The description clearly explains the purpose, implementation, scope, risks, and linked issue status, but it omits several template sections.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
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Claude finished @keito4's task in 3m 11s —— View job


I'll analyze this and get back to you.

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Reviewed commit: 9d59c345fa

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@@ -0,0 +1,56 @@
---
name: weekly-ingest

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P2 Badge Include directory-form skills in the DevContainer image

When users consume the published config-base DevContainer image instead of this repository checkout, this skill is unavailable: .devcontainer/Dockerfile:154 copies only .claude/skills/*.md, while both new skills exist exclusively as <name>/SKILL.md directories. The image workflow is triggered by these additions but silently publishes an image without them, so copy the directory-form skills into the image as well.

Useful? React with 👍 / 👎.

6. **通知**: インボックスチャンネルへ返信する
- しきい値割れ: 即アラート(source・メトリクス・現在値・しきい値・メッセージ)
- 正常時: 全 source の週次サマリを 1 通にまとめて投稿。未提出の source があれば「未提出」として明記する
7. **記録**: 実行結果スナップショットを `.context/screenshot-ingest/<date>.json` に保存する。定義に `notion_page` がある場合は、そのページの表に 1 行追記する

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P2 Badge Persist weekly snapshots outside the ignored context tree

In worktree-based weekly Routine sessions, this does not create a durable record because .gitignore:98 ignores all .context/* output, and the enabled ios-screen-time definition has an empty notion_page, leaving no structured persistent destination. Consequently each session can disappear with its weekly KPI snapshot; store these results in a tracked path or require a durable external destination.

AGENTS.md reference: AGENTS.md:L7-L9

Useful? React with 👍 / 👎.

@keito4 keito4 self-assigned this Jul 30, 2026

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Actionable comments posted: 8

🧹 Nitpick comments (1)
automation/README.md (1)

58-63: 🎯 Functional Correctness | 🔵 Trivial | ⚡ Quick win

Constrain condition to a documented, non-evaluated grammar.

Both skills are instructed to evaluate this free-form string. Define a small allowlist such as operator + numeric threshold, reject other forms, and never pass repository configuration to a general expression evaluator. This keeps alerts deterministic and avoids executable configuration.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@automation/README.md` around lines 58 - 63, Update the documented condition
format in the rules example and both skills to use a small allowlisted grammar,
such as a comparison operator followed by a numeric threshold. Require
validation and rejection of unsupported forms, and ensure repository
configuration is parsed explicitly rather than passed to any general expression
evaluator.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In @.claude/skills/screenshot-ingest/SKILL.md:
- Line 26: Treat an empty notion_page as disabled and only perform the Notion
append when it contains a valid non-empty destination in the screenshot-ingest
workflow. Document this convention in automation/README.md lines 49-50, and
apply the same disabled representation in automation/screenshots/_example.yaml
lines 10-11, bank-balance.yaml lines 8-9, and ios-screen-time.yaml lines 11-12;
update the skill instruction at .claude/skills/screenshot-ingest/SKILL.md line
26 accordingly.

In @.claude/skills/weekly-ingest/SKILL.md:
- Around line 32-33: Update the weekly-ingest failure-handling guidance for
page-transition and selector failures so raw screenshots are never saved under
`.context/weekly-ingest/`; require redaction before persistence, or store
redacted artifacts outside the repository with short retention, or omit them.
- Around line 30-35: Update the weekly-ingest retry flow to track whether
credential submission has occurred and prohibit all retries afterward, including
selector or page-transition failures on the login page. Allow retries only
during pre-authentication navigation, and abort or escalate immediately once
credentials are submitted, preserving the existing screenshot and Slack
notification behavior.
- Line 19: Align the TOTP reference contract across all three sites: in
.claude/skills/weekly-ingest/SKILL.md at lines 19-19, resolve TOTP only from a
non-empty auth.totp_secret reference rather than auth.secret; in
automation/README.md at lines 21-23, document that auth.secret resolves
<secret>_USER and <secret>_PASS while auth.totp_secret is a separate optional
reference; in automation/adapters/_example.yaml at lines 6-8, remove the TOTP
placeholder when it is not required.

In `@automation/README.md`:
- Around line 28-31: Replace unrestricted natural-language automation steps with
a structured, validated read-only operation allowlist or fail-closed
validation/confirmation gate in automation/README.md lines 28-31. Update
.claude/skills/weekly-ingest/SKILL.md lines 20 and 39-42 so execution uses only
validated read operations and the existing transfer, purchase, and
settings-change prohibitions are enforced rather than merely documented.

