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spec-driven-dev规范驱动的开发

Agent Skill

spec-driven-dev 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。

总安装

247

周安装

10

GitHub Stars

公开资料未说明

下载量

78
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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:spec-driven-dev(规范驱动的开发)
来源仓库:https://github.com/kundeng/bayeslearner-skills
仓库路径:skills/spec-driven-dev
安装命令:
npx skills add https://github.com/kundeng/bayeslearner-skills --skill spec-driven-dev
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/kundeng/bayeslearner-skills --skill spec-driven-dev

简介

spec-driven-dev 用于查找、检索和筛选相关信息,适合根据关键词快速定位候选结果。

  • 适用场景包括技术调研、资料搜集、需求匹配和知识库查询等需要信息聚合的任务。
  • 核心能力涵盖关键词扩展、来源筛选和结果排序,支持多维度条件组合和优先级判断。
  • 可通过 npx skills add 命令从指定 GitHub 仓库安装,需确认搜索范围和权限边界后再使用。
  • 使用前应检查是否会触发联网请求或外部 API 调用,避免高频访问导致服务限制或数据泄露。

SKILL.md

Spec-Driven Development

Specs live in .kiro/specs/<NN-name>/. Numeric prefixes for ordering (01-auth, 02-api-layer). Two modes:

  • Full ceremony (requirements.md → design.md → tasks.md): formal traceability, approval gates, multi-team
  • Fast-track (single spec.md): one scratchpad for planner/builder/reviewer — no gates, cycle freely between hats

Detection: spec.md → fast-track. requirements.md → full ceremony. Never mix both. Small work: Add to an existing spec as tasks, or create a fast-track spec. Upgrade: Fast-track → full when >20 tasks or traceability needed: Context → requirements.md, Decisions → design.md, Tasks → tasks.md.

Spec Lifecycle

Every spec has a status. Write it in the first line of the top-level spec file (spec.md or requirements.md) as Status: <STATE> (plus a Since: date).

StateMeaningEditable?
DRAFTBeing planned, not yet approvedYes
ACTIVEApproved, implementation in progressYes (scope adjustments flow through /spec-plan refine)
SHIPPEDAll required tasks done; spec describes what was builtFrozen. Only forward-links to SUPERSEDED-BY or factual corrections
SUPERSEDEDReplaced by a newer spec; points forward to itFrozen. Same rule
OBSOLETEFeature removed; the spec is historical onlyFrozen. Same rule

Freeze on ship. Once a spec is SHIPPED, do not retroactively edit it to match new reality. Retroactive edits destroy the record of why each decision was made. New reality goes into a new spec and into the feature ledger.

Successor pattern. When a shipped feature needs rework, create a new spec (NN-name-v2 or NN-different-name). Mark the old spec SUPERSEDED and add a Superseded-by: line pointing to the new spec. Update the feature ledger to reflect the transition.

Feature Ledger

A project-level living inventory of features across all specs, organized by status. It is the source of truth for *what exists right now*; specs remain the source of truth for *why each decision was made*.

Location: .kiro/FEATURES.md (sibling of specs/ and steering/). Read first. New agents should read this before any individual spec. Updated continuously. Every time a task ships, deprecates, or removes a feature, the corresponding ledger entry must be updated in the same session.

Structure is hierarchy-graphable so agents can later parse it into a tree or DAG:

  • H2 headers are domain paths: ## auth, ## api/v2, ## data/ingest. Nested domains use slash notation in the header.
  • H3 headers are feature ids (stable slugs): ### email-login.
  • A backticked status tag follows the feature id: ` ACTIVE `.
  • Metadata follows as bold-key bullets (graph-parseable).

Template:

# Feature Ledger

Living inventory of features. Read this before any individual spec.
Each H2 is a domain (slash-nested), each H3 is a feature id with a status
tag; metadata bullets define graph edges.

**Status values:** DRAFT, PLANNED, IN-PROGRESS, BLOCKED, ACTIVE, DEPRECATED,
SUPERSEDED, OBSOLETE

Last drift sweep: [YYYY-MM-DD]

## auth

### email-login `ACTIVE`

- **spec**: 01-auth
- **since**: 2025-08-14
- **supersedes**: [password-auth]
- **depends-on**: [session-management]
- **description**: Email + password login with session cookies.

