Harness Engineering
10xChengTu/harness-engineering
Set up and improve harness engineering (AGENTS.md, docs/, lint rules, eval systems, project-level prompt engineering) for AI-agent-friendly codebases.
覆盖 Blade 的 Agent 决策执行、子代理、Agent Teams、Goal、任务列表与定时任务编排. An agent skill from echoVic/blade-code.
Install Knowledge Agent Execution And Orchestration
$ npx skills add echoVic/blade-code --skill knowledge-agent-execution-and-orchestration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install echoVic/blade-code knowledge-agent-execution-and-orchestration --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/echoVic/blade-code.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.trae/knowledges/agent-execution-and-orchestration .claude/skills/knowledge-agent-execution-and-orchestration && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "knowledge-agent-execution-and-orchestration" agent skill from https://github.com/echoVic/blade-code/tree/main/.trae/knowledges/agent-execution-and-orchestration into .claude/skills/knowledge-agent-execution-and-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-agent-execution-and-orchestration", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/echoVic/blade-code/tree/main/.trae/knowledges/agent-execution-and-orchestrationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add echoVic/blade-code --skill knowledge-agent-execution-and-orchestration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install echoVic/blade-code knowledge-agent-execution-and-orchestration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/echoVic/blade-code.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.trae/knowledges/agent-execution-and-orchestration .agents/skills/knowledge-agent-execution-and-orchestration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "knowledge-agent-execution-and-orchestration" agent skill from https://github.com/echoVic/blade-code/tree/main/.trae/knowledges/agent-execution-and-orchestration into .agents/skills/knowledge-agent-execution-and-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-agent-execution-and-orchestration", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add echoVic/blade-code --skill knowledge-agent-execution-and-orchestration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install echoVic/blade-code knowledge-agent-execution-and-orchestration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/echoVic/blade-code.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.trae/knowledges/agent-execution-and-orchestration .cursor/skills/knowledge-agent-execution-and-orchestration && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "knowledge-agent-execution-and-orchestration" agent skill from https://github.com/echoVic/blade-code/tree/main/.trae/knowledges/agent-execution-and-orchestration into .cursor/skills/knowledge-agent-execution-and-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-agent-execution-and-orchestration", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/echoVic/blade-code.git --path .trae/knowledges/agent-execution-and-orchestration--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add echoVic/blade-code --skill knowledge-agent-execution-and-orchestration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install echoVic/blade-code knowledge-agent-execution-and-orchestration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/echoVic/blade-code.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.trae/knowledges/agent-execution-and-orchestration .gemini/skills/knowledge-agent-execution-and-orchestration && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "knowledge-agent-execution-and-orchestration" agent skill from https://github.com/echoVic/blade-code/tree/main/.trae/knowledges/agent-execution-and-orchestration into .gemini/skills/knowledge-agent-execution-and-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-agent-execution-and-orchestration", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install echoVic/blade-code knowledge-agent-execution-and-orchestrationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add echoVic/blade-code --skill knowledge-agent-execution-and-orchestration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/echoVic/blade-code.git skills-src && mkdir -p .github/skills && cp -r skills-src/.trae/knowledges/agent-execution-and-orchestration .github/skills/knowledge-agent-execution-and-orchestration && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "knowledge-agent-execution-and-orchestration" agent skill from https://github.com/echoVic/blade-code/tree/main/.trae/knowledges/agent-execution-and-orchestration into .github/skills/knowledge-agent-execution-and-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-agent-execution-and-orchestration", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add echoVic/blade-code --skill knowledge-agent-execution-and-orchestration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install echoVic/blade-code knowledge-agent-execution-and-orchestration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/echoVic/blade-code.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.trae/knowledges/agent-execution-and-orchestration .opencode/skills/knowledge-agent-execution-and-orchestration && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "knowledge-agent-execution-and-orchestration" agent skill from https://github.com/echoVic/blade-code/tree/main/.trae/knowledges/agent-execution-and-orchestration into .opencode/skills/knowledge-agent-execution-and-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "knowledge-agent-execution-and-orchestration", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
knowledge-agent-execution-and-orchestration- GitHub stars
- 181
- Token cost
- ~1.2k tokens
- SKILL.md length
- 224 words
- Files
- 1
- Skills in repo
- 38
- Repo updated
- First seen
- Licence
- MIT
At a glance
覆盖 Blade 的 Agent 决策执行、子代理、Agent Teams、Goal、任务列表与定时任务编排. An agent skill from echoVic/blade-code.
