DEV Community: 邱敬幃 Pardn Chiu

Agenvoy@v0.17.0: Easily view your records, more invocation methods

邱敬幃 Pardn Chiu — Sat, 28 Mar 2026 19:56:11 +0000

Agenvoy is inspired by OpenClaw, built on a Go-based architecture with multi-provider intelligent dispatch and a security-first design.

v0.16.1 -> v0.17.0

Summary

Introduced a full REST API layer with SSE support and tool invocation endpoints, added a TUI dashboard for session and log browsing, and migrated credential storage from the OS keychain to the Agenvoy API.

翻譯
新增完整 REST API 層（含 SSE 支援與工具呼叫端點）、TUI 儀表板供 session 與日誌瀏覽，並將憑證儲存從系統金鑰鏈遷移至 Agenvoy API。

Changes

FEAT

Add REST API server with /v1/send (SSE + non-SSE), /v1/key, /v1/tools, /v1/tool/:name endpoints
Add TUI layer with file browser, content viewer, session formatter, and log panel
Integrate Discord bot and REST API into unified cmd/app entrypoint

翻譯

新增 REST API 伺服器，包含 /v1/send（SSE 與非 SSE）、/v1/key、/v1/tools、/v1/tool/:name 端點
新增 TUI 層，提供檔案瀏覽器、內容檢視器、session 格式化器與日誌面板
將 Discord bot 與 REST API 整合進統一的 cmd/app 入口

REFACTOR

Replace OS keyring with Agenvoy REST API for credential storage
Rename browser package to fetchPage and centralize tool path resolution via ToolFetchPage

翻譯

將憑證儲存從 OS keyring 改為透過 Agenvoy REST API 管理
將 browser 套件重新命名為 fetchPage，並集中透過 ToolFetchPage 解析工具路徑

SECURITY

Migrate Copilot token storage from filesystem to system keychain

翻譯

將 Copilot token 儲存從檔案系統遷移至系統金鑰鏈

FIX

Replace MustClose with Close in browser tool and fix realPath for non-existent directories

翻譯

修正瀏覽器工具中 MustClose 改用 Close，並修正 realPath 對不存在目錄的處理

UPDATE

Reduce search_web and google_rss cache TTL to 5 minutes
Correct Copilot API token limits to match CAPI max_prompt/max_output values
Translate all system prompts to English and add Chrome detection for browser tool
Update schedule-task and script-tool-creator skills to use Agenvoy API instead of direct external calls

翻譯

縮短 search_web 與 google_rss 快取 TTL 至 5 分鐘
修正 Copilot API token 限制以符合 CAPI max_prompt/max_output 實際值
將所有系統提示翻譯為英文，並新增瀏覽器工具的 Chrome 偵測
更新 schedule-task 與 script-tool-creator 技能，改用 Agenvoy API 取代直接外部呼叫

Files Changed

File	Status	Tag
`internal/routes/handler/send.go`	Added	FEAT
`internal/routes/handler/sendSSE.go`	Added	FEAT
`internal/routes/handler/sendResult.go`	Added	FEAT
`internal/routes/handler/key.go`	Added	FEAT
`internal/routes/handler/tools.go`	Added	FEAT
`internal/routes/new.go`	Modified	FEAT
`cmd/app/main.go`	Added	FEAT
`internal/tui/new.go`	Added	FEAT
`internal/tui/fetchMeta.go`	Added	FEAT
`internal/tui/fileMonitor.go`	Added	FEAT
`internal/tui/globalShortcut.go`	Added	FEAT
`internal/tui/loadDir.go`	Added	FEAT
`internal/tui/readPath.go`	Added	FEAT
`internal/tui/selectFile.go`	Added	FEAT
`internal/tui/setDefault.go`	Added	FEAT
`internal/tui/format/error.go`	Added	FEAT
`internal/tui/format/history.go`	Added	FEAT
`internal/tui/format/summary.go`	Added	FEAT
`internal/tui/format/toolCall.go`	Added	FEAT
`internal/tools/{browser => fetchPage}/`	Renamed	REFACTOR
`internal/agents/provider/copilot/login.go`	Modified	SECURITY
`internal/agents/provider/copilot/new.go`	Modified	REFACTOR
`internal/tools/external/searchWeb/SearchWeb.go`	Modified	UPDATE
`internal/tools/external/googleRSS/fetch.go`	Modified	UPDATE
`configs/prompts/system_prompt.md`	Modified	UPDATE
`extensions/skills/schedule-task/SKILL.md`	Modified	UPDATE
`extensions/skills/script-tool-creator/SKILL.md`	Modified	UPDATE
`configs/jsons/providors/copilot.json`	Modified	UPDATE
`internal/filesystem/absPath.go`	Modified	FIX
`README.md`	Modified	DOC
`doc/README.zh.md`	Modified	DOC
`go.mod`	Modified	CHORE
`go.sum`	Modified	CHORE