### magic-link `ACTIVE`

- **spec**: 01-auth
- **since**: 2025-10-03
- **description**: Passwordless one-time-link login via email.

### password-auth `SUPERSEDED`

- **spec**: 01-auth
- **since**: 2025-08-14
- **until**: 2026-01-20
- **superseded-by**: [email-login]
- **description**: Original password-only flow, replaced by email-login.

## api/v2

### bulk-export `IN-PROGRESS`

- **spec**: 05-bulk-export
- **target**: 2026-Q2
- **depends-on**: [session-management]
- **description**: CSV/JSON export endpoint for user data.

Graph model (for downstream tools):

  • Domain hierarchy: from H2 path.
  • Feature id: H3 header, unique per project.
  • Parent feature (subfeatures): **parent**: <id> bullet.
  • Spec edges: **spec**: <spec-id>.
  • Supersession edges: **supersedes** / **superseded-by**.
  • Dependency edges: **depends-on**.
  • Lifecycle edges: derived from status transitions recorded in the ledger's since / until fields.

Append, don't rewrite. Status transitions edit the row in place; obsolete and superseded entries stay in the ledger. Never delete feature history.

No separate snapshots needed. A spec that is no longer the current one — SHIPPED, SUPERSEDED, or OBSOLETE — is itself a dated record of what was built then and why. Combined with the ledger's since / until fields and git history on the ledger file, the project's state at any past point is reconstructible without a separate snapshot artifact.

Spec Resolution

SPEC → .kiro/specs/*-SPEC/ or .kiro/specs/SPEC/. No name → auto-select if exactly one exists. Let SPEC_DIR = resolved directory. When creating, assign next available number.

Core Loop

stateDiagram-v2
  [*] --> Plan : spec-plan create

  state Plan {
    [*] --> Scaffold
    Scaffold --> Scan
    Scan --> GenReqs : full
    Scan --> GenSpec : fast
    GenReqs --> Approve_R
    Approve_R --> GenReqs : revise
    Approve_R --> GenDesign : ok
    GenDesign --> Approve_D
    Approve_D --> GenDesign : revise
    Approve_D --> GenTasks : ok
    GenTasks --> Approve_T
    Approve_T --> GenTasks : revise
    GenSpec --> Ready
    Approve_T --> Ready
  }

  Plan --> Go : approved

  state Go {
    [*] --> Build
    state Build {
      [*] --> PickTask
      PickTask --> Implement
      Implement --> Test
      Test --> Implement : fix up to 3x
      Test --> Commit : pass
      Test --> Stuck : 3x fail
      Commit --> PickTask : more tasks
    }
    Build --> SelfReview : task done or stuck
    state SelfReview {
      [*] --> CheckSpec
      CheckSpec --> AddTests : coverage gaps
      CheckSpec --> MinorFix : add or tweak tasks
      AddTests --> CheckSpec
      MinorFix --> CheckSpec
      CheckSpec --> OK : clean
    }
    SelfReview --> Build : continue
    SelfReview --> Replan : drastic change
  }

  Replan --> Plan : human reviews new plan
  Go --> [*] : all tasks done
  Go --> [*] : stuck

Concurrency: Single orchestrator owns spec files, one sequential builder by default. Subagents OK for non-code work (research, docs, website). Parallel builders only when user explicitly requests AND tasks are truly independent.

StateEntryStops when
Plan/spec-plan create [--fast]User approves (full) or spec generated (fast)
Go/spec-go, /spec-taskAll done, needs human feedback, or stuck
Review/spec-audit, /spec-status, /spec-plan refineFindings presented

Resuming — detect from files on disk:

Files presentStateAction
NonePlan/spec-plan create
spec.mdGoNext unchecked task
requirements.md onlyPlanGenerate design.md
requirements.md + design.mdPlanGenerate tasks.md
All 3 + [] tasksGoNext task
All tasks [x]DoneAudit or merge

Rules

  1. Read before acting — feature ledger (.kiro/FEATURES.md) first, then all spec files + steering docs if they exist.
  2. Re-anchor when uncertain — re-read spec if next action could deviate.
  3. Respect dependencies — never skip ahead.
  4. Tests are separate tasks.
  5. Commit per taskfeat(<spec>/<task>): [description]
  6. Minimal changes — only what the task requires.
  7. Respect spec lifecycle — never edit a SHIPPED / SUPERSEDED / OBSOLETE spec except for forward links or factual fixes. Create a successor spec instead.
  8. Update the ledger on ship — every feature transition (added, shipped, deprecated, removed) is reflected in .kiro/FEATURES.md in the same session.

