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Agent Skill · 研究检索

project-long-task(项目长期任务)

project-long-task 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

project-long-task 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 62,370。

总安装 336周安装 14GitHub Stars 公开资料未说明下载 112核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:project-long-task(项目长期任务)
来源仓库:https://github.com/phlegonlabs/skills
仓库路径:skills/project-long-task
安装命令:
npx skills add https://github.com/phlegonlabs/skills --skill project-long-task
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/phlegonlabs/skills --skill project-long-task

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

project-long-task 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词、任务场景或来源线索快速定位候选结果。适用于长期项目跟踪、复杂任务拆解和资源调度等研究检索类任务场景。

通过关键词输入和来源仓库路径,Agent 可自动提取并整理相关项目信息。安装前建议确认权限范围和维护状态,避免触发不必要的联网或文件操作。需结合原始 README 进一步核验具体功能和使用限制,确保符合实际部署环境。

来源仓库内路径:skills/project-long-task

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/phlegonlabs/skills --skill project-long-task;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

project-long-task 怎么安装?

在终端执行 npx skills add https://github.com/phlegonlabs/skills --skill project-long-task。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

project-long-task 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

project-long-task 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

project-long-task 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

project-long-task 用的人多吗?

公开数据是累计安装 336 次,近一周安装 14 次,下载 112 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

project-long-task 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
project-long-task

项目长期任务 · 本页

336—需要联网未明确未通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Project Long Task

A structured workflow for long-running, milestone-based builds. This skill supports two modes:

  • Init mode — New project: collects requirements through an interactive interview, then generates a complete documentation scaffold that guides autonomous execution from planning through implementation.
  • Update mode — Existing project: collects requirements for a change through a focused interview, then updates the existing documentation to incorporate the change. Supports three update types:

- New Feature — Adding new functionality (3-8 interview rounds) - Bug Fix — Fixing issues that may change behavior or architecture (1-3 interview rounds) - Change — Requirement changes, refactors, tech migrations (2-5 interview rounds)

Why this structure works

Long-running tasks fail when context drifts or the executor loses track of what's done and what's next. This workflow prevents that by separating concerns into distinct documents that each serve a clear purpose:

  • A spec that never changes (what to build)
  • A plan that tracks progress (what's done, what's next)
  • Execution rules that enforce discipline (how to work)
  • Living docs that stay accurate (architecture + user docs)
  • A production readiness gate that ensures the final output is deployment-ready, not a demo or prototype

The interview phase is critical — it forces clarity before any code is written, which saves hours of rework later.

Mode Detection

At the start, detect which mode to use:

  1. Check if docs/architecture.md and docs/plans.md already exist in the project
  2. If both exist → Update mode (the project was previously initialized with this skill)
  3. If neither exists → Init mode (new project)
  4. If only one exists → Potentially corrupted state. Inform the user which file is missing and ask: init from scratch (overwrite), or attempt update with incomplete docs?
  5. If ambiguous for other reasons, ask the user whether they are modifying the existing project or starting fresh

Complexity Tiers

After Step 2 (Project Goals), assess complexity and assign a tier. This determines interview depth, milestone count, and review scope throughout the entire workflow.

Default tier is Standard. Only downgrade to Lite if the user explicitly requests a simplified interview or the project is clearly trivial (e.g., a single-file script, a config wrapper). When in doubt, stay at Standard.

TierWhenTarget QuestionsInterview RoundsFollow-up CapMilestonesReview
LiteSingle-purpose tool, 1 role, no auth, no integrations — only if user explicitly requests simplified interview~107-9 base rounds (may condense Rounds 4-5, 8-9 but do NOT skip entirely)54-6Agent 1 + Agent 2
StandardDefault for all projects — most projects fall here~15All applicable rounds (full protocol; GUI ~10-11, CLI ~10-13 effective rounds)87-10Agent 1 + Agent 2 + Agent 3
ComplexMulti-role, multi-platform, integration-heavy, enterprise~25-30All applicable rounds (full protocol) + extended depth on architecture, security, scale2010-14Agent 1 + Agent 2 + Agent 3, then second-pass recheck

Announce the tier to the user after Step 2 and let them override it. Default assumption is Standard.

Workflow

Phase 1: Interactive Interview

Collect project information through an interactive conversation. See references/interview.md for the full interview protocol including all rounds, follow-up triggers, and examples.

Steps overview:

  1. Project Name — Ask the user for the project name
  2. Project Goals — Free-form description of what they're building, the problem, and target users
  3. Clarifying Questions — AI-driven discovery interview (rounds and depth determined by complexity tier, covering user journeys, components, tech stack finalization, UI/CLI preferences, and deployment). Adaptive follow-ups for ambiguities. Tech stack is locked during this step (Round 10.7).
  4. Tier Recheck — After all interview rounds, reassess tier based on what was discovered. If the project turned out more complex than initially assessed, upgrade the tier and announce the change to the user.
  5. Synthesis & Confirmation — Present a complete project summary for user approval before generating docs

Phase 2: Generate Documentation

After confirmation, create the docs/ directory and generate all documents. See references/templates.md for the full templates and structure of each file.

Documents generated:

  • docs/architecture.md — Single source of truth: project background, user journeys, components, product spec, technical architecture
  • docs/plans.md — Execution plan with milestones, sub-tasks, acceptance criteria, verification commands
  • docs/implement.md — Non-negotiable execution rules for disciplined autonomous work
  • docs/secrets.md — Secrets & API keys guidance (env vars + safe key handling)
  • docs/documentation.md — User-facing documentation, kept in sync with reality
  • CLAUDE.md + AGENT.md — Quick-reference files for AI coding tools (identical content, under 120 lines)

Phase 2.5: Multi-Agent Documentation Review

Launch a multi-agent review team to validate documentation quality, consistency, and completeness. See references/review.md for the full review protocol and agent definitions. If multi-agent spawning isn't available in your environment, run the same checklists sequentially as a self-review.