In `@automation/screenshots/ios-screen-time.yaml`:
- Around line 5-10: Align the screen-time metric definitions in
daily_avg_screen_time and top_category_time with the weekly totals shown by the
screenshot: either rename and convert both metrics to weekly minutes, or
explicitly define and apply a daily-average conversion before threshold
comparisons. Ensure names, descriptions, units, and threshold logic consistently
represent the same time bucket.

In `@docs/adr/0021-screenshot-based-mobile-data-ingest.md`:
- Around line 47-48: Update the Japanese claim in the ADR to state that users
submit one screenshot per enabled app per week, rather than one screenshot post
total per week; preserve the surrounding KPI data-ingest description.

In `@script/lib/agents-md-data.sh`:
- Line 28: Update the automation description in the agents metadata source to
mention both weekly-ingest and screenshot-ingest workflows, including their
shared processing rules, then regenerate the repository’s AGENTS.md from this
source so the catalog reflects the expanded automation contents.

---

Nitpick comments:
In `@automation/README.md`:
- Around line 58-63: Update the documented condition format in the rules example
and both skills to use a small allowlisted grammar, such as a comparison
operator followed by a numeric threshold. Require validation and rejection of
unsupported forms, and ensure repository configuration is parsed explicitly
rather than passed to any general expression evaluator.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

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Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: 01181615-933e-4aee-95c8-2b3ce01e33ef

📥 Commits

Reviewing files that changed from the base of the PR and between 4d448c1 and 9d59c34.

📒 Files selected for processing (13)
  • .claude/skills/README.md
  • .claude/skills/screenshot-ingest/SKILL.md
  • .claude/skills/weekly-ingest/SKILL.md
  • AGENTS.md
  • automation/README.md
  • automation/adapters/_example.yaml
  • automation/rules.yaml
  • automation/screenshots/_example.yaml
  • automation/screenshots/bank-balance.yaml
  • automation/screenshots/ios-screen-time.yaml
  • docs/adr/0021-screenshot-based-mobile-data-ingest.md
  • docs/adr/README.md
  • script/lib/agents-md-data.sh

6. **通知**: インボックスチャンネルへ返信する
- しきい値割れ: 即アラート(source・メトリクス・現在値・しきい値・メッセージ)
- 正常時: 全 source の週次サマリを 1 通にまとめて投稿。未提出の source があれば「未提出」として明記する
7. **記録**: 実行結果スナップショットを `.context/screenshot-ingest/<date>.json` に保存する。定義に `notion_page` がある場合は、そのページの表に 1 行追記する

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🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win

Treat empty notion_page as disabled.

The schema calls this field optional, but the definitions set it to '' while the skill appends whenever the key exists. The enabled iOS definition can therefore attempt an invalid Notion write.

  • .claude/skills/screenshot-ingest/SKILL.md#L26-L26: require a non-empty, valid destination before calling Notion.
  • automation/README.md#L49-L50: document whether empty string means disabled, or omit the field.
  • automation/screenshots/_example.yaml#L10-L11: use the same disabled representation.
  • automation/screenshots/bank-balance.yaml#L8-L9: apply the disabled representation.
  • automation/screenshots/ios-screen-time.yaml#L11-L12: apply the disabled representation.
🧰 Tools
🪛 SkillSpector (2.4.4)

[warning] 30: [MP2] Context Window Stuffing: Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance or bypass safety boundaries.

Remediation: Implement context-window management that detects and rejects padding or stuffing attempts. Prioritize system instructions over user-injected content.

(Memory Poisoning (MP2))

📍 Affects 5 files
  • .claude/skills/screenshot-ingest/SKILL.md#L26-L26 (this comment)
  • automation/README.md#L49-L50
  • automation/screenshots/_example.yaml#L10-L11
  • automation/screenshots/bank-balance.yaml#L8-L9
  • automation/screenshots/ios-screen-time.yaml#L11-L12
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.claude/skills/screenshot-ingest/SKILL.md at line 26, Treat an empty
notion_page as disabled and only perform the Notion append when it contains a
valid non-empty destination in the screenshot-ingest workflow. Document this
convention in automation/README.md lines 49-50, and apply the same disabled
representation in automation/screenshots/_example.yaml lines 10-11,
bank-balance.yaml lines 8-9, and ios-screen-time.yaml lines 11-12; update the
skill instruction at .claude/skills/screenshot-ingest/SKILL.md line 26
accordingly.

