Commit Graph

95 Commits

Author SHA1 Message Date
YeonGyu-Kim d00a6bbf16 fix(keyword-detector): always trigger ultrawork keywords 2026-04-10 11:15:23 +09:00
YeonGyu-Kim f36231a8a6 fix(keyword-detector): trigger ulw shorthand anywhere 2026-04-10 11:12:56 +09:00
YeonGyu-Kim 5f90b238e0 fix(keyword-detector): restore ulw trigger after greeting prefixes 2026-04-10 11:09:01 +09:00
YeonGyu-Kim 69f47a9751 feat(keyword-detector): handle ultrawork keyword after greeting patterns
- Add TRAILING_GREETING_ULTRAWORK_PATTERN to detect 'hi ultrawork' style inputs
- Rename hasLeadingUltraworkKeyword to hasEdgeUltraworkKeyword for clarity
- Add extractUltraworkTask guard to return empty string for greeting-only inputs
- Add comprehensive test coverage for edge trigger scenarios

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)
Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-04-09 15:15:30 +09:00
YeonGyu-Kim 917ae4dfc3 fix(keyword-detector): narrow ULW auto-start to leading keyword position only
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-04-08 17:17:14 +09:00
YeonGyu-Kim 717c976c66 fix(keyword-detector): start ralph-loop when ulw keyword detected (#3113)
Plain 'ulw' keyword now starts the continuation loop via
ralphLoop.startLoop(), matching README promise. Wired through
create-core-hooks.ts and create-transform-hooks.ts.

TDD: 40 keyword-detector tests pass, 1239 hook tests pass, tsc clean.

Closes #3113
2026-04-07 15:11:29 +09:00
YeonGyu-Kim 3697809c11 docs(hooks): update hook inventory to match current 52 hooks
- Session: 23 -> 24 (add legacyPluginToast)
- Tool Guard: 12 -> 14 (add bashFileReadGuard, readImageResizer,
  todoDescriptionOverride, webfetchRedirectGuard)
- Transform: 4 -> 5 (add toolPairValidator)
- Remove deleted dirs: anthropic-image-context, beast-mode-system
- Add new dirs: legacy-plugin-toast, todo-description-override,
  tool-pair-validator, webfetch-redirect-guard
2026-04-05 14:12:30 +09:00
YeonGyu-Kim fd252ea82e refactor: remove AI-generated code smells from prepublish changes
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-04-04 02:02:12 +09:00
YeonGyu-Kim fabbcaa4b7 refactor(runtime): replace unicode dashes in prompt strings
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-04-04 01:27:51 +09:00
YeonGyu-Kim 9e6f2d9977 Merge pull request #2893 from MoerAI/fix/keyword-detector-silent-skips
fix(keyword-detector): add logging for silent skip paths (fixes #2058)
2026-03-28 01:39:20 +09:00
YeonGyu-Kim 1434313bd7 Merge pull request #2717 from gtg7784/fix/analyze-mode-load-skills-hint
Verified: tsc clean, 27/27 keyword-detector tests pass. Fix is correct — analyze-mode message was missing delegate_task required params which caused load_skills validation errors.
2026-03-28 00:29:53 +09:00
MoerAI f030e0d78d fix(keyword-detector): add logging for silent skip paths (fixes #2058) 2026-03-27 21:24:03 +09:00
YeonGyu-Kim c4aa380855 Merge pull request #2734 from ndaemy/fix/remove-duplicate-ultrawork-separator
fix(keyword-detector): remove duplicate separator from ultrawork templates
2026-03-25 13:22:41 +09:00
YeonGyu-Kim de371be236 fix: skip keyword injection for non-OMO agents (fixes #2024) 2026-03-23 18:10:44 +09:00
ndaemy 07ea8debdc fix(keyword-detector): remove duplicate separator from ultrawork templates 2026-03-21 19:09:51 +09:00
Taegeon Alan Go 10eb3a07e0 Merge branch 'dev' into fix/analyze-mode-load-skills-hint 2026-03-20 16:29:13 +09:00
Taegeon Go (Alan) 03feaa0594 fix(analyze-mode): add mandatory load_skills param hint to prevent delegate_task errors 2026-03-20 16:26:17 +09:00
YeonGyu-Kim cbceb3cd0d Preserve ultrawork runtime variants
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-03-11 19:42:45 +09:00
YeonGyu-Kim fade6740ae chore: update GPT-5.2 references to GPT-5.4
Align runtime defaults, tests, docs, and generated artifacts with the newer GPT-5.4 baseline. Keep think-mode and prompt-routing expectations consistent after the model version bump.
2026-03-07 05:46:05 +09:00
YeonGyu-Kim 9778cc6c98 feat(ultrawork): enforce manual QA execution and acceptance criteria workflow
Add MANUAL_QA_MANDATE sections to all three ultrawork prompts (default,
GPT, Gemini). Agents must now define acceptance criteria in TODO/Task items
before implementation, then execute manual QA themselves after completing
work. lsp_diagnostics alone is explicitly called out as insufficient since
it only catches type errors, not functional bugs.

