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Agent Skill · 研究检索

specs(specs 搜索)

specs 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。

specs 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,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 66,424。

总安装 264周安装 11GitHub Stars 公开资料未说明下载 88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:specs(specs 搜索)
来源仓库:https://github.com/nathanfaucett/agents
仓库路径:skills/specs
安装命令:
npx skills add https://github.com/nathanfaucett/agents --skill specs
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/nathanfaucett/agents --skill specs

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。

用于查找、检索和筛选相关信息,支持关键词匹配与任务场景驱动的结果定位。适合在 Codex、Claude、Cursor、Gemini CLI 中快速获取候选结果,提升研究效率。通过 npx 安装,需确认权限范围和维护状态,注意可能的联网或文件访问行为。建议结合来源仓库和原始 README 核验具体实现方式与使用限制。

specs 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/specs

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/nathanfaucett/agents --skill specs;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

specs 怎么安装?

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

specs 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。

specs 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。

specs 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。

specs 用的人多吗?

公开数据是累计安装 264 次,近一周安装 11 次,下载 88 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。

specs 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

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。
  • 第三方扫描已通过,常见的高风险行为没有命中。

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
specs

specs 搜索 · 本页

264—需要联网未明确通过

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

Spec-Driven Development (SDD)

When to use

Use this skill when work must follow explicit spec artifacts with strict ordering, hard gates, and machine-readable status.

When not to use

Do not use this skill when work is ad hoc, low-risk, or too small to justify strict phase gates and orchestration artifacts.

  • The task is a small bug fix or routine maintenance with obvious scope.
  • Requirements are too volatile to commit to written phase artifacts yet.
  • The team needs rapid exploratory iteration rather than deterministic gated execution.
  • The repository does not use the required specs/ artifact structure.

Purpose

SDD has four ordered phases:

  1. Specify: define requirements, stories, constraints, and success criteria.
  2. Plan: map requirements to architecture and codebase.
  3. Task: decompose into atomic executable tasks.
  4. Implement: execute and validate against requirements.

Core Operating Rules

  1. Continue-forward by default: advance immediately when gates pass.
  2. Stop only for an open phase questions file or a hard blocker.
  3. Never pause for manual confirmation between successful deterministic steps.
  4. Do not use explicit redirect pointers; flow is derived from phase state, dependencies, and queue order.
  5. Never transition a phase or task to complete/done without recorded completion evidence in a required artifact.

Invocation Contract

Command-style specs invocations are execution commands, not explanation prompts.

Examples include: /specs continue, /specs run, /specs advance, and equivalent natural-language requests to proceed.

When invoked, the agent must attempt the deterministic run loop immediately and update artifacts when gates pass.

Required behavior for command-style specs invocations:

  1. Perform repository reads and validation checks directly; do not ask the user to pick a spec/task when specs/status.yaml already defines active work.
  2. Execute the next legal transition(s) and write updates in deterministic order.
  3. Continue forward automatically until reaching a hard stop condition.
  4. Return an action report of what changed, what is now active, and why execution stopped (if it stopped).

Only ask the user for input when one of these hard-stop conditions is true:

  1. Required orchestration artifacts are missing or invalid and cannot be repaired deterministically.
  2. A phase/task is blocked by an unresolved questions file.
  3. A blocker requires a product or architecture decision that is not inferable from artifacts.

Forbidden response pattern for command-style specs invocations:

  1. Purely instructional or explanatory text that does not attempt any state transition.
  2. Deferring with "tell me which spec/task" when active spec/task is already discoverable from existing status files.

Required Repository Layout

Required at repository root:

  • specs/
  • AGENTS.md

Each spec folder must be named as:

  • specs/01_feature_name/
  • specs/02_another_feature/
  1. Prefix is two-digit zero-padded ordinal: 01, 02, 03,...
  2. Separator is underscore
  3. Suffix is lowercase snake_case feature name

Each spec folder must contain:

  • status.yaml
  • specification.md
  • technical-plan.md
  • tasks/
  • implementation.md

Specs Orchestration Status

specs/status.yaml is the cross-spec orchestration index.

Rules:

  1. File name is exactly status.yaml under specs/.
  2. YAML only.
  3. Must include all currently active specs.
  4. Must include all currently active tasks.
  5. active_tasks supports one or more entries for parallel execution.