## 実行フロー

1. **アダプタ読み込み**: `automation/adapters/*.yaml` を列挙し、`enabled: true` のものだけを対象にする
2. **認証情報解決**: `auth.secret` に指定されたシークレット名から ID / パスワード(必要なら TOTP シークレット)を取得

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🎯 Functional Correctness | 🟠 Major | ⚡ Quick win

Align the TOTP reference contract.

The README defines auth.secret as a prefix for <secret>_USER/<secret>_PASS and auth.totp_secret as a separate optional reference, but weekly-ingest says to obtain TOTP from auth.secret. The template also always includes a TOTP placeholder. Resolve TOTP only when a non-empty auth.totp_secret is present, and omit it from the template when unused.

  • .claude/skills/weekly-ingest/SKILL.md#L19-L19: resolve the separate auth.totp_secret reference.
  • automation/README.md#L21-L23: document the exact resolution contract.
  • automation/adapters/_example.yaml#L6-L8: omit the optional TOTP field unless required.
🧰 Tools
🪛 SkillSpector (2.4.4)

[warning] 30: [MP2] Context Window Stuffing: Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance or bypass safety boundaries.

Remediation: Implement context-window management that detects and rejects padding or stuffing attempts. Prioritize system instructions over user-injected content.

(Memory Poisoning (MP2))

📍 Affects 3 files
  • .claude/skills/weekly-ingest/SKILL.md#L19-L19 (this comment)
  • automation/README.md#L21-L23
  • automation/adapters/_example.yaml#L6-L8
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.claude/skills/weekly-ingest/SKILL.md at line 19, Align the TOTP reference
contract across all three sites: in .claude/skills/weekly-ingest/SKILL.md at
lines 19-19, resolve TOTP only from a non-empty auth.totp_secret reference
rather than auth.secret; in automation/README.md at lines 21-23, document that
auth.secret resolves <secret>_USER and <secret>_PASS while auth.totp_secret is a
separate optional reference; in automation/adapters/_example.yaml at lines 6-8,
remove the TOTP placeholder when it is not required.

Comment on lines +30 to +35
| 状況 | 対応 |
| ------------------------ | -------------------------------------------------------------------------- |
| ページ遷移・セレクタ失敗 | スクリーンショットを `.context/weekly-ingest/` に保存し、最大 2 回リトライ |
| ログイン失敗 | **リトライ禁止**(アカウントロック防止)。Slack で手動確認を依頼 |
| レイアウト変更を検知 | アダプタの修正案を提示、または Issue を起票 |
| CAPTCHA / 追加認証 | 自動回避を試みず、Slack に通知して該当サイトをスキップ |

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🩺 Stability & Availability | 🟠 Major | ⚡ Quick win

Make retries impossible after credential submission.

Selector or page-transition failures can occur on the login page after credentials are submitted, which overlaps the “login failure: no retry” rule and can cause repeated attempts or account lockout. Gate retries to pre-auth navigation or abort once credentials have been submitted.

🧰 Tools
🪛 SkillSpector (2.4.4)

[warning] 30: [MP2] Context Window Stuffing: Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance or bypass safety boundaries.

Remediation: Implement context-window management that detects and rejects padding or stuffing attempts. Prioritize system instructions over user-injected content.

(Memory Poisoning (MP2))

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.claude/skills/weekly-ingest/SKILL.md around lines 30 - 35, Update the
weekly-ingest retry flow to track whether credential submission has occurred and
prohibit all retries afterward, including selector or page-transition failures
on the login page. Allow retries only during pre-authentication navigation, and
abort or escalate immediately once credentials are submitted, preserving the
existing screenshot and Slack notification behavior.

Comment on lines +32 to +33
| ページ遷移・セレクタ失敗 | スクリーンショットを `.context/weekly-ingest/` に保存し、最大 2 回リトライ |
| ログイン失敗 | **リトライ禁止**(アカウントロック防止)。Slack で手動確認を依頼 |

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🔒 Security & Privacy | 🟠 Major | ⚡ Quick win

Do not persist raw failure screenshots under .context.

A failed bank-page screenshot can contain balances, account numbers, names, or other PII. Redact before saving, store it outside the repository with short retention, or omit the artifact entirely.

