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Harness Engineering 第二阶段：建立跨 session 状态管理，解决 agent 每次对话失忆的问题。
Install Harness Step3 Session Management
$ npx skills add simbajigege/book2skills --skill harness-step3-session-management -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install simbajigege/book2skills harness-step3-session-management --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/simbajigege/book2skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/harness-step3-session-management .claude/skills/harness-step3-session-management && 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 "harness-step3-session-management" agent skill from https://github.com/simbajigege/book2skills/tree/main/skills/harness-step3-session-management into .claude/skills/harness-step3-session-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harness-step3-session-management", 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/simbajigege/book2skills/tree/main/skills/harness-step3-session-managementType 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 simbajigege/book2skills --skill harness-step3-session-management -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install simbajigege/book2skills harness-step3-session-management --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simbajigege/book2skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/harness-step3-session-management .agents/skills/harness-step3-session-management && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "harness-step3-session-management" agent skill from https://github.com/simbajigege/book2skills/tree/main/skills/harness-step3-session-management into .agents/skills/harness-step3-session-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harness-step3-session-management", 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 simbajigege/book2skills --skill harness-step3-session-management -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install simbajigege/book2skills harness-step3-session-management --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simbajigege/book2skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/harness-step3-session-management .cursor/skills/harness-step3-session-management && 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 "harness-step3-session-management" agent skill from https://github.com/simbajigege/book2skills/tree/main/skills/harness-step3-session-management into .cursor/skills/harness-step3-session-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harness-step3-session-management", 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/simbajigege/book2skills.git --path skills/harness-step3-session-management--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 simbajigege/book2skills --skill harness-step3-session-management -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install simbajigege/book2skills harness-step3-session-management --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simbajigege/book2skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/harness-step3-session-management .gemini/skills/harness-step3-session-management && 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 "harness-step3-session-management" agent skill from https://github.com/simbajigege/book2skills/tree/main/skills/harness-step3-session-management into .gemini/skills/harness-step3-session-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harness-step3-session-management", 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 simbajigege/book2skills harness-step3-session-managementInstalls 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 simbajigege/book2skills --skill harness-step3-session-management -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/simbajigege/book2skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/harness-step3-session-management .github/skills/harness-step3-session-management && 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 "harness-step3-session-management" agent skill from https://github.com/simbajigege/book2skills/tree/main/skills/harness-step3-session-management into .github/skills/harness-step3-session-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harness-step3-session-management", 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 simbajigege/book2skills --skill harness-step3-session-management -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install simbajigege/book2skills harness-step3-session-management --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/simbajigege/book2skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/harness-step3-session-management .opencode/skills/harness-step3-session-management && 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 "harness-step3-session-management" agent skill from https://github.com/simbajigege/book2skills/tree/main/skills/harness-step3-session-management into .opencode/skills/harness-step3-session-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harness-step3-session-management", 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
harness-step3-session-management- GitHub stars
- 183
- Token cost
- ~1.4k tokens
- SKILL.md length
- 235 words
- Files
- 7
- Skills in repo
- 37
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Harness Engineering 第二阶段：建立跨 session 状态管理，解决 agent 每次对话失忆的问题。
- Works in 5 steps: ：扫描项目启动方式 → ：创建 init.sh → ：创建 tasks.json → …
- Tasks that involve Authentication
- SKILL.md covers 目标, 执行步骤, 质量检验 and 完成后告知用户
- Calls bash, npm and git
What it does
Harness Step3 Session Management is an agent skill from simbajigege/book2skills. Harness Engineering 第二阶段：建立跨 session 状态管理，解决 agent 每次对话失忆的问题。 创建 tasks.json（任务清单）、progress.md（进度记录）、init.sh（环境初始化脚本）三个文件。 当用户说"建立任务管理"、"让 agent 记住进度"、"创建 tasks.json"、"跨 session 保持状态"、 "agent 每次都不记得上次做了什么"、"建立 progress 文件"、"初始化状态管理"时，立即使用此 skill。 前置条件：harness-step1 和 harness-step2 已完成（项目有 AGENTS.md 和 docs/ 知识库）。
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files (for example `README.md`, `en/harness-step3-session-management.md` and `examples/en.yaml`).
It sits in Agent Workflows, covering Authentication and Agent instruction files. The repository describes itself as: Create best skills based on best books. The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Authentication
- Tasks that involve Agent instruction files
Example prompts
- “建立任务管理”
- “让 agent 记住进度”
- “创建 tasks.json”
- “/harness-step3-session-management”
Requirements
- Python 3
- Node.js
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit e5ba66c. 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
Shell commands in SKILL.md call:
bashnpmgitpython3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm and git, which can reach the network depending on how they are called.