Commands

/spec-plan <name> [create|refine] [--fast]

Auto-detected: create if spec doesn't exist, refine if it does.

Create (full ceremony)

Scaffold: Create .kiro/specs/NN-SPEC/. Scan: Read README, manifests, source structure, tests, CI, steering docs. Align with conventions.

Generate requirements.md — template below. Generate first, iterate second. EARS format:

  • WHEN [event] THEN [system] SHALL [response]
  • IF [condition] THEN [system] SHALL [response]
  • WHILE [state] [system] SHALL [response]
  • [system] SHALL [response]

Write the file, then ask: *"Please review requirements.md. Ready for design?"*

Generate design.md — template below. Research if needed. Modules, interfaces, data flow, testing strategy, correctness properties validating requirements. Write the file, then ask: *"Please review design.md. Ready for tasks?"*

Generate tasks.md — template below. Each task one session. Depends/Requirements/Properties. Order: Foundation → Core → Tests → Polish. Every requirement → ≥1 task. Write the file, then ask: *"Please review tasks.md. Ready to implement?"*

// turbo Commit: git add -A && git commit -m "spec(SPEC): create requirements, design, and tasks"

Create (fast-track)

Same scaffold and scan. Generate spec.md (template below): Context, Decisions (can start empty), Tasks by P1/P2/P3. Iterate if feedback, then move on.

// turbo Commit: git add -A && git commit -m "spec(SPEC): create fast-track spec"

Refine (full ceremony)

  1. Read requirements.md, design.md, tasks.md + scan repo for drift.
  2. Ask what should change (or use /spec-audit findings).
  3. Refinement: merge redundant requirements, separate what from how, collapse over-specified sub-requirements, merge overlapping properties, cascade renumbering, validate traceability (requirement → property → task), align spec with disk.
  4. Trace changes top-down and bottom-up. Done tasks ([x]): update references, do NOT uncheck.
  5. Ask: *"Please review the updated spec files. Approve refinement?"*

// turbo Commit: git add -A && git commit -m "spec(SPEC): refine — [brief]"

Refine (fast-track)

Read spec.md, scan for drift, update Context/Decisions/Tasks, re-prioritize. If >20 tasks, suggest promoting to full ceremony. Append to Log.

// turbo Commit: git add -A && git commit -m "spec(SPEC): refine fast-track — [brief]"


/spec-go <name> [count]

Also triggered by: "run the spec", "implement the spec", "loop the spec", "build the spec".

This is a loop — do NOT stop after one task. Keep cycling build→self-review→build until: all tasks done, human feedback needed, or stuck on repeated failures. Optional count limits tasks per session.

Build phase:

  1. Read spec — full: requirements.md, design.md, tasks.md (+ steering). Fast-track: spec.md. Also read .kiro/FEATURES.md if present.
  2. Pick next task — first [] with all deps satisfied. Only optional left → STOP.
  3. Announce — "Starting task [ID]: [TITLE]"
  4. Implement — read relevant code first. Test tasks: Red-Green-Refactor. Implementation tasks: write code, run existing tests.
  5. Test — failures → fix up to 3x. Still failing → mark [!] BLOCKED: reason, skip to next. No unblocked tasks → STOP (stuck). // turbo
  6. Lint if configured.
  7. Update — mark task [x].
  8. Update the feature ledger — if the task ships, deprecates, supersedes, or removes a feature, update the corresponding entry in .kiro/FEATURES.md. Add new features as IN-PROGRESSACTIVE when fully shipped. Never delete prior entries; mark them SUPERSEDED / OBSOLETE with a forward link. // turbo
  9. Commitgit add -A && git commit -m "feat(SPEC/[ID]): [description]"