🧰 Tools
🪛 SkillSpector (2.4.4)

[warning] 30: [MP2] Context Window Stuffing: Skill attempts to fill the context window with filler content, displacing legitimate instructions and safety constraints. This can degrade agent performance or bypass safety boundaries.

Remediation: Implement context-window management that detects and rejects padding or stuffing attempts. Prioritize system instructions over user-injected content.

(Memory Poisoning (MP2))

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.claude/skills/weekly-ingest/SKILL.md around lines 32 - 33, Update the
weekly-ingest failure-handling guidance for page-transition and selector
failures so raw screenshots are never saved under `.context/weekly-ingest/`;
require redaction before persistence, or store redacted artifacts outside the
repository with short retention, or omit them.

Comment thread automation/README.md
Comment on lines +28 to +31
steps: # ログイン〜取得までの手順(自然言語。Playwright 実行時の指示になる)
- ログインページを開く
- ユーザー ID とパスワードを入力してログインする
- ホーム画面に表示される「普通預金残高」を取得する

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🔒 Security & Privacy | 🟠 Major | 🏗️ Heavy lift

Enforce the read-only boundary instead of relying on prose in free-form steps.

steps is arbitrary natural language passed directly as Playwright execution instructions. The prohibition does not prevent a configured step from submitting a transfer, purchase, or settings change. Use a structured allowlist of read actions or a fail-closed validation/confirmation gate.

  • automation/README.md#L28-L31: replace unrestricted natural-language steps with validated read-only operations.
  • .claude/skills/weekly-ingest/SKILL.md#L20-L20: execute only validated read operations.
  • .claude/skills/weekly-ingest/SKILL.md#L39-L42: retain these prohibitions as enforcement rules, not documentation only.
📍 Affects 2 files
  • automation/README.md#L28-L31 (this comment)
  • .claude/skills/weekly-ingest/SKILL.md#L20-L20
  • .claude/skills/weekly-ingest/SKILL.md#L39-L42
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@automation/README.md` around lines 28 - 31, Replace unrestricted
natural-language automation steps with a structured, validated read-only
operation allowlist or fail-closed validation/confirmation gate in
automation/README.md lines 28-31. Update .claude/skills/weekly-ingest/SKILL.md
lines 20 and 39-42 so execution uses only validated read operations and the
existing transfer, purchase, and settings-change prohibitions are enforced
rather than merely documented.

Comment on lines +5 to +10
- name: daily_avg_screen_time
unit: minutes
description: 1日あたりの平均スクリーンタイム(週表示の「1日平均」)
- name: top_category_time
unit: minutes
description: 最も使用時間の長いカテゴリの1日平均時間(SNS など浪費時間の代理指標)

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🎯 Functional Correctness | 🟡 Minor | ⚡ Quick win

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
set -euo pipefail

echo "Files of interest:"
fd -a 'ios-screen-time\.yaml$|.*screen.*time.*\.(yaml|yaql|json|jsonl|js|ts)$' . 2>/dev/null | sed 's#^\./##' | head -200

echo
echo "Relevant file:"
if [ -f automation/screenshots/ios-screen-time.yaml ]; then
  cat -n automation/screenshots/ios-screen-time.yaml
else
  echo "missing automation/screenshots/ios-screen-time.yaml"
fi

echo
echo "Search metric names and units:"
rg -n "daily_avg_screen_time|top_category_time|unit: minutes|hours|minutes|ScreenTime|screen time|screen_time" automation . --glob '!*node_modules*' --glob '!*dist*' --glob '!*build*' | head -300

Repository: keito4/config

Length of output: 3389


🏁 Script executed:

#!/bin/bash
set -euo pipefail

echo "Repository files (top-level):"
git ls-files | sed 's#^\./##' | awk -F/ '{print $1}' | sort -u

echo
echo "Automation files:"
git ls-files automation | sed 's#^\./##' | head -300

echo
echo "Screenshots automation files:"
git ls-files automation/screenshots automation 2>/dev/null | sed 's#^\./##' | rg '(^automation/screenshots/|scripts|bin|lib|src|package|README|\.ya?ml$|\.ya?ql$|\.jsonl?$|\.js$|\.ts$|\.py$)' | head -300

echo
echo "Search automation screenshot readers/parsers (excluding tests):"
rg -n "ios|screenshot|screen.time|metrics|unit:|capture_hint|source:" automation --glob '!*test*' --glob '!*tests*' || true

