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“长时间运行 Agent 框架 - 项目初始化、feature 管理、进度追踪”
No licenceAuto-check: notes
Install Effective Harnesses
$ npx skills add liangdabiao/exa-research-mcp-skill --skill effective-harnesses -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill effective-harnesses --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/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/effective-harnesses .claude/skills/effective-harnesses && 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 "effective-harnesses" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/effective-harnesses into .claude/skills/effective-harnesses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effective-harnesses", 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/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/effective-harnessesType 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 liangdabiao/exa-research-mcp-skill --skill effective-harnesses -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill effective-harnesses --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/effective-harnesses .agents/skills/effective-harnesses && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "effective-harnesses" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/effective-harnesses into .agents/skills/effective-harnesses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effective-harnesses", 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 liangdabiao/exa-research-mcp-skill --skill effective-harnesses -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill effective-harnesses --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/effective-harnesses .cursor/skills/effective-harnesses && 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 "effective-harnesses" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/effective-harnesses into .cursor/skills/effective-harnesses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effective-harnesses", 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/liangdabiao/exa-research-mcp-skill.git --path .agents/skills/effective-harnesses--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 liangdabiao/exa-research-mcp-skill --skill effective-harnesses -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill effective-harnesses --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/effective-harnesses .gemini/skills/effective-harnesses && 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 "effective-harnesses" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/effective-harnesses into .gemini/skills/effective-harnesses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effective-harnesses", 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 liangdabiao/exa-research-mcp-skill effective-harnessesInstalls 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 liangdabiao/exa-research-mcp-skill --skill effective-harnesses -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/effective-harnesses .github/skills/effective-harnesses && 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 "effective-harnesses" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/effective-harnesses into .github/skills/effective-harnesses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effective-harnesses", 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 liangdabiao/exa-research-mcp-skill --skill effective-harnesses -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill effective-harnesses --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/effective-harnesses .opencode/skills/effective-harnesses && 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 "effective-harnesses" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/effective-harnesses into .opencode/skills/effective-harnesses/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effective-harnesses", 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
effective-harnesses- GitHub stars
- 110
- Token cost
- ~417 tokens
- SKILL.md length
- 98 words
- Files
- 12
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- None found
At a glance
- Works in 6 steps: 检查当前目录是否存在 feature_list.json → 读取 git log 了解项目历史 → 读取进度文件了解当前状态 → …
- SKILL.md covers 核心原则, 可用命令, 会话恢复流程 and feature_list.json 结构, plus 2 more sections
- Runs Shell scripts from its folder; calls npm
About this skill
Effective Harnesses is a skill in liangdabiao/exa-research-mcp-skill (110 stars). Its SKILL.md is about 417 tokens, with 11 other files in the folder. No licence found.
Requirements
- Pre-approved tools (allowed-tools): Read, Glob, Grep, Edit, Write, Bash, Task, AskUserQuestion
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- 检查当前目录是否存在 feature_list.json
- 读取 git log 了解项目历史
- 读取进度文件了解当前状态
- 选择最高优先级的未完成 feature
- 运行 init.sh 启动开发服务器
- 验证基础功能未被破坏
What it can do on your machine
Read from SKILL.md and the folder at commit 6a345be. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepEditWriteBashTaskAskUserQuestion
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships script files (Shell), which the agent can run.
Shell commands in SKILL.md call:
npm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm, 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
Effective Harnesses loads about 417 tokens when it runs. Until then it costs about 15 tokens; SKILL.md has 98 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Glob, Grep, Edit, Write, Bash, Task, AskUserQuestion
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 98 words (~417 tokens).
“本 skill 提供完整的长时间运行 Agent 框架实现，支持项目初始化、feature 管理、会话恢复和进度追踪。”
- name
- effective-harnesses
- allowed-tools
- Read, Glob, Grep, Edit, Write, Bash, Task, AskUserQuestion
Files
SKILL.md and 11 other files in .agents/skills/effective-harnesses of liangdabiao/exa-research-mcp-skill.