Self-review phase (every 3 tasks or after a BLOCKED): 10. Re-read spec, check for drift. Primary job: ensure test coverage — for each completed task, verify a test task exists that covers it. If not, append a test task so the builder implements and runs it next. Tests must pass before the reviewer signs off. 11. Ledger consistency check — features marked ACTIVE in .kiro/FEATURES.md must correspond to shipped tasks; features marked IN-PROGRESS must have an open task. Fix inconsistencies inline. 12. Minor fixes (add/drop/tweak tasks, add test tasks) → apply inline, continue. Drastic changes (wrong requirements, architecture rethink, scope shift) → STOP, go to Plan for human review. 13. Report checkpoint:

Checkpoint: SPEC — N/TOTAL tasks done
  Completed this session:
    [x] 1.1: [title]
    [x] 1.2: [title]
  Blocked:
    [!] 2.1: [reason]
  Tests: PASS/FAIL
  Next: [ID]: [title]
  Spec drift: [none / what was fixed]

DO NOT STOP HERE. Go back to Build phase step 2 and pick the next task. Only stop when: all tasks [x], a task needs human input, or stuck on repeated failures.


/spec-task <name> <task>

Single task build. Same as /spec-go build steps 1–9 for one task. Verify deps first — if unmet, STOP. When run by a subagent in a parallel worktree, never modify spec files or the feature ledger — only write code, tests, docs. Orchestrator updates status and ledger after merge.

→ Report:

Task [ID] complete: [title]
  Tests: PASS/FAIL
  Files changed: [list]
  Follow-up: [issues or "none"]

/spec-audit <name>

Read requirements.md, design.md, tasks.md, and the feature ledger. Run checks:

  1. Traceability — orphan requirements, orphan properties, broken references
  2. Redundancy — duplicates, subset properties, implementation details in requirements
  3. Stale language — future tense on done tasks, checked goals with unchecked subs
  4. Spec↔disk drift — design directory vs actual repo
  5. Doc sync — README/docs vs spec
  6. Ledger sync — features referenced in this spec must appear in the ledger with consistent status; shipped tasks must correspond to ACTIVE ledger entries

→ Print report:

Audit: SPEC
  Traceability:
    ✓ N requirements → M properties → K tasks
    ⚠ R[N] has no validating property
    ⚠ P[N] has no implementing task
  Redundancy:
    ⚠ R[N] and R[M] describe same behavior
  Stale language:
    ⚠ R[N] future tense but task [ID] done
  Spec↔disk drift:
    ✗ spec lists "[path]" — not on disk
  Doc sync:
    ⚠ README says "[X]" but spec says "[Y]"
  Summary: E errors, W warnings

Suggest /spec-plan SPEC refine.


/spec-status

Discover all specs in .kiro/specs/. Read tasks, count status marks, compute completion. Also read each spec's Status: lifecycle line and report it.

→ Print dashboard:

SPEC STATUS
  01-auth [SHIPPED]:
    Progress: ███████████ 7/7 (100%)
    Status:   1.1✓ 1.2✓ 1.3✓ 2.1✓ 2.2✓ 3.1✓ 3.2✓
    Blocked:  none
  02-api-layer [ACTIVE]:
    Progress: ██░░░░░░░░ 1/5 (20%)
    Status:   1.1✓ 1.2○ 2.1○ 2.2○ 3.1○*
    Blocked:  none
  03-legacy-export [SUPERSEDED → 05-bulk-export]:
    Progress: ███████ 3/5 (historical)

/spec-ledger [audit | add <feature> <spec> | update <feature> <status> | drift-sweep]

Manage the project feature ledger at .kiro/FEATURES.md.

  • No args: print the ledger grouped by status.
  • audit: check every feature entry against code and specs. Flag:

- ghost features (ACTIVE in ledger but not in code) - orphan features (in code but missing from ledger) - lifecycle mismatches (SHIPPED spec with non-ACTIVE feature) - broken supersession chains (superseded-by points to missing id)

  • add <feature-id> <spec-id>: append a new feature entry as PLANNED or IN-PROGRESS (depending on task state), under the appropriate domain H2.
  • update <feature-id> <STATUS>: transition a feature. Sets until: for DEPRECATED / SUPERSEDED / OBSOLETE; prompts for superseded-by: if needed.
  • drift-sweep: run audit, resolve non-ambiguous entries automatically, report the ambiguous ones, then stamp Last drift sweep: <date> in the ledger header.