Review agents:

  • Agent 1 — Architecture & Spec Reviewer (validates architecture.md completeness)
  • Agent 2 — Plans & Milestones Reviewer (validates plans.md coverage and ordering)
  • Agent 3 — Execution Rules & Cross-doc Consistency Reviewer (validates all docs are consistent)

Fix all issues found, then proceed.

Phase 3: Next Steps

After review, tell the user:

  1. The docs are ready at docs/
  2. Suggest they review docs/architecture.md and docs/plans.md
  3. Explain they can start execution by feeding docs/implement.md as instructions
  4. Mention they can adjust milestone count/scope in docs/plans.md before starting
  5. Emphasize: The final milestone is a Production Readiness Gate — the project is NOT considered complete until it passes all production-readiness checks. Every milestone builds toward a production-grade deliverable, not a demo or prototype.

Update Mode (modifying an existing project)

When mode detection determines Update mode, follow this lighter workflow instead of the full Init flow. See references/interview.md § "Update Mode Interview" for the full protocol.

Update Phase 1: Context Loading

  1. Read all existing docs: docs/architecture.md, docs/plans.md, docs/implement.md, docs/secrets.md, docs/documentation.md
  2. Identify: current milestone progress, existing features, tech stack, established patterns
  3. Briefly summarize the project's current state to the user to confirm alignment

Update Phase 1.5: Update Type Classification

Ask the user what kind of change they're making, or infer from their description:

TypeWhenInterview RoundsFollow-up Cap
New FeatureAdding new functionality to the project3-8 rounds (F1-F8)8-15
Bug FixFixing a bug that may change behavior, architecture, or require doc updates1-3 rounds (B1-B3)5
ChangeRequirement changes, refactors, tech migrations, removing features2-5 rounds (C1-C5)8

Announce the classified type to the user and let them override.

Type reclassification: If during the interview the actual scope significantly exceeds the classified type (e.g., a Bug Fix turns out to require architectural changes, or a Change reveals new feature needs), re-classify the update type, announce the reclassification to the user, and adjust the remaining interview rounds accordingly.

Update Phase 2: Update Interview

A focused interview scoped to the change (NOT a full project interview). See references/interview.md for the full protocol for each update type.

Steps overview:

  1. Description — Ask the user to describe the change in their own words
  2. Clarifying Questions — Rounds and depth determined by update type (see table above)
  3. Synthesis & Confirmation — Present a change summary for user approval

Update Phase 3: Update Documentation

After confirmation, update (not recreate) the existing documents. What to update depends on the type:

All types:

  • docs/plans.md — Insert new milestones before the Production Readiness Gate (Milestone PR), not after it. The PR milestone must always remain the final milestone. For Bug Fix, add a fix milestone before PR. Follow the same milestone format. Keep existing milestones intact. Update Milestone PR sub-tasks if the change introduces new production-readiness requirements.
  • docs/documentation.md — Add new milestones to the status section

New Feature:

  • docs/architecture.md — Append new user journeys, pages, components, and product spec sections. Update technical architecture if the feature introduces new patterns or integrations.
  • docs/secrets.md — Update if the feature introduces new secrets or integrations
  • CLAUDE.md + AGENT.md — Update if new commands, structure, or conventions are introduced

Bug Fix:

  • docs/architecture.md — Update only if the fix changes documented behavior or reveals a spec gap. Add a note in the relevant product spec section describing the corrected behavior.
  • docs/plans.md — Record the bug in Implementation Notes

Change:

  • docs/architecture.md — Modify affected sections (user journeys, components, tech architecture, etc.). Mark removed or replaced content clearly — do not silently delete.
  • docs/secrets.md — Update if integrations or secrets change
  • CLAUDE.md + AGENT.md — Update if commands, structure, or conventions change
  • docs/implement.md — Update only if the change alters execution rules (e.g., new tech stack, new workflow)

Do NOT modify:

  • Existing completed milestone content (unless fixing a discovered inconsistency)
  • docs/implement.md (unless the change genuinely requires new execution rules)

Update Phase 3.5: Documentation Review

Run a lighter review focused on the changes. See references/review.md for full checklist details.

Use Agent 2 (Plans reviewer) + Agent 3 (Consistency reviewer). Skip Agent 1 unless the change adds entirely new user roles or major architectural changes.

Focus areas:

  • Agent 2: Verify new/modified milestones cover all aspects of the change; new milestones are inserted before Milestone PR; milestone ordering is logical
  • Agent 3: Verify no contradictions between new and existing content; updated architecture sections are consistent; CLAUDE.md/AGENT.md are updated if needed

Update Phase 4: Next Steps

Tell the user:

  1. The docs have been updated
  2. Summarize what was changed (new/modified milestones, updated architecture sections, etc.)
  3. Suggest they review the changes in docs/architecture.md and docs/plans.md
  4. Mention they can adjust the new milestones before starting execution
  5. Remind: New milestones follow the same production-quality standard — every sub-task produces deployment-ready code. If the update adds significant new functionality, ensure the Production Readiness Gate milestone is updated to cover the new scope.

Language

Follow the user's language preference. If they write in Chinese, generate documents in Chinese. If they write in English, generate in English. Technical terms (file names, commands, code) stay in English regardless.

平台分布

Codex

34.2%
按下载量换算38

Claude

29.2%
按下载量换算33

Cursor

20.3%
按下载量换算23

Gemini CLI

10.31%
按下载量换算12

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

未通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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