Repository: keito4/config

Length of output: 3183


🏁 Script executed:

#!/bin/bash
set -euo pipefail

echo "automation/screenshots/_example.yaml:"
cat -n automation/screenshots/_example.yaml

echo
echo "automation/README.md relevant sections:"
sed -n '1,100p' automation/README.md | cat -n

echo
echo "automation/rules.yaml:"
cat -n automation/rules.yaml

echo
echo "automation/adapters/_example.yaml:"
cat -n automation/adapters/_example.yaml

echo
echo "Search all occurrences of screenshot-ingest and screenshot yaml schema terms:"
rg -n "screenshot-ingest|screenshots/|capture_hint|metrics:|unit:|source:" . --glob '!node_modules/**' --glob '!dist/**' --glob '!build/**' | head -300

Repository: keito4/config

Length of output: 9465


🏁 Script executed:

#!/bin/bash
set -euo pipefail

echo "Skills-related files:"
fd . .claude 2>/dev/null | sed 's#^\./##' | rg 'screenshot|weekly|ingest|skill' | head -200 || true

echo
echo "docs/adr/0021-screenshot-based-mobile-data-ingest.md:"
sed -n '1,220p' docs/adr/0021-screenshot-based-mobile-data-ingest.md | cat -n

echo
echo "AGENTS.md screenshot-ingest section:"
sed -n '100,150p' AGENTS.md | cat -n

echo
echo "Search prompt/skill implementations for screenshots ingestion and unit handling:"
rg -n "screenshots|screenshot-ingest|weekly-ingest|capture_hint|metrics|unit|minute|minutes|hour|hours|convert|normalize|threshold|rule" .claude docs automation . --glob '!node_modules/**' --glob '!*build/**' --glob '!*dist/**' | head -400

Repository: keito4/config

Length of output: 45623


Make the screen-time metrics match what the screenshot actually reports.

The weekly screenshot says “週表示” and the fields claim “1日平均”. If the image only shows weekly totals for the app/category breakdown, either convert top_category_time/daily_avg_screen_time to weekly minutes and name them consistently, or add an explicit daily-average conversion rule so thresholds compare the same time bucket.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@automation/screenshots/ios-screen-time.yaml` around lines 5 - 10, Align the
screen-time metric definitions in daily_avg_screen_time and top_category_time
with the weekly totals shown by the screenshot: either rename and convert both
metrics to weekly minutes, or explicitly define and apply a daily-average
conversion before threshold comparisons. Ensure names, descriptions, units, and
threshold logic consistently represent the same time bucket.

Comment on lines +47 to +48
- Web 版のないアプリでも、ユーザーの手間をスクショ投稿 1 回/週に抑えて
KPI 入力データを取り込める。

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🎯 Functional Correctness | 🟡 Minor | ⚡ Quick win

Correct the “one screenshot per week” claim.

The skill requests one screenshot for each enabled app, so this is one post per app per week, not one post total when multiple definitions are enabled.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@docs/adr/0021-screenshot-based-mobile-data-ingest.md` around lines 47 - 48,
Update the Japanese claim in the ADR to state that users submit one screenshot
per enabled app per week, rather than one screenshot post total per week;
preserve the surrounding KPI data-ingest description.

Comment thread script/lib/agents-md-data.sh Outdated

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In @.context/handoff/2026-07-30-kpi-screenshot-ingest.md:
- Around line 12-18: Update the handoff document’s references from ADR 0020 to
ADR 0021 and from `.claude/skills/screenshot-ingest.md` to
`.claude/skills/screenshot-ingest/SKILL.md`. Revise the status at line 26 to
reflect that the PR has been created once this change is submitted, while
preserving the surrounding handoff details.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: f7a4961b-2221-4257-a0d0-3ab019818dc1

📥 Commits

Reviewing files that changed from the base of the PR and between 9d59c34 and 8caf0ee.

📒 Files selected for processing (1)
  • .context/handoff/2026-07-30-kpi-screenshot-ingest.md

Comment on lines +12 to +18
2. スマホ専用データ(Web 版がないアプリ)の取り込み経路としてスクショ→OCR
(経路 B)を採用し、`screenshot-ingest` スキルを構築した(ADR 0020)。

## 完了済み

- `.claude/skills/screenshot-ingest.md` / `automation/screenshots/*.yaml` /
ADR 0020 / AGENTS.md 更新(コミット b8deb6c、プッシュ済み)

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📐 Maintainability & Code Quality | 🟠 Major | 🏗️ Heavy lift

引き継ぎ書の参照先と状態を現行構成に更新してください。

Line 13 and Lines 17-18 still reference ADR 0020 and .claude/skills/screenshot-ingest.md, but the current contract uses ADR 0021 and .claude/skills/screenshot-ingest/SKILL.md. Line 26 also says the PR has not been created, which becomes stale once this change is submitted. Update these references before merge so the next session follows the correct documentation and status.