Never delete prior entries. Status transitions edit in place; superseded and obsolete entries remain as historical record. Point-in-time reconstruction comes from the frozen shipped specs + git history on FEATURES.md — no separate snapshot artifact is maintained.

// turbo Commit: git add.kiro/FEATURES.md && git commit -m "feat(ledger): <change summary>"

/spec-merge <name>

// turbo Find branches (git branch --list "task/*", git worktree list), ask which to merge. Merge each (git merge <branch> --no-edit), resolve conflicts intelligently. Clean up branches/worktrees (confirm). Verify tasks status, tests, lint. Commit fixes: git add -A && git commit -m "chore(SPEC): post-merge fixes"

/spec-reset <name>

Confirm with user. Reset all status marks ([x]/[~]/[!][], preserve *). // turbo Commit: git add -A && git commit -m "chore(SPEC): reset progress"

/spec-help

Print the Core Loop diagram and command table from this skill, then ask what the user wants to do.


Templates

requirements.md

# Requirements Document

Status: DRAFT
Since: [YYYY-MM-DD]
Features: [feature-id, feature-id]
<!-- Status values: DRAFT, ACTIVE, SHIPPED, SUPERSEDED, OBSOLETE -->
<!-- Once SHIPPED, this file is frozen except for forward links or factual fixes. -->

## Introduction
<!-- What this spec covers and why -->

## Glossary
- **Term_1**: Definition

## Requirements

### Requirement 1: [Feature area]
**User Story:** As a [role], I want [action], so that [benefit].
#### Acceptance Criteria
1. WHEN [trigger], THE [Component] SHALL [expected behavior]
2. WHEN [trigger], THE [Component] SHALL [expected behavior]

### Requirement 2: [Feature area]
**User Story:** As a [role], I want [action], so that [benefit].
#### Acceptance Criteria
1. WHEN [trigger], THE [Component] SHALL [expected behavior]

### Non-Functional
**NF 1**: [Performance / reliability / security requirement]

## Out of Scope
<!-- What this spec explicitly does NOT cover -->

design.md

# Design: [SPEC NAME]

## Tech Stack
- **Language**:
- **Framework**:
- **Testing**:
- **Linter**:

## Directory Structure
\```
src/
tests/
\```

## Architecture Overview
\```mermaid
graph TD
    A[Module A] --> B[Module B]
    A --> C[Module C]
    B --> D[Shared Service]
    C --> D
\```

## Module Design
### [Module 1]
- **Purpose**: [what it does]
- **Interface**:
  \```
  [function signatures, class interfaces, API endpoints]
  \```
- **Dependencies**: [what it depends on]

## Data Flow
\```mermaid
sequenceDiagram
    participant User
    participant CLI
    participant Service
    participant Store
    User->>CLI: command
    CLI->>Service: process(args)
    Service->>Store: read/write
    Store-->>Service: result
    Service-->>CLI: output
    CLI-->>User: display
\```

## State Management
<!-- Omit if stateless -->

## Data Models
<!-- Omit if simple -->

## Error Handling Strategy

## Testing Strategy
- **Property tests**: Verify design invariants (required)
- **E2E tests**: Validate user stories end-to-end (required)
- **Unit tests**: Complex internal logic only (optional)
- **Test command**: `[command]`
- **Lint command**: `[command]`

## Constraints

## Correctness Properties
### Property 1: [Property name]
- **Statement**: *For any* [condition], when [action], then [expected outcome]
- **Validates**: Requirement 1.1, 1.2
- **Example**: [concrete example]
- **Test approach**: [how to verify]

## Edge Cases

## Decisions
### Decision: [Title]
**Context:** [Situation]
**Options:** 1. [Option] — Pros / Cons  2. [Option] — Pros / Cons
**Decision:** [Chosen]  **Rationale:** [Why]

## Security Considerations
<!-- If applicable -->

Diagram guidance: Always include component diagram. Add sequence (multi-actor), state (stateful), ER (data-heavy). Omit empty sections.