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-03-06 22:33:42 +09:00
YeonGyu-Kim 23dcd99c9a docs(agents): refresh generated AGENTS guides
🤖 GENERATED WITH ASSISTANCE OF [OhMyOpenCode](https://github.com/code-yeongyu/oh-my-opencode)
2026-03-06 17:59:05 +09:00
YeonGyu-Kim 381d7688ab refactor(ultrawork): rename gpt5.2.ts to gpt.ts and align with 5.4 style
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-03-06 13:44:39 +09:00
YeonGyu-Kim 33d39597ae docs(agents): regenerate AGENTS.md hierarchy with updated metrics and model configs
- 1208→1243 TS files (+35), 143k→155k LOC (+12k)
- Update all agent models: Sisyphus, Hephaestus, Oracle, Librarian, Atlas, Metis, Momus
- Add 6 new hook directories (39→45 dirs): beast-mode-system, hashline-edit-diff-enhancer, anthropic-image-context, task-reminder, compaction-todo-preserver, runtime-fallback
- Update category models: visual-engineering/artistry gemini-3-pro→gemini-3.1-pro
- Add 2 config schema files: fallback-models.ts, runtime-fallback.ts
- Timestamp: 2026-03-02 | Commit: 1c2caa09

🤖 Generated with assistance of [OhMyOpenCode](https://github.com/code-yeongyu/oh-my-opencode)
2026-03-02 23:40:38 +09:00
YeonGyu-Kim 73453a7191 docs(agents): update hook counts 44→46, add hashline-edit documentation
- Update root AGENTS.md: hook count 44→46, commit fcb90d92, generated 2026-02-24
- Update src/AGENTS.md: core hooks 35→37, session hooks 21→23
- Update src/hooks/AGENTS.md: 46 hooks total, add modelFallback/noSisyphusGpt/noHephaestusNonGpt/runtimeFallback, jsonErrorRecovery moved to tool-guard (tier 2)
- Create src/tools/hashline-edit/AGENTS.md (93 lines): documents three-op model, LINE#ID format, execution pipeline
- Refresh timestamps: 2026-02-21→2026-02-24 on 28 files
- Update plugin/AGENTS.md hook composition counts

🤖 Generated with assistance of [OhMyOpenCode](https://github.com/code-yeongyu/oh-my-opencode)
2026-02-25 00:02:05 +09:00
YeonGyu-Kim 6245e46885 feat(hooks): add Gemini-optimized ultrawork message with intent gate
Create dedicated Gemini ultrawork variant that enforces intent
classification as mandatory Step 0 before any action. Routes Gemini
models to the new variant via source-detector priority chain
(planner > GPT > Gemini > default). Includes anti-optimism checkpoint
and tool-call mandate sections tuned for Gemini's eager behavior.