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
Harness Step3 Session Management loads about 1.4k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 235 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 simbajigege/book2skills at commit e5ba66c, republished under its Apache-2.0 licence (© simbajigege). 235 words, ~1,376 tokens.
Download SKILL.mdSave it as
.claude/skills/harness-step3-session-management/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.- name
- harness-step3-session-management
- description
- Harness Engineering 第二阶段：建立跨 session 状态管理，解决 agent 每次对话失忆的问题。 创建 tasks.json（任务清单）、progress.md（进度记录）、init.sh（环境初始化脚本）三个文件。 当用户说"建立任务管理"、"让 agent 记住进度"、"创建 tasks.json"、"跨 session 保持状态"、 "agent 每次都不记得上次做了什么"、"建立 progress 文件"、"初始化状态管理"时，立即使用此 skill。 前置条件：harness-step1 和 harness-step2 已完成（项目有 AGENTS.md 和 docs/ 知识库）。
Harness Step 3: 建立跨 Session 状态管理
目标
创建三个文件，让 agent 在任何新 session 开始时能在 30 秒内恢复工作状态：
init.sh：环境初始化脚本，验证项目可以正常启动tasks.json：当前任务清单，agent 的工作指令来源progress.md：人类可读的进度摘要，记录每次 session 的关键信息
核心原则：状态靠文件传递，不靠 agent 的记忆。git log 是主记录，这三个文件是辅助。
执行步骤
Step 1：扫描项目启动方式
在写 init.sh 之前，先确认项目如何启动和测试：
# 读 package.json 的 scripts（Node.js 项目）
cat package.json 2>/dev/null | grep -A 20 '"scripts"'
# 或读 Makefile（多语言项目）
cat Makefile 2>/dev/null | head -40
# 或读 pyproject.toml（Python 项目）
cat pyproject.toml 2>/dev/null | grep -A 20 '\[tool.poetry.scripts\]'
# 确认现有 AGENTS.md 里的启动命令
grep -A 5 '启动命令\|start\|dev\|run' AGENTS.md 2>/dev/null收集：
- 开发服务器启动命令
- 测试命令
- 类型检查/lint 命令（如果有）
- 有没有需要先跑的初始化步骤（如数据库迁移）
Step 2：创建 init.sh
init.sh 的作用：每次 session 开始时运行，快速验证环境是否正常，不正常就立即修复再继续。
#!/bin/bash
# init.sh — 每次 session 开始时运行
# 验证开发环境处于可工作状态
set -e # 任何步骤失败就停止
echo "=== 检查环境 ==="
# 1. 确认在正确目录
echo "工作目录: $(pwd)"
# 2. 安装依赖（如果 node_modules 不存在）
# [根据技术栈选择，以下是示例]
# Node.js:
if [ ! -d "node_modules" ]; then
echo "安装依赖..."
npm install
fi
# 3. 冒烟测试：验证项目能正常启动
# [根据项目实际情况写，目标是用最快的方式验证基本功能正常]
# 示例：跑一个最快的测试
# npm run test -- --testPathPattern=smoke 2>/dev/null || echo "警告：冒烟测试失败，请先修复"
echo "=== 环境检查完成，可以开始工作 ==="
echo "提示：运行 'git log --oneline -10' 查看最近工作历史"写作要求：
- 根据扫描到的实际启动命令填写，不要留示例注释
- 冒烟测试要快（< 30秒），目的是快速发现环境问题，不是跑完整测试套件
- 如果项目有数据库，加一步检查数据库连接是否正常
- 写完后实际运行一遍，确认脚本无报错：
bash init.sh
Step 3：创建 tasks.json
结构设计：
{
"project": "[项目名]",
"last_updated": "[今天日期，格式 YYYY-MM-DD]",
"current_focus": "[当前最重要的一件事，一句话]",
"tasks": [
{
"id": "[模块缩写]-[序号]",
"title": "[任务标题]",
"description": "[具体做什么，1-3句话]",
"status": "pending | in_progress | done | blocked",
"priority": "high | medium | low",
"blocked_by": "[阻塞原因，仅 blocked 状态时填写]",
"verify": "[如何验证这个任务完成了]",
"requires_eval": false
}
]
}字段说明（每次新增任务时必须逐字段填写，不能省略）：
| 字段 | 是否必填 | 说明 |
|---|---|---|
id | 必填 | 模块缩写 + 序号，如 auth-01、ui-03，简短可读 |
title | 必填 | 任务标题，一句话 |
description | 必填 | 具体做什么，1-3 句话 |
status | 必填 | 初始值为 pending，由 agent 工作时更新 |