- Tasks that involve Subagents
- SKILL.md covers Module Structure, Gotchas, Architecture and Decisions, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Autonomous loops
What it does
Knowledge Agent Execution And Orchestration is an agent skill from echoVic/blade-code. 覆盖 Blade 的 Agent 决策执行、子代理、Agent Teams、Goal、任务列表与定时任务编排。 进入时机：修改 Agent loop、完成门禁、Task 委派、团队协作、Goal 状态机或任务调度。 不包含：会话事件与恢复细节（见 ../session-state-and-context/）、工具执行内部管线（见 ../tool-and-automation-platform/）。关键词：Agent, executeLoopGenerator, Task, Subagent, Agent Teams, GoalStore, TaskScheduler, SessionTaskService。
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Subagents, Autonomous loops and Session handoff. The repository describes itself as: AI-powered CLI coding agent with 20+ built-in tools, MCP support, and multi-model providers. The licence is MIT.
When your agent uses it
- Tasks that involve Subagents
- Tasks that involve Autonomous loops
- Tasks that involve Session handoff
Example prompts
- “/knowledge-agent-execution-and-orchestration”
What it can do on your machine
Read from SKILL.md and the folder at commit 30f8684. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Knowledge Agent Execution And Orchestration loads about 1.2k tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 224 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from echoVic/blade-code at commit 30f8684, republished under its MIT licence (© echoVic). 224 words, ~1,224 tokens.
Download SKILL.mdSave it as
.claude/skills/knowledge-agent-execution-and-orchestration/SKILL.md (or your agent's skills folder).- name
- knowledge-agent-execution-and-orchestration
- description
- 覆盖 Blade 的 Agent 决策执行、子代理、Agent Teams、Goal、任务列表与定时任务编排。 进入时机：修改 Agent loop、完成门禁、Task 委派、团队协作、Goal 状态机或任务调度。 不包含：会话事件与恢复细节（见 ../session-state-and-context/）、工具执行内部管线（见 ../tool-and-automation-platform/）。关键词：Agent, executeLoopGenerator, Task, Subagent, Agent Teams, GoalStore, TaskScheduler, SessionTaskService。
Module Structure
该域负责把一次用户意图推进为可持久恢复、可委派、可验证的 Agent 工作；会话状态和具体工具副作用由相邻领域提供，本域只编排它们。
Directory Layout
packages/cli/src/agent/— 无状态 Agent 外壳、决策循环、子代理和团队运行时loop/— Provider 回合、工具调度、完成门禁和持久化边界subagents/— 子代理配置、执行、恢复、结果采纳和 worktree 生命周期teams/— 团队成员、任务图、邮箱和状态投影runtime/— 本域使用的任务与定时调度器
packages/cli/src/goals/— 持久 Goal 状态机、延续提示和完成验证记录packages/cli/src/prompts/— 系统提示组装与运行模式指令packages/cli/src/services/CodeReviewService.ts— 只读审查会话编排packages/cli/src/services/SessionTaskService.ts— 独立任务 Session 与隔离 worktree 创建
Key Entry Points
Agent.chatStream()inpackages/cli/src/agent/Agent.ts— 各运行表面的统一 Agent 事件流入口executeLoopGenerator()inpackages/cli/src/agent/loop/executeLoopGenerator.ts— Provider、工具和完成门禁的核心循环createTaskTool()inpackages/cli/src/tools/builtin/task/task.ts— 子代理前台、后台与恢复入口TeamRuntime.create()inpackages/cli/src/agent/teams/TeamRuntime.ts— 团队和成员启动入口GoalStoreinpackages/cli/src/goals/GoalStore.ts— Goal 持久状态机SessionTaskService.createSessionTask()inpackages/cli/src/services/SessionTaskService.ts— 顶层任务 Session 创建入口
Gotchas
- “Task”在本域有三套不同身份：
Task工具启动子代理，TaskListManager保存 Agent 内检查清单，SessionTaskService创建可在看板和调度器中运行的顶层 Session；三者不能共用 ID 或生命周期假设 (packages/cli/src/tools/builtin/task/task.ts,packages/cli/src/tools/builtin/task/TaskListManager.ts,packages/cli/src/services/SessionTaskService.ts) - Goal、任务列表和团队工具被声明为