🤖 Generated with assistance of [OhMyOpenCode](https://github.com/code-yeongyu/oh-my-opencode)
2026-02-22 17:40:38 +09:00
YeonGyu-Kim b1eccf7425 docs: update all 31 AGENTS.md files with current project state 2026-02-21 04:38:18 +09:00
YeonGyu-Kim 4bbc55bb02 fix(variant): respect TUI variant and enforce max in ultrawork mode
- keyword-detector: always set variant to 'max' when ultrawork/ulw keyword detected
- chat-message: remove variant resolution logic to passthrough TUI variant unchanged
- Tests updated to reflect new behavior

🤖 Generated with OhMyOpenCode assistance
2026-02-20 17:47:21 +09:00
YeonGyu-Kim 2034cf137a docs: add module-level AGENTS.md for config-manager, keyword-detector, ralph-loop, session-recovery, todo-continuation-enforcer
🤖 Generated with assistance of [OhMyOpenCode](https://github.com/code-yeongyu/oh-my-opencode)
2026-02-19 10:46:40 +09:00
HyunJun CHOI 58b7aff7bd fix: detect GPT models behind proxy providers (litellm, ollama) in isGptModel
isGptModel only matched openai/ and github-copilot/gpt- prefixes, causing
models like litellm/gpt-5.2 to fall into the Claude code path. This
injected Claude-specific thinking config, which the opencode runtime
translated into a reasoningSummary API parameter — rejected by OpenAI.

Extract model name after provider prefix and match against GPT model
name patterns (gpt-*, o1, o3, o4).

Closes #1788

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-02-13 11:38:00 +09:00
YeonGyu-Kim a25d8dfdae refactor(prompts): enrich explore/librarian delegation examples with structured context handoff
Expand prompt structure comment to 4-field format (CONTEXT/GOAL/DOWNSTREAM/REQUEST).
Update all explore/librarian task() examples across Sisyphus, Hephaestus,
Prometheus interview-mode, and both ultrawork variants with richer context
including downstream usage, scope limits, and return format expectations.
2026-02-10 14:24:18 +09:00
YeonGyu-Kim f3f6ba47fe merge: integrate origin/dev into modular-enforcement branch
Resolves all merge conflicts, preserving our split module structure
while integrating all dev changes:
- Custom agent summaries support (parseRegisteredAgentSummaries)
- Background notification queue (enqueueNotificationForParent)
- Atlas shared git-worktree module (collectGitDiffStats, formatFileChanges)
- Ralph-loop withTimeout + DEFAULT_API_TIMEOUT=5000
- Session recovery assistant_prefill_unsupported error type
- Atlas agentOverrides forwarding
- Config handler plan model demotion (buildPlanDemoteConfig)
- Delegate-task agentOverrides, promptSyncWithModelSuggestionRetry, variant
- LSP init timeout + stale init detection
- isPlanFamily function + task-continuation-enforcer hook
- Handoff command
2026-02-08 17:34:47 +09:00
YeonGyu-Kim 582e0ead27 fix: revert load_skills default and enforce via prompts instead
Revert .default([]) on load_skills schema back to required, restore the runtime error for missing load_skills, and add explicit load_skills=[] to all task() examples in agent prompts that were missing it.