©️ 2026 邱敬幃 Pardn Chiu

Agenvoy@v0.16.0: Introduced script tool as a first-class tool subsystem

邱敬幃 Pardn Chiu — Tue, 24 Mar 2026 16:47:10 +0000

repo: pardnchiu/Agenvoy

Agenvoy is inspired by OpenClaw, built on a Go-based architecture with multi-provider intelligent dispatch and a security-first design.

v0.15.2 -> v0.16.0

Summary

Introduced script tool as a first-class tool subsystem, allowing agents to discover and execute local JavaScript and Python scripts via a stdin/stdout JSON protocol — mirroring the existing API tool architecture. Also refactored internal package structure and fixed Discord file upload reliability.

翻譯
新增 script tool 子系統，讓 agent 可自動發現並執行本地 JavaScript 與 Python 腳本（stdin/stdout JSON 協定），架構與現有 API tool 對稱。同時重構內部套件結構，並修正 Discord 上傳問題。

Changes

FEAT

Script Tool Runtime — Add internal/scriptAdapter package mirroring internal/apiAdapter. On startup, the executor scans ~/.config/agenvoy/script_tools/ and <workdir>/.config/agenvoy/script_tools/ for subdirectories containing a tool.json manifest (name, description, parameters schema) and an executable script.js or script.py. Discovered tools are registered as first-class agent tools with the script_ prefix and dispatched via stdin/stdout JSON, identical to the API tool contract.
Add git tools for skill management (skill_git_commit, skill_git_log, skill_git_rollback)
Add Copilot token auto-relogin on 401 during token refresh

翻譯

Script Tool 執行環境 — 新增 internal/scriptAdapter，架構與 internal/apiAdapter 對稱。啟動時掃描 ~/.config/agenvoy/script_tools/ 與 /.config/agenvoy/script_tools/，自動載入包含 tool.json（name、description、parameters）與 script.js/script.py 的子目錄。已發現的工具以 script_ 前綴註冊為一等工具，透過 stdin/stdout JSON 協定執行，與 API tool 完全一致。
新增 skill 管理用 git 工具（commit、log、rollback）
新增 Copilot token 401 時自動重新登入

FIX

Fix Discord file upload failure caused by non-ASCII filenames (Japanese, special chars) in multipart upload
Fix system message ordering and multi-system-prompt merging for Nvidia provider

翻譯

修正 Discord 上傳含日文等非 ASCII 字元檔名時 multipart 上傳失敗的問題
修正 Nvidia provider 的 system message 排序與多 prompt 合併邏輯

UPDATE

Add file size validation (10MB limit) before Discord upload with user-facing warning
Update default download path to prefer ~/Downloads over ~/.config/agenvoy/download

翻譯

新增 Discord 上傳前檔案大小驗證（10MB 限制），超限時向用戶回報警告
預設下載路徑改為優先使用 ~/Downloads

REFACTOR

Rename internal/tools/apis/adapter → internal/apiAdapter and internal/tools/apis → internal/tools/api for consistent naming alongside the new scriptAdapter

翻譯

重命名 internal/tools/apis/adapter → internal/apiAdapter，internal/tools/apis → internal/tools/api，與新增的 scriptAdapter 形成對稱命名

ADD

Add script-tool-creator skill with Python initializer to scaffold new script tools
Add yt-dlp downloader and info query as example script tools

翻譯

新增 script-tool-creator skill 及 Python 腳手架腳本，快速建立新 script tool
新增 yt-dlp 下載與資訊查詢作為 script tool 使用範例