ToolKind.ReadOnly只表示工具权限分类，不表示无副作用；它们会写 sidecar、启动子代理或改变 durable 状态 (packages/cli/src/tools/builtin/goal/goalTools.ts,packages/cli/src/tools/builtin/task/taskListTools.ts,packages/cli/src/tools/builtin/team/teamTools.ts) Agent.executeTask()只是一次直接模型调用，不经过工具循环、完成门禁或 durable turn 协议；需要完整编排行为的调用方必须走chatStream()/chat()(packages/cli/src/agent/Agent.ts,packages/cli/src/agent/ExecutionEngine.ts)- 子代理、团队成员和定时任务最终都复用 Session Runtime，但各自另有 sidecar；只修复主 Session transcript 不会自动修复这些编排状态 (
packages/cli/src/agent/subagents/AgentSessionStore.ts,packages/cli/src/agent/teams/TeamStore.ts,packages/cli/src/services/ScheduleStore.ts)
Architecture
Agent保存模型与工具依赖，不保存 session ID 或消息历史；每次调用从ChatContext取状态，存在 Session 时再由SessionRuntime提供资源快照、持久化和活动轮次所有权 (packages/cli/src/agent/Agent.ts)- Goal 完成不是独立于 Agent loop 的按钮操作：
UpdateGoal complete只生成候选，loop 强制启动保留的goal-verification子代理，PASS 后才由宿主最终提交 (packages/cli/src/agent/loop/goalCompletionVerification.ts,packages/cli/src/goals/GoalStore.ts,git:0eff1b2a) - Agent Teams 是子代理运行时和共享任务列表之上的组合层，而不是另一套 Agent 实现；成员由
BackgroundAgentManager执行，依赖图复用TaskListManager(packages/cli/src/agent/teams/TeamRuntime.ts,packages/cli/src/agent/teams/TeamTaskGraph.ts) - 定时任务不直接执行模型请求；
TaskScheduler调用与 Web/CLI 任务相同的dispatchTask路径，因此继承顶层任务的准入、隔离、恢复和事件投影 (packages/cli/src/agent/runtime/TaskScheduler.ts,packages/cli/src/services/SessionTaskService.ts,git:675b11bc) - 子代理生命周期、团队事件、Goal 更新和任务列表更新最终汇入统一 Loop/Bus 事件，再由 TUI、Web、Headless 与 ACP 投影；新增状态不能只更新某一个界面 (
packages/cli/src/agent/loop/types.ts,packages/cli/src/agent/loop/toolDomainPolicy.ts,packages/cli/src/agent/teams/TeamEvents.ts)
Decisions
- 编排状态按恢复边界拆成独立存储：对话走 Session JSONL，子代理走 agent sidecar，Goal、团队、任务列表和 schedule 各自原子写入；这样各状态机可以独立校验和恢复，代价是跨文件完成必须携带可核对 receipt (
packages/cli/src/agent/loop/conversationPersistence.ts,packages/cli/src/agent/subagents/AgentSessionStore.ts,packages/cli/src/goals/GoalStore.ts) - 文件系统隔离由任务或子代理启动层创建并交给子 Session，Agent loop 只观察 workspace 转换和完成证据；不要在 loop 内另建 worktree 生命周期 (
packages/cli/src/services/SessionTaskService.ts,packages/cli/src/agent/subagents/SubagentWorktreeLifecycle.ts,packages/cli/src/agent/loop/toolDomainPolicy.ts)
Patterns
- 所有可恢复的委派都先生成稳定 child Session ID，再把 lineage、owner 和配置快照持久化；完成结果通过同一身份回接父会话，避免按显示名称猜测归属 (
packages/cli/src/agent/loop/durableToolIdentity.ts,packages/cli/src/agent/subagents/AgentSessionStore.ts) - 对外表面只消费事件和快照，不直接拥有编排状态；状态刷新或重启后的投影应重新读取 durable source，而不是缓存 UI 组件内部状态 (
packages/cli/src/agent/loop/types.ts,packages/cli/src/agent/teams/TeamRuntime.ts,packages/cli/src/services/ScheduleStore.ts)
Child Knowledge Nodes
./decision-loop-and-completion/SKILL.md— 进入时机：修改流式决策循环、工具回合、持久提交顺序、完成门禁、系统提示或结构化输出./subagent-runtime/SKILL.md— 进入时机：修改子代理发现、前后台执行、resume lineage、结果采纳、只读验证代理或隔离 worktree./agent-teams/SKILL.md— 进入时机：修改团队创建、成员状态、共享任务图、邮箱通信、认领/完成流程或多端投影./goals-tasks-and-scheduling/SKILL.md— 进入时机：修改 Goal 状态机、Agent 任务列表、顶层任务 Session、定时触发或任务交付
© echoVic, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .trae/knowledges/agent-execution-and-orchestration of echoVic/blade-code.