Required keys:

  • active_specs
  • active_tasks
  • updated_at

specs/status.yaml schema:

active_specs:
  - specs/01_feature_name
active_tasks:
  - spec: specs/01_feature_name
    task: tasks/02_api-task.md
    assigned_agent: code-qa-engineer
    state: in_progress
    mode: serial
  - spec: specs/02_another_feature
    task: tasks/04_validation-task.md
    assigned_agent: devops-engineer
    state: in_progress
    mode: parallel
updated_at: 2026-04-06T00:00:00Z

Task Control and Audit Artifacts

Each tasks/ folder must contain:

  • index.yaml (machine-readable task queue and authoritative runtime task state)
  • audit.log (append-only audit log of all transitions)

tasks/index.yaml is authoritative for task runtime state. If task file metadata differs, tasks/index.yaml wins.

index.yaml schema:

current_task: 02_api-task.md
next_task: 03_validate-task.md
queue_order:
  - 01_setup-task.md
  - 02_api-task.md
  - 03_validate-task.md
tasks:
  01_setup-task.md:
    status: done
    assigned_agent: agent-name
    attempts: 1
    blocker_reason: null
    updated_at: 2026-04-06T00:00:00Z
  02_api-task.md:
    status: in_progress
    assigned_agent: agent-name
    attempts: 2
    blocker_reason: null
    updated_at: 2026-04-06T00:00:00Z
  03_validate-task.md:
    status: pending
    assigned_agent: agent-name
    attempts: 0
    blocker_reason: null
    updated_at: 2026-04-06T00:00:00Z

audit.log schema:

- timestamp: 2026-04-06T00:00:00Z
  actor: agent-name
  task: 02_api-task.md
  from_state: pending
  to_state: in_progress
  artifact_changed: index.yaml
  note: "Started API task"

Per-phase questions files are optional and only created when unresolved questions exist:

  • requirements.questions.md
  • architecture.questions.md
  • tasks.questions.md
  • implementation.questions.md

AGENTS.md Index Requirement

Do not create specs/README.md as the primary index.

AGENTS.md is navigation-only for SDD and must include:

  1. Pointer to specs/
  2. Pointer to specs/status.yaml
  3. Optional current active spec hint (non-authoritative)

Per-Spec status.yaml Is Authoritative

status.yaml is the authoritative phase state file.

Rules:

  1. YAML only
  2. Minimal, programmatic, concise
  3. No narrative text
  4. Must allow immediate next-step decision

Required keys:

  • phase
  • state
  • next
  • updated_at

Allowed enums:

  • phase: specify | plan | task | implement
  • state: in_progress | blocked | complete
  • next: specify | plan | task | implement | done

Example status.yaml:

phase: specify
state: blocked
next: specify
updated_at: 2026-04-06T00:00:00Z

Hard Gate Rules

Progression from phase P to P+1 is allowed only when all of these are true:

  1. The current phase artifact exists and is marked complete in status.yaml.
  2. The current phase questions file does not exist.
  3. Completion evidence for phase P exists in the phase artifact and in audit.log metadata.

Questions behavior:

  1. If a phase questions file exists, the phase is unresolved by definition.
  2. Resolve questions by updating the current phase artifact.
  3. Delete the phase questions file after resolution.
  4. Update status.yaml to complete for phase P, then advance.

If any gate condition fails, do not advance. Set:

  • state: blocked
  • next: current phase

Evidence-First Completion Requirement

All completion transitions are proof-gated. "Proof somewhere" is not optional and must be recorded in machine-readable form.

Phase completion evidence:

  1. Before setting a phase to complete, add a completion_evidence block in the active phase artifact.
  2. completion_evidence must include at least one concrete verifier entry (artifact path, command output summary, or requirement coverage reference).
  3. If completion_evidence is missing or empty, hard-refuse the phase transition and set phase state to blocked.

Task completion evidence:

  1. Before transitioning a task from in_progress to done, write evidence under tasks/index.yaml for that task entry.
  2. Required per-task key:
tasks:
  02_api-task.md:
    status: done
    completion_evidence:
      - type: test|artifact|diff|check
        ref: path-or-command
        summary: short human-readable proof
    updated_at: 2026-04-06T00:00:00Z
  1. completion_evidence must contain at least one non-empty entry.
  2. The matching audit.log transition to done must include an evidence_ref field that points to the same proof source.
  3. If evidence is absent, transition to blocked (or keep in_progress) and record blocker_reason: missing completion evidence.

Hard refusal example for missing evidence:

ERROR: Completion proof required before transition: in_progress -> done for 02_api-task.md. Missing tasks/index.yaml.tasks[02_api-task.md].completion_evidence.