Files Changed

File	Status	Tag
`internal/scriptAdapter/ececute.go`	Added	FEAT
`internal/scriptAdapter/translator.go`	Added	FEAT
`internal/tools/executor.go`	Modified	FEAT
`internal/tools/types/executor.go`	Modified	FEAT
`internal/tools/git/skillCommit.go`	Added	FEAT
`internal/tools/git/skillLog.go`	Added	FEAT
`internal/tools/git/skillRollback.go`	Added	FEAT
`internal/tools/git/register.go`	Added	FEAT
`internal/agents/provider/copilot/refresh.go`	Modified	FEAT
`internal/discord/reply.go`	Modified	FIX
`internal/agents/provider/nvidia/send.go`	Modified	FIX
`internal/filesystem/filesystem.go`	Modified	UPDATE
`internal/tools/browser/download.go`	Modified	UPDATE
`internal/tools/browser/register.go`	Modified	UPDATE
`internal/tools/file/writeFile.go`	Modified	UPDATE
`internal/apiAdapter/` (from `tools/apis/adapter`)	Renamed	REFACTOR
`internal/tools/api/` (from `tools/apis`)	Renamed	REFACTOR
`internal/tools/register.go`	Modified	REFACTOR
`extensions/skills/script-tool-creator/SKILL.md`	Added	ADD
`extensions/skills/script-tool-creator/scripts/init_script_tool.py`	Added	ADD
`extensions/scripts/example-yt-dlp-downloader/`	Added	ADD
`extensions/scripts/example-yt-dlp-info/`	Added	ADD
`internal/filesystem/git.go`	Added	FEAT
`configs/prompts/system_prompt.md`	Modified	UPDATE
`go.mod`	Modified	CHORE

©️ 2026 邱敬幃 Pardn Chiu

Agenvoy@v0.15.0: Add Copilot Responses API endpoint support and token-budget message trimming

邱敬幃 Pardn Chiu — Tue, 24 Mar 2026 16:45:09 +0000

repo: pardnchiu/Agenvoy

Agenvoy is inspired by OpenClaw, built on a Go-based architecture with multi-provider intelligent dispatch and a security-first design.

v0.14.2 -> v0.15.0

Summary

Add Copilot Responses API endpoint support and token-budget message trimming, harden sandbox with sensitive path denial rules, and make history message limits configurable.

翻譯
新增 Copilot Responses API endpoint 支援與 token-budget 訊息裁剪機制，強化 sandbox 敏感路徑存取拒絕規則，並支援歷史訊息上限環境變數設定。

Changes

FEAT

Add Copilot Responses Endpoint support for GPT-5.4 and Codex models with dedicated response parsing
Add token-budget message trimming at session level to prevent input token overflow before agent execution

翻譯

新增 Copilot Responses Endpoint 支援 GPT-5.4 與 Codex 模型，含專用回應解析
新增 session 層級 token-budget 訊息裁剪，避免 agent 執行前超出輸入 token 上限

UPDATE

Make max history messages configurable via MAX_HISTORY_MESSAGES environment variable (default: 16)
Switch summary delimiter from HTML comments to XML tags and update trailing JSON regex to match xml format
Exclude lite models (flash-lite, nano, haiku) from agent selection to ensure stable structured output

翻譯

支援透過 MAX_HISTORY_MESSAGES 環境變數設定歷史訊息上限（預設：16）
將 summary 分隔符從 HTML comment 改為 XML tag，並更新 trailing JSON regex 支援 xml 格式
排除輕量模型（flash-lite、nano、haiku）於 agent 選擇，確保結構化輸出穩定性

SECURITY

Add sensitive path denial rules to macOS sandbox-exec and Linux bwrap with configurable denied paths from embedded JSON config
Restore --unshare-all namespace isolation with graceful fallback probe on Linux
Add --new-session flag to bwrap for additional process isolation

翻譯

新增 macOS sandbox-exec 與 Linux bwrap 敏感路徑存取拒絕規則，支援從嵌入式 JSON 設定檔載入
恢復 --unshare-all namespace 隔離並加入 graceful fallback 探測機制（Linux）
新增 bwrap --new-session 旗標以強化 process 隔離

PERF

Add MaxInputTokens() method to all provider agents for accurate per-model token budget calculation