priority | 必填 | high / medium / low |
blocked_by | 仅 blocked 时填 | 阻塞原因 |
verify | 必填 | 如何验证完成，必须是可执行的步骤（命令或操作） |
requires_eval | 必填 | 是否需要独立 Evaluator 评审，默认 false，见判断标准 |
requires_eval 判断标准（新增任务时必须对照判断，不能不加思考直接填 false）：
设为 true 的条件，满足任意一条即需要评审：
- 这是一个新功能（不只是修 bug 或改配置）
- 涉及安全、权限、数据校验相关逻辑
- 预计会修改 3 个以上文件
- 任务描述里有"重构"或"架构调整"
设为 false 的条件（以下全部满足才可以跳过评审）：
- 纯 bug 修复，改动范围明确
- 文档更新、注释补充
- 配置调整、环境变量修改
- 单元测试补充
如何确定初始任务列表：
优先从以下来源提取：
docs/exec-plans/active/里的计划文件（如果有）docs/exec-plans/tech-debt-tracker.md里的高优先级债务- README 里提到的 TODO 或路线图
- 询问用户：「当前最想推进的 3-5 个任务是什么？」
写作要求：
verify字段必须是可执行的步骤，不能写"确认功能正常"这种废话- 任务粒度：一个任务应该在 1-2 小时内完成，太大的拆分
- 初始状态：所有任务都是
pending，由 agent 工作时更新
询问用户（如果无法从现有文档推断任务）：
我已经扫描了项目，准备创建任务清单。请告诉我： 当前最想推进的 3-5 个任务是什么？ 每个任务用一句话描述就行。
Step 4：创建 progress.md
初始内容：
# 项目进度记录
> 每次 session 完成任务后，在顶部追加记录。不要删除历史。
> 格式：## [日期] [任务名]
---
## [今天日期] 初始化 Harness
- 完成 harness-step1：建立 docs/ 骨架
- 完成 harness-step2：填充知识库内容
- 完成 harness-step3：建立状态管理
- tasks.json 初始任务数：[N] 个
- 下次从这里开始：读 tasks.json，选 priority=high 且 status=pending 的任务开始Step 4b：更新 AGENTS.md —— 写入任务管理规则
找到 AGENTS.md 里 step2 写入的"每次完成一个任务后"部分，替换为以下内容：
### 新增任务时，必须：
1. 填写 tasks.json 里的所有字段，不能省略
2. 对照以下标准判断 `requires_eval`，不能默认填 false 不加思考：
- 新功能 / 涉及安全权限 / 改动超过 3 个文件 / 重构 → true
- 纯 bug 修复 / 文档更新 / 配置调整 → false
### 每次完成一个任务后，必须按顺序执行：
1. 执行 `tasks.json` 里该任务 `verify` 字段描述的验证步骤
2. 若该任务 `requires_eval` 为 `true`：填写 `sprint_output.md`，等待 Evaluator 评审通过后才能标记 `done`
若该任务 `requires_eval` 为 `false`：验证通过即可标记 `done`
3. git commit，格式：`type(scope): 做了什么，遗留了什么（如有）`
4. 在 `progress.md` 顶部追加本次记录
**禁止**：跳过 verify 步骤自行判断任务已完成。
**禁止**：不经判断直接把 `requires_eval` 设为 false。Step 5：验证整体联动
三个文件创建完后，模拟一次完整的 session 启动流程，验证联动是否正常：
# 模拟 agent 新 session 开始的操作序列
echo "=== 模拟新 session 启动 ==="
# 1. 跑 init.sh
bash init.sh
# 2. 看 git log
git log --oneline -10
# 3. 读 progress.md（确认文件存在且可读）
head -20 progress.md
# 4. 读 tasks.json（确认格式正确）
cat tasks.json | python3 -m json.tool > /dev/null && echo "tasks.json 格式正确" || echo "tasks.json 格式有误"全部通过才算完成。
质量检验
-
init.sh实际运行无报错？ -
tasks.jsonJSON 格式合法？每个任务都有verify和requires_eval字段？ - 每个任务的
requires_eval是否对照判断标准填写，而非默认 false？ -
progress.md有初始记录？ -
AGENTS.md里是否包含新增任务和完成任务的两条规则？
完成后告知用户
输出摘要：
创建的文件：
init.sh：[描述做了什么检查]tasks.json：[N] 个任务，其中需要 Evaluator 评审的 [N] 个progress.md：已初始化
如何使用：
现在你可以把项目交给 Claude Code 了。它每次启动时会自动读这三个文件 + git log， 恢复工作状态。你不需要每次都解释"上次做到哪里了"。
需要你做的事：
- 检查
tasks.json里的任务列表是否符合你的预期，可以手动增删 - 确认
requires_eval的判断是否合理 - 如果
init.sh有步骤失败，告诉我，我来修复
下一步：
- Harness 地基已完成（step1 + step2 + step3）
- 可以开始正式使用 Claude Code 开发
- 遇到 agent 反复违反代码规范时，运行
harness-step4-linter，把规则变成机械约束 - 遇到 agent 自评不可信时，运行
harness-step5-evaluator，引入独立评审
© simbajigege, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 6 other files in skills/harness-step3-session-management of simbajigege/book2skills.