- SKILL.md
- .claude/settings.local.json
- .gitignore
- README.md
- commands/add-feature.md
- commands/complete.md
- commands/init.md
- commands/status.md
- effective-harnesses-study.md
- templates/feature-list.json
- templates/init.sh
- templates/progress.txt
Open the folder on GitHubat commit 6a345be
Compare with similar skills
Effective Harnesses 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 |
|---|---|---|---|---|---|---|
| Effective Harnesses this skillliangdabiao/exa-research-mcp-skill | 110 | — | ~417 | Automated safety check: Notes | None | |
| Add Effectremotion-dev/remotion | 63k | — | ~2.8k | Automated safety check: Pass | Custom licence | |
| Effect V4ComposioHQ/composio | 30k | — | ~1k | Automated safety check: Pass | MIT | |
| Healthcare Eval Harnessaffaan-m/ECC | 276k | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| Gan Style Harnessaffaan-m/ECC | 276k | 1 repos | ~3k | Automated safety check: Pass | MIT | |
| Harness Scoreruvnet/ruflo | 74k | — | ~605 | Automated safety check: Notes | MIT |
Similar skills
- Official
Effect V4
ComposioHQ/composio
Write, review, or upgrade Effect v4 code in the Composio CLI, cli-keyring, and json-schema-to-effect-schema packages, all pinned exactly to effect@4.0.0-rc.117 — Context.Service and explicit layers…
Healthcare Eval Harness
affaan-m/ECC
Patient safety evaluation harness for healthcare application deployments.
Gan Style Harness
affaan-m/ECC
GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously.
Harness Score
ruvnet/ruflo
5-dimension harness readiness scorecard from metaharness score <path.
Harness Similarity
ruvnet/ruflo
ADR-152 — weighted similarity between two harness fingerprints (genome + score JSON).
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Questions about Effective Harnesses
How do I install Effective Harnesses in Claude Code?
Run `npx skills add liangdabiao/exa-research-mcp-skill --skill effective-harnesses -a claude-code`. Or copy the skill folder (.agents/skills/effective-harnesses in liangdabiao/exa-research-mcp-skill) into .claude/skills/effective-harnesses in your project. Claude Code loads it when a task matches its description.
How do I install Effective Harnesses in Codex?
Run `npx skills add liangdabiao/exa-research-mcp-skill --skill effective-harnesses -a codex`. Or copy the skill folder (.agents/skills/effective-harnesses in liangdabiao/exa-research-mcp-skill) into .agents/skills/effective-harnesses in your project. Codex loads it when a task matches its description.
Can I use Effective Harnesses 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 liangdabiao/exa-research-mcp-skill --skill effective-harnesses -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/effective-harnesses, .gemini/skills/effective-harnesses, .github/skills/effective-harnesses and .opencode/skills/effective-harnesses in your project.
What does Effective Harnesses need to run?
Going by SKILL.md and its folder, Effective Harnesses needs a shell for the scripts in its folder and the command-line tools its instructions call (npm). Its frontmatter pre-approves these tools: Read, Glob, Grep, Edit, Write, Bash, Task, AskUserQuestion.
Does Effective Harnesses access the network?
SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Effective Harnesses safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Effective Harnesses use?
No licence was found for Effective Harnesses or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Effective Harnesses use?
About 417 tokens (SKILL.md is roughly 1.7k 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 Effective Harnesses?
Skills that share tags, products or a category with Effective Harnesses: Add Effect (remotion-dev/remotion, 63k stars), Effect V4 (ComposioHQ/composio, 30k stars), Healthcare Eval Harness (affaan-m/ECC, 276k stars) and Gan Style Harness (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Effective Harnesses?
liangdabiao (a GitHub user) maintains it in liangdabiao/exa-research-mcp-skill, which has 110 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on August 8, 2026.
Source: liangdabiao/exa-research-mcp-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.