翻譯

為所有 provider agent 新增 MaxInputTokens() 方法，實現精確的 per-model token budget 計算

Files Changed

File	Status	Tag
`configs/jsons/providors/copilot.json`	Modified	FEAT
`internal/agents/provider/copilot/response/responses.go`	Added	FEAT
`internal/agents/provider/copilot/send.go`	Modified	FEAT
`internal/agents/exec/trimMessages.go`	Added	FEAT
`internal/agents/exec/execute.go`	Modified	FEAT
`internal/agents/types/agent.go`	Modified	FEAT
`.env.example`	Modified	UPDATE
`internal/filesystem/sessionManager/session.go`	Modified	UPDATE
`internal/agents/exec/getSession.go`	Modified	UPDATE
`cmd/cli/main.go`	Modified	UPDATE
`configs/prompts/system_prompt.md`	Modified	UPDATE
`internal/agents/exec/extractSummary.go`	Modified	UPDATE
`configs/prompts/agent_selector.md`	Modified	UPDATE
`internal/sandbox/darwin.go`	Modified	SECURITY
`internal/sandbox/linux.go`	Modified	SECURITY
`internal/sandbox/sandbox.go`	Modified	SECURITY
`internal/agents/provider/claude/new.go`	Modified	PERF
`internal/agents/provider/compat/new.go`	Modified	PERF
`internal/agents/provider/copilot/new.go`	Modified	PERF
`internal/agents/provider/gemini/new.go`	Modified	PERF
`internal/agents/provider/nvidia/new.go`	Modified	PERF
`internal/agents/provider/openai/new.go`	Modified	PERF

©️ 2026 邱敬幃 Pardn Chiu

Agenvoy@v0.14.0: Add OS-native sandbox isolation with automatic bubblewrap installation on Linux

邱敬幃 Pardn Chiu — Wed, 18 Mar 2026 07:28:07 +0000

repo: pardnchiu/Agenvoy

Agenvoy is inspired by OpenClaw, built on a Go-based architecture with multi-provider intelligent dispatch and a security-first design.

v0.13.0 -> v0.14.0

Summary

Add OS-native sandbox isolation with automatic bubblewrap installation on Linux, per-request token usage tracking across all providers, and restructure tool handlers into individually named files.

Changes

FEAT

Add sandbox package with OS-native isolation: bubblewrap on Linux, sandbox-exec on macOS
Add automatic bubblewrap dependency detection and installation via system package manager on Linux
Add sandbox dependency check at startup in both CLI and Discord server entry points
Wrap all tool command execution and scheduler scripts through sandbox gate
Add per-request token usage accumulation across all tool-call iterations within a session
Display total token consumption (model + in/out) in CLI output and Discord reply footers

REFACTOR

Extract tool handlers into individually named files: glob.go → globFiles.go, list.go → listFiles.go, patch.go → patchEdit.go, search.go → searchContent.go
Remove monolithic routes.go; each handler self-registers via init-style pattern
Move exclude logic and file walk/list functions from tools into filesystem package
Simplify ReadFile/WriteFile by removing redundant dir parameter
Rename Executor field WorkPath → WorkDir for consistency
Resolve symlinks in GetAbsPath with fallback to parent resolution for new files

©️ 2026 邱敬幃 Pardn Chiu

Everyone’s raising their AI lobster. Not everyone has a server to run it on.

邱敬幃 Pardn Chiu — Mon, 16 Mar 2026 18:41:47 +0000

repo: pardnchiu/Agenvoy

v0.13.0 -> v0.14.0

Summary

Add OS-native sandbox isolation with automatic bubblewrap installation on Linux, per-request token usage tracking across all providers, and restructure tool handlers into individually named files.

Changes

FEAT

Add sandbox package with OS-native isolation: bubblewrap on Linux, sandbox-exec on macOS
Add automatic bubblewrap dependency detection and installation via system package manager on Linux
Add sandbox dependency check at startup in both CLI and Discord server entry points
Wrap all tool command execution and scheduler scripts through sandbox gate
Add per-request token usage accumulation across all tool-call iterations within a session
Display total token consumption (model + in/out) in CLI output and Discord reply footers

REFACTOR

Extract tool handlers into individually named files: glob.go → globFiles.go, list.go → listFiles.go, patch.go → patchEdit.go, search.go → searchContent.go
Remove monolithic routes.go; each handler self-registers via init-style pattern
Move exclude logic and file walk/list functions from tools into filesystem package
Simplify ReadFile/WriteFile by removing redundant dir parameter
Rename Executor field WorkPath → WorkDir for consistency
Resolve symlinks in GetAbsPath with fallback to parent resolution for new files

©️ 2026 邱敬幃 Pardn Chiu

GO-SQLite@v0.3.0: SQLite client with chained method calls

邱敬幃 Pardn Chiu — Wed, 28 Jan 2026 11:11:34 +0000

v0.2.0 -> v0.3.0

Summary

Added Delete method and refactored API to use chainable Context pattern, unifying Insert/Update return values for consistency.