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-02-08 16:31:02 +09:00
YeonGyu-Kim 29155ec7bc refactor: wave 1 - extract leaf modules, rename catch-all files, split index.ts hooks
- Split 25+ index.ts files into hook.ts + extracted modules
- Rename all catch-all utils.ts/helpers.ts to domain-specific names
- Split src/tools/lsp/ into ~15 focused modules
- Split src/tools/delegate-task/ into ~18 focused modules
- Separate shared types from implementation
- 155 files changed, 60+ new files created
- All typecheck clean, 61 tests pass
2026-02-08 13:57:26 +09:00
YeonGyu-Kim 0eddd28a95 fix: skip ultrawork injection for plan-like agents (#1501)
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-02-07 19:52:47 +09:00
YeonGyu-Kim a691a3ac0a refactor: migrate delegate_task to task tool with metadata fixes
- Rename delegate_task tool to task across codebase (100 files)
- Update model references: claude-opus-4-6 → 4-5, gpt-5.3-codex → 5.2-codex
- Add tool-metadata-store to restore metadata overwritten by fromPlugin()
- Add session ID polling for BackgroundManager task sessions
- Await async ctx.metadata() calls in tool executors
- Add ses_ prefix guard to getMessageDir for performance
- Harden BackgroundManager with idle deferral and error handling
- Fix duplicate task key in sisyphus-junior test object literals
- Fix unawaited showOutputToUser in ast_grep_replace
- Fix background=true → run_in_background=true in ultrawork prompt
- Fix duplicate task/task references in docs and comments
2026-02-06 21:35:30 +09:00
YeonGyu-Kim d11f0685be Merge pull request #1388 from boguan/dev
fix: remove redundant removeCodeBlocks call
2026-02-04 13:34:51 +09:00
YeonGyu-Kim 1b9303ba37 refactor(ultrawork): simplify workflow and apply parallel context gathering (#1412)
* refactor(ultrawork): simplify workflow to natural tool-like agent usage

Restore beta.16 style where explore/librarian agents feel like tools:
- Simplify delegate_task examples (agent=, background=true)
- Remove verbose DATA DEPENDENCIES explanation
- Condense EXECUTION RULES to action-oriented bullets
- Simplify WORKFLOW to 4 clear steps
- Remove procedural constraints that discouraged parallel exploration

The goal: agents fire background tasks AND continue direct exploration,
rather than waiting passively for background results.

* refactor(ultrawork/gpt5.2): apply two-track parallel context gathering

Based on GPT-5.2 Prompting Guide recommendations:
- 'Parallelize independent reads to reduce latency'
- Fire background agents (explore, librarian) for deep search
- Use direct tools (Grep, Read, LSP) simultaneously for quick wins
- Collect and merge ALL findings for comprehensive context

Pattern: background fire → direct exploration in parallel → collect → proceed

* fix: address Cubic review feedback

- Fix delegate_task parameter names in default.ts (agent → subagent_type, background → run_in_background)
- Add missing load_skills and run_in_background parameters to delegate_task examples
- Restore new_task_system_enabled property to schema and TypeScript config
- Fix tool names in gpt5.2.ts (Grep → grep, Read → read_file)

Identified by cubic (https://cubic.dev)
2026-02-03 12:13:22 +09:00
YeonGyu-Kim ac9e22cce5 fix(prompts): add missing run_in_background and load_skills params to examples
All delegate_task examples now include required parameters to prevent
model confusion about parameter omission.

Fixes #1403
2026-02-03 10:50:26 +09:00
BoGuan f68a6f7d1b fix: remove redundant removeCodeBlocks call
Remove duplicate removeCodeBlocks() call in keyword-detector/index.ts.

The detectKeywordsWithType() function already calls removeCodeBlocks() internally, so calling it before passing the text was redundant and caused unnecessary double processing.
2026-02-02 15:18:25 +08:00
YeonGyu-Kim 64825158a7 feat(agents): add Hephaestus - autonomous deep worker agent (#1287)
* refactor(keyword-detector): split constants into domain-specific modules

* feat(shared): add requiresAnyModel and isAnyFallbackModelAvailable

* feat(config): add hephaestus to agent schemas

* feat(agents): add Hephaestus autonomous deep worker

* feat(cli): update model-fallback for hephaestus support

* feat(plugin): add hephaestus to config handler with ordering

* test(delegate-task): update tests for hephaestus agent

* docs: update AGENTS.md files for hephaestus

* docs: add hephaestus to READMEs

* chore: regenerate config schema

* fix(delegate-task): bypass requiresModel check when user provides explicit config

* docs(hephaestus): add 4-part context structure for explore/librarian prompts

* docs: fix review comments from cubic (non-breaking changes)