修正例
-   (経路 B)を採用し、`screenshot-ingest` スキルを構築した(ADR 0020)。
+   (経路 B)を採用し、`screenshot-ingest` スキルを構築した(ADR 0021)。
...
-- `.claude/skills/screenshot-ingest.md` / `automation/screenshots/*.yaml` /
-  ADR 0020 / AGENTS.md 更新(コミット b8deb6c、プッシュ済み)
+- `.claude/skills/screenshot-ingest/SKILL.md` / `automation/screenshots/*.yaml` /
+  ADR 0021 / AGENTS.md 更新
...
-2. **本ブランチを main にマージ**(PR 未作成。ユーザーの指示があれば作成)
+2. **本ブランチを main にマージ**(本変更のPRをマージする)

Also applies to: 26-26

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.context/handoff/2026-07-30-kpi-screenshot-ingest.md around lines 12 - 18,
Update the handoff document’s references from ADR 0020 to ADR 0021 and from
`.claude/skills/screenshot-ingest.md` to
`.claude/skills/screenshot-ingest/SKILL.md`. Revise the status at line 26 to
reflect that the PR has been created once this change is submitted, while
preserving the surrounding handoff details.

@keito4

keito4 commented Jul 31, 2026

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(aside)
@claude PRがbaseにマージする際にコンフリクトが発生しています。最新のbaseからpullし、修正してください。

@claude

claude Bot commented Jul 31, 2026

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Claude finished @keito4's task in 4m 46s —— View job


コンフリクト解消完了

  • 現在のブランチ状態を確認
  • 最新の main をフェッチ(shallow clone を深掘り)
  • コンフリクトを特定
    • AGENTS.mdscript/lib/agents-md-data.sh の両ファイルが main(PR ドキュメント最新化 #1042)と競合
    • main 側で .claude-plugin/.takt/ ディレクトリエントリが追加されていた
    • block_managed_file_edit.py の説明文はこのPR側がより詳細なため保持
  • AGENTS.md を手動マージ:.claude-plugin/.takt/ のエントリを追加
  • script/lib/agents-md-data.sh を手動マージ:同エントリのデータを追加
  • コミット・プッシュ(d509d7b

対応内容

git merge が実行できない環境(shallow clone + CI 権限制限)のため、main(PR #1042: "ドキュメント最新化")で追加された変更を手動でマージしました。

ファイル 追加内容
AGENTS.md .claude-plugin/.takt/ のディレクトリ説明行
script/lib/agents-md-data.sh DOT_DIR_PURPOSE[.claude-plugin][.takt] のエントリ

これでベースブランチとのコンフリクトは解消されています。
| Branch: claude/kpi-review-a82uvj

- AGENTS.md に `.claude-plugin/` と `.takt/` のディレクトリエントリを追加
- script/lib/agents-md-data.sh に同エントリのデータを追加

Co-authored-by: keito4 <keito4@users.noreply.github.com>

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@AGENTS.md`:
- Line 59: Update the automation/ entry in the directory catalog to mention both
weekly-ingest adapters and threshold rules and the screenshot-ingest definitions
under automation/screenshots/. Keep the existing table structure and wording
style unchanged.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: da21ac9f-ec82-47a6-b013-20ad9366250b

📥 Commits

Reviewing files that changed from the base of the PR and between 8caf0ee and d509d7b.