Changes

FEAT

Add Delete(force ...bool) method for row deletion with optional force flag for unprotected deletes
Add Context(ctx context.Context) chainable method for context propagation

REFACTOR

Unify Insert() to return (int64, error) with LastInsertId instead of just error
Unify Update() to return (int64, error) with RowsAffected instead of (sql.Result, error)
Extract SQL building logic into independent methods: buildJoin(), buildOrderBy(), buildLimit(), buildOffset()
Add ExecAutoAsignContext() helper to automatically use context when available
Move Where() and OrWhere() to dedicated files for better organization

UPDATE

Mark legacy Context methods as deprecated: InsertContext(), InsertReturningID(), InsertContextReturningID(), InsertConflict(), InsertContexConflict(), InsertConflictReturningID(), InsertContextConflictReturningID(), GetContext(), GetWithTotal(), GetWithTotalContext(), FirstContext(), CountContext(), UpdateContext()
Remove deprecated insertBuilderConflict() internal function

Files Changed

File	Status	Tag
`builder.go`	Modified	FEAT
`insert.go`	Modified	REFACTOR
`select.go`	Modified	REFACTOR
`select_ext.go`	Modified	REFACTOR
`select_where.go`	Modified	REFACTOR
`select_or_where.go`	Modified	REFACTOR
`update.go`	Modified	REFACTOR
`main_test.go`	Modified	TEST
`README.md`	Modified	DOC
`README.zh.md`	Modified	DOC

©️ 2026 邱敬幃 Pardn Chiu

GO-SQLite@v0.2.0: SQLite client with chained method calls

邱敬幃 Pardn Chiu — Tue, 27 Jan 2026 19:26:17 +0000

v0.1.0 -> v0.2.0

Summary

Major refactoring of the database connector with singleton pattern using sync.Once, enhanced SQL validation with reserved keyword checking, and new chainable APIs for conflict handling and total count queries.

Changes

FEAT

Add GetWithTotal() and GetWithTotalContext() methods for paginated queries with total count
Add Builder.Raw() method to access underlying *sql.DB instance
Add Builder.Conflict() chainable method for insert conflict handling strategy

REFACTOR

Rename Database struct to Connector with singleton initialization via sync.Once
Simplify New() return signature from (*Database, *sql.DB, error) to (*Connector, error)
Refactor OrderBy direction parameter to typed constant (Asc/Desc)
Enhance column validation with length limit (128 chars) and SQL reserved keyword checking via embedded JSON
Adjust connection pool settings: MaxOpenConns=8, MaxIdleConns=2, enable WAL mode

UPDATE

Change Update() / UpdateContext() parameter to variadic map[string]any
Mark legacy conflict methods (InsertConflict, InsertContexConflict, InsertConflictReturningID, InsertContextConflictReturningID) as deprecated for v1.0.0
Mark Total() method as deprecated in favor of GetWithTotal()

Files Changed

File	Status	Tag
`instance.go`	Modified	REFACTOR
`builder.go`	Modified	FEAT
`select.go`	Modified	FEAT, REFACTOR
`insert.go`	Modified	FEAT, UPDATE
`update.go`	Modified	UPDATE
`utils.go`	Modified	REFACTOR
`sql_keywords.json`	Added	REFACTOR
`main_test.go`	Modified	REFACTOR
`README.md`	Modified	DOC
`README.zh.md`	Added	DOC
`LICENSE`	Added	DOC
`cover.png`	Added	DOC

GO-SQLite@v0.1.0: SQLite client with chained method calls

邱敬幃 Pardn Chiu — Tue, 27 Jan 2026 14:57:39 +0000

v0.0.0 -> v0.1.0

Summary

Initial release of go-sqlite, a lightweight SQLite ORM built on sqlite3 driver and database/sql, featuring connection pool management, schema builder, and a fluent query builder API consistent with go-mysql.