- Move Hephaestus from Primary Agents to Subagents (uses own fallback chain)
- Fix Hephaestus fallback chain documentation (claude-opus-4-5 → gemini-3-pro)
- Add settings.local.json to claude-code-hooks config sources
- Fix delegate_task parameters in ultrawork prompt (agent→subagent_type, background→run_in_background, add load_skills)
- Update line counts in AGENTS.md (index.ts: 788, manager.ts: 1440)

* docs: fix additional documentation inconsistencies from oracle review

- Fix delegate_task parameters in Background Agents example (docs/features.md)
- Fix Hephaestus fallback chain in root AGENTS.md to match model-requirements.ts

* docs: clarify Hephaestus has no fallback (requires gpt-5.2-codex only)

Hephaestus uses requiresModel constraint - it only activates when gpt-5.2-codex
is available. The fallback chain in code is unreachable, so documentation
should not mention fallbacks.

* fix(hephaestus): remove unreachable fallback chain entries

Hephaestus has requiresModel: gpt-5.2-codex which means the agent only
activates when that specific model is available. The fallback entries
(claude-opus-4-5, gemini-3-pro) were unreachable and misleading.

---------

Co-authored-by: justsisyphus <justsisyphus@users.noreply.github.com>
2026-02-01 19:26:57 +09:00
justsisyphus ae6f4c5471 refactor(agents): improve explore/librarian prompt examples with 4-part context structure
Add CONTEXT + GOAL + QUESTION + REQUEST structure to agent delegation examples.
This guides users to provide richer context when invoking explore/librarian agents.
2026-02-01 17:56:27 +09:00
YeonGyu-Kim f146aeff0f refactor: major codebase cleanup - BDD comments, file splitting, bug fixes (#1350)
* style(tests): normalize BDD comments from '// #given' to '// given'

- Replace 4,668 Python-style BDD comments across 107 test files
- Patterns changed: // #given -> // given, // #when -> // when, // #then -> // then
- Also handles no-space variants: //#given -> // given

* fix(rules-injector): prefer output.metadata.filePath over output.title

- Extract file path resolution to dedicated output-path.ts module
- Prefer metadata.filePath which contains actual file path
- Fall back to output.title only when metadata unavailable
- Fixes issue where rules weren't injected when tool output title was a label

* feat(slashcommand): add optional user_message parameter

- Add user_message optional parameter for command arguments
- Model can now call: command='publish' user_message='patch'
- Improves error messages with clearer format guidance
- Helps LLMs understand correct parameter usage

* feat(hooks): restore compaction-context-injector hook

- Restore hook deleted in cbbc7bd0 for session compaction context
- Injects 7 mandatory sections: User Requests, Final Goal, Work Completed,
  Remaining Tasks, Active Working Context, MUST NOT Do, Agent Verification State
- Re-register in hooks/index.ts and main plugin entry

* refactor(background-agent): split manager.ts into focused modules

- Extract constants.ts for TTL values and internal types (52 lines)
- Extract state.ts for TaskStateManager class (204 lines)
- Extract spawner.ts for task creation logic (244 lines)
- Extract result-handler.ts for completion handling (265 lines)
- Reduce manager.ts from 1377 to 755 lines (45% reduction)
- Maintain backward compatible exports

* refactor(agents): split prometheus-prompt.ts into subdirectory

- Move 1196-line prometheus-prompt.ts to prometheus/ subdirectory
- Organize prompt sections into separate files for maintainability
- Update agents/index.ts exports

* refactor(delegate-task): split tools.ts into focused modules

- Extract categories.ts for category definitions and routing
- Extract executor.ts for task execution logic
- Extract helpers.ts for utility functions
- Extract prompt-builder.ts for prompt construction
- Reduce tools.ts complexity with cleaner separation of concerns

* refactor(builtin-skills): split skills.ts into individual skill files

- Move each skill to dedicated file in skills/ subdirectory
- Create barrel export for backward compatibility
- Improve maintainability with focused skill modules