📒 Files selected for processing (2)
  • AGENTS.md
  • script/lib/agents-md-data.sh

Comment thread AGENTS.md Outdated
@keito4

keito4 commented Jul 31, 2026

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(aside)
@claude PRがbaseにマージする際にコンフリクトが発生しています。最新のbaseからpullし、修正してください。

@claude

claude Bot commented Jul 31, 2026

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Claude finished @keito4's task in 6m 17s —— View job


コンフリクト解消完了

原因: AGENTS.mdscript/lib/agents-md-data.sh で、block_managed_file_edit.py の説明文とHOOK_TABLE内の位置が main(PR #1042)と異なっていたため、3-wayマージコンフリクトが発生していました。

対応内容:

ファイル 変更内容
script/lib/agents-md-data.sh block_managed_file_edit.py の説明を main に合わせて "Block editing of downstream sync-managed files" に統一し、HOOK_TABLE内の位置を block_config_edit.py 直後に移動
script/lib/agents-md-data.sh [automation] の説明を "Weekly and screenshot ingest adapters, definitions, and threshold rules" に改善(両スキルを含む形、CodeRabbit提案反映)
AGENTS.md block_managed_file_edit.py の説明を同様に統一
AGENTS.md automation/ の説明を同様に改善
  • 現在のブランチ状態を確認
  • 最新の main をフェッチ
  • コンフリクトの原因特定
  • script/lib/agents-md-data.sh を修正
  • AGENTS.md を修正
  • コミット・プッシュ(061a066
    | Branch: claude/kpi-review-a82uvj

- AGENTS.md / agents-md-data.sh の block_managed_file_edit.py 説明を
  main の "Block editing of downstream sync-managed files" に統一
- HOOK_TABLE の block_managed_file_edit.py を block_config_edit.py 直後に移動(main と同じ順序)
- automation/ の説明を両スキルを含む文言に改善(CodeRabbit提案反映)
  "Weekly and screenshot ingest adapters, definitions, and threshold rules"

Co-authored-by: keito4 <keito4@users.noreply.github.com>
@keito4

keito4 commented Jul 31, 2026

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(aside)
@claude PRがbaseにマージする際にコンフリクトが発生しています。最新のbaseからpullし、修正してください。

@claude

claude Bot commented Jul 31, 2026

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Claude finished @keito4's task in 14m 6s —— View job


コンフリクト解消完了

  • 現在のブランチ状態を確認
  • 最新の main をフェッチ
  • コンフリクトの原因を特定
  • AGENTS.md の修正
  • script/*.sh の修正
  • コミット・プッシュ(f5c00d5

コンフリクトの根本原因と対応

原因:
以前の Claude セッション(d509d7b)が PR #1042 の変更を手動マージした際、.claude-plugin/ / .takt/ 行を 列幅 66 で挿入した。一方 main(PR #1042)は 列幅 59 で同行を追加していた。このため git の 3-way マージが「両側が同じ行に異なる内容を挿入した」と判定し、コンフリクトを検出していた。

対応内容:

ファイル 変更内容
AGENTS.md ディレクトリテーブルの列幅を main 形式(Purpose 列 59 字)に統一。.claude-plugin/ / .takt/ 行が main と完全一致するため、3-way マージで自動解決される
AGENTS.md automation/ 行の説明文を 59 字以内に短縮("Weekly/screenshot ingest adapters and threshold rules")して同形式に収める
script/update-claude-code.sh main の PR #1040 相当のリファクタリングを適用(インライン色定義 → script/lib/output.sh source)
script/update-libraries.sh 同上
script/lib/agents-md-data.sh [automation] の説明文を 59 字以内に短縮(自動生成時の列幅が広がらないよう調整)

マージ可能性:

  • .claude-plugin/ / .takt/ 行:両側が同一内容を挿入 → git が自動解決
  • automation/ 行:当ブランチのみ追加 → クリーンマージ(コンフリクトなし)
  • スクリプト変更:両側が同一変更 → git が自動解決
    | Branch: claude/kpi-review-a82uvj

- AGENTS.md のディレクトリテーブル列幅を main に統一(`.claude-plugin/`・`.takt/` 行が
  main と寸法違いでコンフリクトしていたため)
- `automation/` 行の説明文を 59 字以内に短縮して同列幅に収める
- `script/update-claude-code.sh` と `script/update-libraries.sh` のインライン
  カラー定義を削除し `script/lib/output.sh` を source する形に変更(PR #1040 相当)
- `script/lib/agents-md-data.sh` の `[automation]` 説明文も同様に短縮

Co-authored-by: keito4 <keito4@users.noreply.github.com>
@keito4
keito4 merged commit 61fa68e into main Aug 3, 2026
2 checks passed
@keito4
keito4 deleted the claude/kpi-review-a82uvj branch August 3, 2026 01:47
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🎉 This PR is included in version 1.132.0 🎉

The release is available on GitHub release

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@github-actions github-actions Bot added the released リリース済み label Aug 3, 2026
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