Phase Artifacts And Completion Targets

Specify phase:

  • Artifact: specification.md
  • Questions file: requirements.questions.md
  • Completion target: requirements, stories, constraints, success criteria defined with IDs

Plan phase:

  • Artifact: technical-plan.md
  • Questions file: architecture.questions.md
  • Completion target: architecture, codebase mapping, and requirement-to-design trace defined

Task phase:

  • Artifact: tasks/ (ordered task files)
  • Questions file: tasks.questions.md
  • Completion target: atomic executable tasks with requirement traceability

Implement phase:

  • Artifact: implementation.md
  • Questions file: implementation.questions.md
  • Completion target: implementation evidence and validation against requirement IDs

Task Decomposition Rules

Inside tasks/:

  1. Files must be strictly ordered and zero-padded.
  2. File pattern: NN_short_name-task.md where NN is 01, 02, 03,...
  3. No numbering gaps.

Examples:

  • 01_setup-task.md
  • 02_api-task.md

Each task file must include traceability to requirements/user stories via trace_to.

Required task header block:

task_id: T-01
title: Setup feature scaffold
trace_to:
  - R-001
  - US-001
status: pending|in_progress|done|blocked|failed
depends_on: [] # list of task_ids
assigned_agent: agent-name
next_agent: agent-name
acceptance_checks:
  - "API returns 200 for valid input"
max_attempts: 3
timeout_minutes: 30

Task files define intent and traceability. Runtime state is tracked in tasks/index.yaml.

trace_to entries must reference IDs defined in specification.md.

Task State Machine

Legal transitions:

  • pending -> in_progress
  • in_progress -> done
  • in_progress -> blocked
  • blocked -> pending (after unblock)
  • blocked -> failed (when max_attempts reached)
  • in_progress -> failed (when max_attempts reached)

Illegal transitions must hard-refuse. A "hard refusal" means the agent must output a clear error message stating the illegal transition, the attempted action, and the required valid states. Example:

ERROR: Illegal task state transition attempted: pending -> done. Only allowed transitions are: pending -> in_progress.

Exactly one in_progress task is allowed per spec folder. Cross-spec parallelism is allowed only through specs/status.yaml active_tasks.

Multi-Agent Coordination Safety

When multiple agents run concurrently, updates to shared orchestration files must be serialized.

Rules:

  1. Shared orchestration file is specs/status.yaml.
  2. Before writing it, an agent must acquire a short lease in specs/status.yaml under:

- lock.owner - lock.acquired_at - lock.expires_at - lock.fencing_token - Example lease duration: 10 minutes

  1. Only the lock owner may write specs/status.yaml while the lease is valid.
  2. If lease is expired, another agent may replace it and continue.
  3. Per-spec files (specs/NN_feature_name/**) can be updated without the global lock unless they also modify specs/status.yaml.

Deterministic Execution Procedure

For active spec folder specs/NN_feature_name/:

  1. Read specs/status.yaml and ensure current spec is listed in active_specs when in progress.
  2. Read status.yaml.
  3. Evaluate phase gate for status.yaml phase.
  4. If gate fails: Set state: blocked and next: <current phase>. Stop.
  5. If gate passes: Mark current phase complete if needed, then advance to next phase and set state: in_progress with next. Continue immediately.
  6. Update status.yaml, specs/status.yaml, and updated_at fields.

When next is done:

  • phase: implement
  • state: complete
  • next: done

Sub-Agent Task Run Loop

  1. Read tasks/index.yaml and compute eligible pending tasks where all depends_on task_ids are done.
  2. If multiple tasks are eligible, choose by queue_order. depends_on always overrides queue_order.
  3. Mark the chosen task in_progress in tasks/index.yaml and append an audit.log entry.
  4. Invoke the assigned_agent (sub-agent) with the task file and current spec context.
  5. Sub-agent must:

- Attempt the task (max_attempts enforced) - Update runtime status in tasks/index.yaml - Validate acceptance_checks - Collect and write completion_evidence before any done transition - Mark done, blocked, or failed (failed when attempts reach max_attempts) - If blocked or failed, set blocker_reason (including missing completion evidence) - Append audit.log entry for every transition

  1. Within a single spec folder, only one task may be in_progress at a time; all others must be pending, done, blocked, or failed.
  2. If all tasks are done and none are blocked or failed, Task phase is complete and Implement phase may start.
  3. If any task is blocked or failed, Task phase is blocked.
  4. If a task completes and another eligible pending task exists with no open question/blocker, immediately start the next eligible task.