Open the folder on GitHubat commit 30f8684
Compare with similar skills
Knowledge Agent Execution And Orchestration next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Knowledge Agent Execution And Orchestration this skillechoVic/blade-code | 181 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Harness Engineering10xChengTu/harness-engineering | 102 | 1 repos | ~1k | Automated safety check: Pass | None | |
| Migrating Claude Agent SDK To Pydantic AIpydantic/pydantic-ai | 20k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Orchestratorbacknotprop/orchestrator | 118 | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Cursor Orchestratecursor/plugins | 10k | — | ~1.1k | Automated safety check: Pass | None | |
| Agent-Foreman Feature Runmylukin/agent-foreman | 250 | — | ~1.6k | Automated safety check: Notes | None |
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Questions about Knowledge Agent Execution And Orchestration
What does Knowledge Agent Execution And Orchestration do?
覆盖 Blade 的 Agent 决策执行、子代理、Agent Teams、Goal、任务列表与定时任务编排. An agent skill from echoVic/blade-code. Knowledge Agent Execution And Orchestration is an agent skill from echoVic/blade-code.
When should I use Knowledge Agent Execution And Orchestration?
Knowledge Agent Execution And Orchestration fits situations like: tasks that involve Subagents; tasks that involve Autonomous loops; tasks that involve Session handoff.
How do I install Knowledge Agent Execution And Orchestration in Claude Code?
Run `npx skills add echoVic/blade-code --skill knowledge-agent-execution-and-orchestration -a claude-code`. Or copy the skill folder (.trae/knowledges/agent-execution-and-orchestration in echoVic/blade-code) into .claude/skills/knowledge-agent-execution-and-orchestration in your project. Claude Code loads it when a task matches its description.
How do I install Knowledge Agent Execution And Orchestration in Codex?
Run `npx skills add echoVic/blade-code --skill knowledge-agent-execution-and-orchestration -a codex`. Or copy the skill folder (.trae/knowledges/agent-execution-and-orchestration in echoVic/blade-code) into .agents/skills/knowledge-agent-execution-and-orchestration in your project. Codex loads it when a task matches its description.
Can I use Knowledge Agent Execution And Orchestration in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add echoVic/blade-code --skill knowledge-agent-execution-and-orchestration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/knowledge-agent-execution-and-orchestration, .gemini/skills/knowledge-agent-execution-and-orchestration, .github/skills/knowledge-agent-execution-and-orchestration and .opencode/skills/knowledge-agent-execution-and-orchestration in your project.
What does Knowledge Agent Execution And Orchestration need to run?
SKILL.md names no scripts, command-line tools or credentials: Knowledge Agent Execution And Orchestration is instructions for the agent only.
Does Knowledge Agent Execution And Orchestration access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Knowledge Agent Execution And Orchestration safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Knowledge Agent Execution And Orchestration use?
Knowledge Agent Execution And Orchestration is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Knowledge Agent Execution And Orchestration use?
About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Knowledge Agent Execution And Orchestration?
Skills that share tags, products or a category with Knowledge Agent Execution And Orchestration: Harness Engineering (10xChengTu/harness-engineering, 102 stars), Migrating Claude Agent SDK To Pydantic AI (pydantic/pydantic-ai, 20k stars), Orchestrator (backnotprop/orchestrator, 118 stars) and Cursor Orchestrate (cursor/plugins, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Knowledge Agent Execution And Orchestration?
echoVic (a GitHub user) maintains it in echoVic/blade-code, which has 181 GitHub stars. The repository holds 38 skills in this directory. The repository was last updated on September 27, 2026.
Source: echoVic/blade-code on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.