Changes

FEAT

Add connection pool management with configurable lifetime and automatic key derivation from path
Add Schema Builder with Create() method supporting columns, primary keys, auto-increment, unique constraints, defaults, and foreign keys
Add Insert methods: Insert(), InsertContext(), InsertReturningID(), InsertContextReturningID()
Add conflict handling strategies: InsertConflict() with IGNORE/REPLACE/ABORT/FAIL/ROLLBACK modes
Add ON CONFLICT DO UPDATE support for upsert operations
Add Select query builder: Select(), Where(), OrWhere(), Join(), LeftJoin(), OrderBy(), Limit(), Offset()
Add query execution methods: Get(), GetContext() returning *sql.Rows
Add convenience methods: First(), FirstContext(), Count(), CountContext()
Add Total() with window function (COUNT(*) OVER()) for pagination with total count
Add Update methods: Update(), UpdateContext() with map-based data
Add column modifiers: Increase(), Decrease(), Toggle() for atomic updates
Add raw query wrappers: Database.Query(), Database.QueryContext(), Database.Exec(), Database.ExecContext()

REFACTOR

Split single-file structure into modular components: instance.go, builder.go, insert.go, select.go, select_ext.go, select_where.go, select_or_where.go, update.go, utils.go
Extract column validation and quoting logic into utils.go with validateColumn() and quote()
Unify ForeignKey as struct type (Foreign) for cleaner API
Add automatic Builder state clearing after query execution via builderClear()
Remove test main function and strengthen nil checks with ping verification on connection

Files Changed

File	Status	Tag
`instance.go`	Added	FEAT
`builder.go`	Added	FEAT
`insert.go`	Added	FEAT
`select.go`	Added	FEAT
`select_ext.go`	Added	FEAT
`select_where.go`	Added	FEAT
`select_or_where.go`	Added	FEAT
`update.go`	Added	FEAT
`utils.go`	Added	REFACTOR
`main_test.go`	Added	TEST
`README.md`	Added	DOC
`.gitignore`	Modified	CHORE
`main.go`	Deleted	REMOVE

GO-FaaS@v0.4.3: Serverless function runtime

邱敬幃 Pardn Chiu — Sat, 03 Jan 2026 08:46:56 +0000

Summary

Refactored container management module with unified function and variable naming conventions, extracted container startup parameters into standalone function, and increased default CPU limit from 0.25 to 1.0.

Changes

REFACTOR

Extracted argsForRun function to unify container startup parameter handling

UPDATE

Increased MAX_CPUS_PER_CONTAINER default value from 0.25 to 1.0

GO-FaaS@v0.4.2: Serverless function runtime

邱敬幃 Pardn Chiu — Sat, 03 Jan 2026 05:46:35 +0000

Summary

Add CPU and memory limit configuration for containers, providing finer resource control, and optimize default runtime count calculation logic.

FEAT

Add CPU limit configuration for containers, supporting MAX_CPUS_PER_CONTAINER environment variable to set CPU quota per runtime (default 0.25)
Add memory limit configuration for containers, supporting MAX_MEMORY_PER_CONTAINER environment variable to set memory limit per runtime (default 128MB)

UPDATE

Optimize default runtime count calculation from runtime.NumCPU() to runtime.NumCPU() * 2

NanoJSON: Firebase-like JSON editor

邱敬幃 Pardn Chiu — Thu, 01 Jan 2026 08:51:06 +0000

Core Features

No Third-Party Dependencies

Developed entirely with native DOM APIs, no third-party dependencies, easily embeddable in any web project.

Visual JSON Editing Experience

Displays JSON data in a tree structure similar to the Firebase console, supports collapse/expand, dynamic node addition/removal, and provides an intuitive editing interface.

Full Type Support

Supports 5 standard JSON data types (string, number, boolean, array, object), allows real-time type switching while preserving data integrity.

GO-QUEUE@v1.1.2: Priority-based task queue with automatic timeout promotion

邱敬幃 Pardn Chiu — Thu, 01 Jan 2026 06:20:25 +0000

REFACTOR

task.go: Refactored taskHeap from a slice type to a struct, added tasks and minCap fields to support dynamic minimum capacity.
task.go: Updated Len, Less, Swap, Push, and Pop methods of taskHeap to fit the new struct structure.
pending.go: Fixed newPending initialization to calculate dynamic minimum capacity based on workers and size (max(16, min(size/8, size/workers))).

PERF

task.go: Optimized heap shrink logic, changed trigger condition from capacity > taskHeapMinCap && length < capacity/4 to capacity > minCap*4 && length < capacity/taskHeapMinCapRatio.
task.go: Improved shrink capacity calculation, using max(capacity/4, minCap) to ensure it does not fall below the minimum capacity.
pending.go: Optimized promoteLocked access efficiency by retrieving the tasks field first to avoid repeated access.

UPDATE

new.go: Fixed newPending call, added workers parameter.

FIX

new.go: Added debug log for timeout trigger (task.timeout_triggered), recording id, preset, and timeout information.