tasks.md

# Tasks: [SPEC NAME]

## Status marks
<!-- [ ] pending | [x] done | [~] skipped | [!] BLOCKED: reason | [ ]* optional -->

## Tasks

- [x] 1. Setup phase
  - [x] 1.1 [Completed task title]
    - [What was implemented]
    - **Depends**: —
    - **Requirements**: 1.1, 1.2
    - **Properties**: 1
  - [x] 1.2 [Completed task title]
    - **Depends**: 1.1

- [ ] 2. Core phase
  - [!] 2.1 [Blocked task] BLOCKED: [reason]
    - **Depends**: 1.1
    - **Requirements**: 2.1
    - **Properties**: 2
  - [ ] 2.2 [Pending task]
    - **Depends**: 1.1, 1.2
  - [ ] 2.3 Write property test for [property name]
    - **Depends**: 2.2
    - **Properties**: 2
  - [ ]* 2.4 [Optional task]
    - **Depends**: 2.2

- [ ] 3. E2E Tests
  - [ ] 3.1 E2E — [User story scenario]
    - **Depends**: 2.2, 2.3
    - **Requirements**: 1.1, 2.1

## Notes

Conventions: Hierarchical IDs. Parents = phase headers (checked when all children done). Depends required; Requirements/Properties for traceability. Tests = separate sub-tasks. Each task 30 min – 2 hours.

spec.md (fast-track)

This is the single working scratchpad for all three hats: planner (Context + Constraints + Tasks), builder (check off tasks + append Log), reviewer (Decisions + flag issues + add test tasks in Log). No gates — cycle freely between hats throughout the work.

# [SPEC NAME]

Status: DRAFT
Since: [YYYY-MM-DD]
Features: [feature-id, feature-id]
<!-- Status values: DRAFT, ACTIVE, SHIPPED, SUPERSEDED, OBSOLETE -->
<!-- Once SHIPPED, this file is frozen except for forward links or factual fixes. -->

## Context
<!-- Why this work exists, who it's for, what success looks like. -->

[2-3 sentences describing the problem and motivation]

## Constraints
<!-- Non-negotiable boundaries: tech stack, perf, compatibility, timeline. -->

- [e.g., Must use existing auth system]
- [e.g., Python 3.11+, no new dependencies]

## Decisions
<!-- Key choices made. Add as you go — capture the fork, the choice, and why. -->

### D1: [Decision title]
**Choice:** [what was decided]
**Why:** [rationale — what was the alternative, why not that]

### D2: [Decision title]
**Choice:** [what was decided]
**Why:** [rationale]

## Tasks
<!-- [ ] pending | [x] done | [~] skipped | [!] BLOCKED: reason -->

### P1 — Must Do
- [x] 1.1 [Completed task]
- [ ] 1.2 [Pending task]
- [ ] 1.3 Test: [what to verify for 1.1-1.2]

### P2 — Should Do
- [ ] 2.1 [Task description]

### P3 — Nice to Have
- [ ] 3.1 [Task description]

## Open Questions
<!-- Unknowns that need research or user input before proceeding. -->

- [ ] [Question — what needs answering, who can answer it]
- [x] [Resolved question — answer found, see D2]

## Log
<!-- Append as you go. Date + what happened + decisions made + issues found. -->

**[YYYY-MM-DD]** — [what was done, what was learned, what changed]
**[YYYY-MM-DD]** — [reviewer hat: added test task 1.3, found gap in X]

Conventions: IDs = <priority>.<sequence>. No Depends/Requirements metadata — keep lightweight. Status marks same as full ceremony. The Log is where the reviewer hat lives — flag drift, record why tasks were added/dropped, note test coverage gaps. Open Questions track unknowns that block or inform tasks.


Steering Docs (optional)

Read-only project context at .kiro/steering/ (root, not inside specs/): product.md (vision), structure.md (repo layout), tech.md (stack decisions). Read during planning and before implementing. Never modify during execution.

Analytic Specs

When analytic/notebook/experiment-oriented, pair with analytic-workbench. Requirements should cover artifact outputs, review checkpoints, promotion criteria. Design should make notebook vs module boundaries explicit. Tasks should separate exploratory → review → promotion stages.

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

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能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

38.25%
按下载量换算30

Claude

29.78%
按下载量换算23

Cursor

18.1%
按下载量换算14

Gemini CLI

9.2%
按下载量换算7

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。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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