Validation Checks (Human Or Agent)

Run these checks before advancing phases:

  1. Active spec folder matches specs/NN_name format.
  2. Required fixed artifacts exist.
  3. status.yaml exists and parses as YAML.
  4. phase/state/next values are in allowed enums.
  5. Current phase completion is recorded in status.yaml.
  6. Current phase questions file does not exist.
  7. If blocked, blocking reason is recorded in the relevant artifact.
  8. tasks/ files are zero-padded, sequential, and gapless.
  9. Every task file contains trace_to with at least one requirement/story ID.
  10. Every trace_to ID resolves to an ID in specification.md.
  11. tasks/index.yaml exists, parses as YAML, and matches task files.
  12. For each spec folder, only one in_progress task at a time.
  13. All task status values are legal (pending, in_progress, done, blocked, failed).
  14. All assigned_agent and next_agent fields are valid agent names listed in AGENTS.md.
  15. audit.log exists and records all transitions.
  16. Blocked or failed task must include blocker_reason.
  17. status.yaml and tasks/index.yaml must agree on phase-level state.
  18. specs/status.yaml exists, parses as YAML, and includes active_specs and active_tasks.
  19. Every active_tasks entry points to an existing spec folder and task file.
  20. specs/status.yaml active_tasks entries must agree with per-spec tasks/index.yaml in_progress states.
  21. Parallel execution is legal only when each active_tasks entry references a distinct task path and distinct spec folder.
  22. Next runnable task selection always respects depends_on before queue_order.
  23. A phase cannot transition to complete unless its artifact contains a non-empty completion_evidence block.
  24. A task cannot transition to done unless tasks/index.yaml contains non-empty completion_evidence for that task.
  25. Every in_progress -> done audit.log entry must include evidence_ref that resolves to a recorded completion evidence entry.
  26. If completion evidence is missing, state must remain in_progress or move to blocked with blocker_reason: missing completion evidence.

If any check fails, do not advance phase; set blocked status deterministically.

Hardening Recommendations

Apply these controls to improve safety and recovery in automated execution.

  1. Use deterministic multi-file commit ordering.

- For every transition, write per-spec state first, then global orchestration, then append audit. - If any write fails, stop and mark the current phase or task blocked with a blocker_reason.

  1. Tighten lock lease semantics for specs/status.yaml.

- Define lease duration, renewal cadence, and explicit stale-lock takeover conditions. - Include a fencing token on each successful lock acquisition to prevent split-brain writes.

  1. Keep tasks/index.yaml schema strict.

- Reject missing required keys for each task entry. - Treat unknown status values as invalid and block progression.

  1. Enforce dependency graph validity before task execution.

- Refuse execution if any depends_on references an unknown task_id. - Refuse execution if dependency cycles are detected.

  1. Keep dependency-first scheduling deterministic.

- Compute eligible tasks only from pending tasks whose dependencies are all done. - Use queue_order only as tie-breaker among eligible tasks.

  1. Define terminal failure behavior.

- On max_attempts exhaustion, transition to failed and require blocker_reason. - Do not auto-retry failed tasks; require explicit human or orchestrator reset.

  1. Require idempotent task execution.

- Tasks should be safe to re-run after partial failures. - Record side effects and recovery notes in implementation artifacts when relevant.

  1. Strengthen timeout handling.

- On timeout, record transition in audit.log with reason code timeout. - Increment attempts deterministically and apply normal blocked/failed rules.

  1. Standardize recovery on restart.

- Reconcile status.yaml, tasks/index.yaml, and specs/status.yaml before resuming work. - If reconciliation fails, block deterministically and require state repair before execution continues.

  1. Add conformance fixtures for the state machine.
  • Maintain valid and invalid YAML examples for transitions, dependencies, and lock races.
  • Run these fixtures in CI to prevent regression in orchestration behavior.

Output Expectations For Agents

When executing this skill, agents should produce:

  1. Deterministic status updates in status.yaml
  2. Phase artifact edits only in the active phase unless explicitly unblocked
  3. Hard refusal to advance on gate failure (see above for example)
  4. Traceable outputs linking tasks and implementation back to requirement IDs
  5. All task state transitions and audit entries in audit.log
  6. All queue and agent assignments in tasks/index.yaml (ensure both assigned_agent and next_agent are present)
  7. AGENTS.md should remain navigation-only and point to specs/ and specs/status.yaml
  8. Deterministic orchestration updates in specs/status.yaml for active_specs and active_tasks (including parallel tasks)
  9. No phase/task completion transition without explicit completion_evidence and matching audit evidence_ref
  10. For command-style specs invocations, execution-first response: include attempted transitions, files changed, resulting active state, and explicit blocker reason when blocked

平台分布

Codex

36.09%
按下载量换算32

Claude

30.03%
按下载量换算26

Cursor

20.59%
按下载量换算18

Gemini CLI

9.6%
按下载量换算8

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

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。目前只有一个公开来源,建议同时核对源仓库。

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