* chore: update import paths and lockfile

- Update prometheus import path after refactor
- Update bun.lock

* fix(tests): complete BDD comment normalization

- Fix remaining #when/#then patterns missed by initial sed
- Affected: state.test.ts, events.test.ts

---------

Co-authored-by: justsisyphus <justsisyphus@users.noreply.github.com>
2026-02-01 16:47:50 +09:00
YeonGyu-Kim 96e7b39a83 fix: use _resetForTesting() consistently to prevent flaky tests (#1318)
- Replace setMainSession(undefined) with _resetForTesting() in keyword-detector tests
- Add _resetForTesting() to afterEach hooks for proper cleanup
- Un-skip the previously flaky mainSessionID test in state.test.ts

Fixes #848

Co-authored-by: 배지훈 <new0126@naver.com>
2026-01-31 16:34:07 +09:00
justsisyphus e08904a27a feat: add artistry category to ultrawork-mode specialist delegation
- Add oracle vs artistry distinction in MANDATORY CERTAINTY PROTOCOL
- Update WHEN IN DOUBT examples with both delegation options
- Add artistry to IF YOU ENCOUNTER A BLOCKER section
- Add 'Hard problem (non-conventional)' row to AGENTS UTILIZATION table
- Update analyze-mode message with artistry specialist option

Oracle: conventional problems (architecture, debugging, complex logic)
Artistry: non-conventional problems (different approach needed)
2026-01-30 15:19:38 +09:00
justsisyphus b1b4578906 feat: add opencode/kimi-k2.5-free fallback and prioritize kimi for atlas 2026-01-30 15:10:38 +09:00
justsisyphus 03f6e72c9b refactor(ultrawork): replace prometheus with plan agent, add parallel task graph output
- Change all prometheus references to plan agent in ultrawork mode
- Add MANDATORY OUTPUT section to ULTRAWORK_PLANNER_SECTION:
  - Parallel Execution Waves structure
  - Dependency Matrix format
  - TODO List with category + skills + parallel group
  - Agent Dispatch Summary table
- Plan agent now outputs parallel task graphs for orchestrator execution
2026-01-28 23:09:51 +09:00
TheEpTic 01500f1ebe Fix: prevent system-reminder tags from triggering mode keywords (#1155)
Automated system messages with <system-reminder> tags were incorrectly
triggering [search-mode], [analyze-mode], and other keyword modes when
they contained words like "search", "find", "explore", etc.

Changes:
- Add removeSystemReminders() to strip <system-reminder> content before keyword detection
- Add hasSystemReminder() utility function
- Update keyword-detector to clean text before pattern matching
- Add comprehensive test coverage for system-reminder filtering

Fixes issue where automated system notifications caused agents to
incorrectly enter MAXIMUM SEARCH EFFORT mode.

Co-authored-by: TheEpTic <git@eptic.me>
2026-01-28 16:26:37 +09:00
justsisyphus e47ab084fd fix(keyword-detector): skip ultrawork injection for planner agents
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
2026-01-27 17:54:52 +09:00
justsisyphus 3e8e3db961 feat(prompts): enhance plan output with TL;DR, agent profiles, and parallelization
- prometheus-prompt: Add TL;DR section with quick summary, deliverables, effort estimate
- prometheus-prompt: Add recommended agent profile (category + skills) per task
- prometheus-prompt: Enhance parallelization with execution waves and dependency matrix
- ultrawork: Change plan agent to prometheus agent invocation
- ultrawork: Add session_id resume workflow for Prometheus iteration
2026-01-27 10:50:38 +09:00
justsisyphus b3be9f33c6 feat(ultrawork): enforce plan agent invocation and parallel delegation
- Add MANDATORY section for delegate_task(subagent_type='plan') at top of ultrawork prompt
- Establish 'DELEGATE by default, work yourself only when trivial' principle
- Add parallel execution rules with anti-pattern and correct pattern examples
- Remove emoji (checkmark/cross) from PLAN_AGENT_SYSTEM_PREPEND
- Restructure workflow into clear 4-step sequence
2026-01-27 08:39:45 +09:00