pick-flow — for Claude Code pick-flow, claritypledge, community, for Claude Code, ide skills, create-spec, pipeline_plan, pipeline_ran, delivery_stage, reproduce

v3.0.0

关于此技能

适用场景: Ideal for AI agents that need analyze the task and recommend a flow. no preamble, no padding. 本地化技能摘要: # pick-flow Analyze the task and recommend a flow. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

功能特性

Analyze the task and recommend a flow. No preamble, no padding.
How to think about flow selection
Don't score signals. Don't classify tiers. Instead:
Classify — what type of task is this? (Step 0)
Name risks — what 1-3 things could actually go wrong? (Step 1, features/redesigns only)

# 核心主题

slavochek2 slavochek2
[0]
[0]
更新于: 4/4/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 10/11

This page remains useful for teams, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution Quality floor passed for review
Review Score
10/11
Quality Score
54
Canonical Locale
en
Detected Body Locale
en

适用场景: Ideal for AI agents that need analyze the task and recommend a flow. no preamble, no padding. 本地化技能摘要: # pick-flow Analyze the task and recommend a flow. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

核心价值

推荐说明: pick-flow helps agents analyze the task and recommend a flow. no preamble, no padding. pick-flow Analyze the task and recommend a flow. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

适用 Agent 类型

适用场景: Ideal for AI agents that need analyze the task and recommend a flow. no preamble, no padding.

赋予的主要能力 · pick-flow

适用任务: Applying Analyze the task and recommend a flow. No preamble, no padding
适用任务: Applying How to think about flow selection
适用任务: Applying Don't score signals. Don't classify tiers. Instead:

! 使用限制与门槛

  • 限制说明: Don't score signals. Don't classify tiers. Instead:
  • 限制说明: Name risks — what 1-3 things could actually go wrong? (Step 1, features/redesigns only)
  • 限制说明: Bug (root cause known, needs proof) /reproduce → /fix → done

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

评审后的下一步

先决定动作,再继续看上游仓库材料

Killer-Skills 的主价值不应该停在“帮你打开仓库说明”,而是先帮你判断这项技能是否值得安装、是否应该回到可信集合复核,以及是否已经进入工作流落地阶段。

实验室 Demo

Browser Sandbox Environment

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Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

常见问题与安装步骤

以下问题与步骤与页面结构化数据保持一致,便于搜索引擎理解页面内容。

? FAQ

pick-flow 是什么?

适用场景: Ideal for AI agents that need analyze the task and recommend a flow. no preamble, no padding. 本地化技能摘要: # pick-flow Analyze the task and recommend a flow. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

如何安装 pick-flow?

运行命令:npx killer-skills add slavochek2/claritypledge/pick-flow。支持 Cursor、Windsurf、VS Code、Claude Code 等 19+ IDE/Agent。

pick-flow 适用于哪些场景?

典型场景包括:适用任务: Applying Analyze the task and recommend a flow. No preamble, no padding、适用任务: Applying How to think about flow selection、适用任务: Applying Don't score signals. Don't classify tiers. Instead:。

pick-flow 支持哪些 IDE 或 Agent?

该技能兼容 Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer。可使用 Killer-Skills CLI 一条命令通用安装。

pick-flow 有哪些限制?

限制说明: Don't score signals. Don't classify tiers. Instead:;限制说明: Name risks — what 1-3 things could actually go wrong? (Step 1, features/redesigns only);限制说明: Bug (root cause known, needs proof) /reproduce → /fix → done。

安装步骤

  1. 1. 打开终端

    在你的项目目录中打开终端或命令行。

  2. 2. 执行安装命令

    运行:npx killer-skills add slavochek2/claritypledge/pick-flow。CLI 会自动识别 IDE 或 AI Agent 并完成配置。

  3. 3. 开始使用技能

    pick-flow 已启用,可立即在当前项目中调用。

! 参考页模式

此页面仍可作为安装与查阅参考,但 Killer-Skills 不再把它视为主要可索引落地页。请优先阅读上方评审结论,再决定是否继续查看上游仓库说明。

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

pick-flow

# pick-flow Analyze the task and recommend a flow. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows. Analyze the task and recommend a

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

pick-flow

Analyze the task and recommend a flow. No preamble, no padding.

How to think about flow selection

Don't score signals. Don't classify tiers. Instead:

  1. Classify — what type of task is this? (Step 0)
  2. Name risks — what 1-3 things could actually go wrong? (Step 1, features/redesigns only)
  3. Match steps to risks — each risk maps to a protective step. No risk, no step.
  4. Check firewalls — five hard stops that override judgment.

A good flow has every step justified by a named risk. A bad flow includes steps "just in case."

Step -1: Lean viability check

Read docs/lean-canvas.md. Ask: who needs this, are they using the product today, does it help the current 30-day priority?

If the feature serves a use case that doesn't exist yet:

⚠️ Lean check: This serves [segment/use case] which doesn't exist yet.
Current priority: [from lean canvas]. Recommend: backlog.

Skip for: bugs, refactors, infrastructure, and when user has confirmed the use case. If lean-canvas doesn't state a current priority, skip this check and note the gap.