- SKILL.md
- LICENSE
- README.md
- en/harness-step3-session-management.md
- examples/en.yaml
- examples/zh.yaml
- zh/harness-step3-session-management.md
Open the folder on GitHubat commit e5ba66c
Compare with similar skills
Harness Step3 Session Management 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 |
|---|---|---|---|---|---|---|
| Harness Step3 Session Management this skillsimbajigege/book2skills | 183 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server Builder with mcp-usemcp-use/mcp-use | 11k | — | ~923 | Automated safety check: Pass | Apache-2.0 | |
| Cao MCP Appsawslabs/cli-agent-orchestrator | 1.4k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Agent Md Refactormicronaut-projects/micronaut-openapi | 114 | — | ~766 | Automated safety check: Pass | Apache-2.0 | |
| Cross Origin Iframe Probejumodada/Drissionpage-MCP-Server | 487 | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Githits Onboardinggithits-com/githits-cli | 115 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 |
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Questions about Harness Step3 Session Management
What does Harness Step3 Session Management do?
Harness Engineering 第二阶段：建立跨 session 状态管理，解决 agent 每次对话失忆的问题。. Harness Step3 Session Management is an agent skill from simbajigege/book2skills.
When should I use Harness Step3 Session Management?
Harness Step3 Session Management fits situations like: tasks that involve Authentication; tasks that involve Agent instruction files.
How do I install Harness Step3 Session Management in Claude Code?
Run `npx skills add simbajigege/book2skills --skill harness-step3-session-management -a claude-code`. Or copy the skill folder (skills/harness-step3-session-management in simbajigege/book2skills) into .claude/skills/harness-step3-session-management in your project. Claude Code loads it when a task matches its description.
How do I install Harness Step3 Session Management in Codex?
Run `npx skills add simbajigege/book2skills --skill harness-step3-session-management -a codex`. Or copy the skill folder (skills/harness-step3-session-management in simbajigege/book2skills) into .agents/skills/harness-step3-session-management in your project. Codex loads it when a task matches its description.
Can I use Harness Step3 Session Management 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 simbajigege/book2skills --skill harness-step3-session-management -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/harness-step3-session-management, .gemini/skills/harness-step3-session-management, .github/skills/harness-step3-session-management and .opencode/skills/harness-step3-session-management in your project.
What does Harness Step3 Session Management need to run?
Going by SKILL.md and its folder, Harness Step3 Session Management needs the command-line tools its instructions call (bash, npm, git and python3). Our summary lists: Python 3; Node.js.
Does Harness Step3 Session Management access the network?
SKILL.md contains no URLs. Its commands use npm and git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Harness Step3 Session Management 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 Harness Step3 Session Management use?
Harness Step3 Session Management is published under the Apache-2.0 licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Harness Step3 Session Management use?
About 1.4k tokens (SKILL.md is roughly 5.5k 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 Harness Step3 Session Management?
Skills that share tags, products or a category with Harness Step3 Session Management: MCP Server Builder with mcp-use (mcp-use/mcp-use, 11k stars), Cao MCP Apps (awslabs/cli-agent-orchestrator, 1.4k stars), Agent Md Refactor (micronaut-projects/micronaut-openapi, 114 stars) and Cross Origin Iframe Probe (jumodada/Drissionpage-MCP-Server, 487 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Harness Step3 Session Management?
simbajigege (a GitHub user) maintains it in simbajigege/book2skills, which has 183 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on August 26, 2026.
Source: simbajigege/book2skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.