Step 0: Classify the task

Task typeDefault flow
Feature (no spec)/create-spec → risk assessment (Step 1)
Feature (spec exists)Check pipeline_plan/pipeline_ran → resume from first unrun step. If absent, check delivery_stage: (legacy). If neither → Step 1
Bug (trivial, self-evident cause)/fix → done
Bug (root cause known, needs proof)/reproduce/fix → done
Bug (root cause unclear)/dd:frame-analyze/reproduce/fix → done
Redesign (design was wrong, code works)/change-request/challenge-prd → risk assessment (Step 1)
Refactor (no behavior change)/create-spec (type: task) → /dev
Data migration/create-spec (type: task) → /generate-tests/dev
Infrastructure (skills/hooks/rules/CLAUDE.md)/create-spec → draft → adversarial subagent → decisions.md → implement
Test-only / content-onlyInline or /create-spec (lightweight) → /dev

If Step 0 gives a complete flow, output it and stop. Only features and redesigns continue to Step 1.

Spec gate: Does a P-number exist? If not, route to /create-spec, /create-bug, or /change-request first. Only test-only changes skip this.

Redesign test: Code broken → /fix. Design wrong → /change-request. Both → /change-request + separate /create-spec for new capability.

Step 1: Name the risks (features and redesigns only)

Look at the spec, conversation, and code. Name 1-3 concrete risks — not categories, actual things that could go wrong. Then match each risk to the step that addresses it.

How to reason (examples, not a lookup table):

  • "Users will see something new or different" → /ux (resolve design) + /verify (confirm in browser)
  • "DB schema changes or new data model" → /architect (structure review) + /generate-tests (lock behavior)
  • "Auth, RLS, or permissions logic" → /architect (security review) + /generate-tests
  • "Multiple viable approaches, trade-offs unclear" → research the options before /architect
  • "PRD assumptions haven't been stress-tested" → /challenge-prd
  • "Spec is stale (>14 days) or is a change-request" → /spec-review before /dev
  • "5+ files or 3+ independent concerns" → /decompose
  • "Conditional rendering, state changes, business logic" → /generate-tests
  • "Spec has grown past 100 lines with pipeline residue" → /spec-compact
  • "Feature is a new visual surface where polish will splinter across /dev iterations" → /view (between /ui and /generate-tests)

If you cannot name a risk that a step addresses, don't include that step.

Step 2: Output

## Flow for: [task name, ≤8 words]

### Risks
1. [concrete risk] → [step(s) that address it]
2. [concrete risk] → [step(s)]
3. [concrete risk] → [step(s)] (if applicable)

### Recommended flow
/cmd1 → /cmd2 → ... → /dev

### Safe to skip
- /[cmd]: [why risk is low enough]. Accepting: [what could go wrong].
- (none — all steps address real risks)

→ Proceed? Or "skip [step]" / "light flow" to adjust.

Light flow: When user says "light flow", "quick", or "just do it" — collapse to minimal flow. State what was removed: "Light flow: /dev only. Skipped: /architect (would catch X), /verify (would catch Y). Add any step back by name."

Firewalls

  1. Spec gate: Work needs a P-number before building. Route to creation skill first.
  2. Infrastructure gate: Changes to .claude/commands/, .claude/rules/, .claude/hooks/, CLAUDE.md, or scripts/ → draft → adversarial subagent → decisions.md → implement. Skip only for purely additive single-file changes with no shared state.
  3. /finish is inside /dev: Never list it as a separate step.
  4. flow: frontmatter: Write exactly one of: fix, dev, inline, quick-feature.
  5. Resume from pipeline trail: If spec has pipeline_plan and pipeline_ran, diff them — first item in plan not in ran = resume point. Present remaining pipeline. If spec has old-format delivery_stage (numbered: 1-prd, 2-ux-review, etc.) without pipeline_plan, use legacy resume table below.

Legacy resume table (old-format specs only)

delivery_stage valueResume from
5-decomposed/dev
4-tests-ready/spec-review/spec-compact/decompose* → /dev
3.5-ui-review/generate-tests → ... → /dev
3-arch-review/ui (if UI) → /generate-tests → ... → /dev
2-ux-done or 2-ux-review/architect → ... → /dev
1-prd or 1-prd-review/ux (if UI) or /architect → ... → /dev

After user confirms

  • Set flow: in spec frontmatter if spec exists (values: fix|dev|inline|quick-feature)
  • Set pipeline_plan: — ordered inline list of all tracked skills in the confirmed flow. Example: pipeline_plan: [create-spec, challenge-prd, architect, generate-tests, dev, verify]
  • Set pipeline_skipped: — inline list of skipped skills with reasons. Example: pipeline_skipped: [ux -- no net-new visual component, decompose -- under 5 files]. Omit if nothing skipped.
  • Initialize pipeline_ran: [] (empty — skills fill this as they run)
  • Do NOT write skip info to ## Next Steps (it goes to pipeline_skipped in frontmatter)
  • If in a worktree: remind user that spec creation must happen from main repo

Available commands (sequence order)

/create-spec · /challenge-prd · /ux · /architect · /ui · /view · /generate-tests · /spec-review · /spec-compact · /decompose · /dev · /verify · /park · /kdd

Also: /reproduce (bug confirmation + failing test) · /fix (bugs) · /change-request (redesigns) · /create-bug (bug without P-number) · /dd:frame-analyze (unclear root cause) · /park (done on branch, merge later)

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