/need-explorer
Clarify intent, scope, constraints, and success criteria before artifact creation. Invoke when the request is fuzzy, the user is comparing options, or the workflow needs a stable change definition before writing artifacts.
$ npx -y skills add MageByte-Zero/spec-superflow --skill need-explorer --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/need-explorer
Context preview
The summary Claude sees to decide when to auto-load this skill.
Clarify intent, scope, constraints, and success criteria before artifact creation. Invoke when the request is fuzzy, the user is comparing options, or the workflow needs a stable change definition before writing artifacts.
SKILL.md
need-explorer.SKILL.mdname: need-explorer
description: Clarify intent, scope, constraints, and success criteria before artifact creation. Invoke when the request is fuzzy, the user is comparing options, or the workflow needs a stable change definition before writing artifacts.
Need Explorer
Turn a rough idea into a stable change definition before writing artifacts.
Primary Goal
Agree on: problem, scope, non-goals, success criteria, whether to split before specification.
Process
1. Inspect Context First
Before asking questions, understand what exists and what constraints are in place.
2. One Question at a Time
Ask a single clear question, wait for the answer, digest, then ask the next. Never ask 3+ questions at once. Each answer informs the next question.
3. Prefer Multiple-Choice Questions
Present 2-3 options when reasonable answers are finite. This reduces cognitive load and surfaces unconsidered choices.
4. Propose 2-3 Approaches with Trade-Offs
For each approach: what it is, upside, downside, best-for. Then **recommend one** and explain why. Never present a single path — always name at least one alternative.
5. Validate Before Concluding
Restate what you heard: "Here's what I'm hearing: [problem, scope, non-goals, success criteria]. Does this match?" Incorporate corrections and re-validate.
6. DP-1: Requirement Confirmation Gate
After user confirms the summary:
ssf state set <change-dir> dp_1_result "confirmed: <one-line summary>"
ssf state set <change-dir> dp_1_timestamp $(date -u +%Y-%m-%dT%H:%M:%SZ)
DP-1 confirms scope, non-goals, and success criteria before artifact creation.
7. Hand Off
Once DP-1 is recorded, hand off to `spec-writer`.
Anti-Patterns
- **Skipping exploration**: "Simple" changes have scope too. Five minutes of exploration prevents two hours of rework.
- **Proposing solutions before clarifying**: If the user says "add caching," first ask what problem caching solves.
- **Exploring indefinitely**: Stop when change name, problem statement, scope, non-goals, success criteria, and decomposition decision are all clear.
Exploration Standard
You must leave exploration with: a usable change name, a crisp problem statement, scope boundaries, non-goals, success criteria, and a decomposition decision (one change or split).
Strong Rule
Do not produce implementation code. This skill stabilizes intent, not builds.
Self-Review Before Handoff
1. **Placeholder scan**: No "probably", "maybe", "TBD", or "we'll figure it out later" 2. **Contradiction check**: No scope items conflicting with non-goals or constraints 3. **Scope check**: Can a developer draw a bright line between in and out?
Exception Handling
- **Parse failures**: Report the specific file, proceed with available information
- **Missing files**: Note absent essential files as constraints, continue
- **User interruption**: Exploration is stateless — on resume, re-ask the current question
Standard User-Facing Handoff
End every user-facing phase report with this concise handoff. Only a successfully persisted `closing` state and `abandoned` are terminal.
Normal report
- Current stage: `<detected workflow stage>`.
- Completed / blocker: `<completed work>`.
- Next stage: `<next workflow stage or skill>`.
- Entry condition: `<what must be true to enter it>`.
Blocked report
- Current stage: `<detected workflow stage>`.
- Completed / blocker: `<blocking fact or missing evidence>`.
- Next stage: `<stage that resumes after the blocker>`.
- Entry condition: `<the approval, artifact, validation, or fix required>`.
Approval-wait report
- Current stage: `<detected workflow stage>`.
- Completed / blocker: `<work ready for the named decision>`.
- Next stage: `<stage that follows approval>`.
- Entry condition: `<explicit user approval or recorded decision>`.
Successful terminal report
- Current stage: successfully persisted `closing` or `abandoned`.
- Completed / blocker: `<persisted terminal outcome>`.
- Next stage: `none`.
- Entry condition: no further transition exists.
Read more
name: need-explorer description: Clarify intent, scope, constraints, and success criteria before artifact creation. Invoke when the request is fuzzy, the user is comparing options, or the workflow needs a stable change definition before writing artifacts.
Need Explorer
Turn a rough idea into a stable change definition before writing artifacts.
Primary Goal
Agree on: problem, scope, non-goals, success criteria, whether to split before specification.
Process
1. Inspect Context First
Before asking questions, understand what exists and what constraints are in place.
2. One Question at a Time
Ask a single clear question, wait for the answer, digest, then ask the next. Never ask 3+ questions at once. Each answer informs the next question.
3. Prefer Multiple-Choice Questions
Present 2-3 options when reasonable answers are finite. This reduces cognitive load and surfaces unconsidered choices.
4. Propose 2-3 Approaches with Trade-Offs
For each approach: what it is, upside, downside, best-for. Then **recommend one** and explain why. Never present a single path — always name at least one alternative.
5. Validate Before Concluding
Restate what you heard: "Here's what I'm hearing: [problem, scope, non-goals, success criteria]. Does this match?" Incorporate corrections and re-validate.
6. DP-1: Requirement Confirmation Gate
After user confirms the summary:
ssf state set <change-dir> dp_1_result "confirmed: <one-line summary>" ssf state set <change-dir> dp_1_timestamp $(date -u +%Y-%m-%dT%H:%M:%SZ)
DP-1 confirms scope, non-goals, and success criteria before artifact creation.
7. Hand Off
Once DP-1 is recorded, hand off to `spec-writer`.
Anti-Patterns
- **Skipping exploration**: "Simple" changes have scope too. Five minutes of exploration prevents two hours of rework.
- **Proposing solutions before clarifying**: If the user says "add caching," first ask what problem caching solves.
- **Exploring indefinitely**: Stop when change name, problem statement, scope, non-goals, success criteria, and decomposition decision are all clear.
Exploration Standard
You must leave exploration with: a usable change name, a crisp problem statement, scope boundaries, non-goals, success criteria, and a decomposition decision (one change or split).
Strong Rule
Do not produce implementation code. This skill stabilizes intent, not builds.
Self-Review Before Handoff
1. **Placeholder scan**: No "probably", "maybe", "TBD", or "we'll figure it out later" 2. **Contradiction check**: No scope items conflicting with non-goals or constraints 3. **Scope check**: Can a developer draw a bright line between in and out?
Exception Handling
- **Parse failures**: Report the specific file, proceed with available information
- **Missing files**: Note absent essential files as constraints, continue
- **User interruption**: Exploration is stateless — on resume, re-ask the current question
Standard User-Facing Handoff
End every user-facing phase report with this concise handoff. Only a successfully persisted `closing` state and `abandoned` are terminal.
Normal report
- Current stage: `<detected workflow stage>`.
- Completed / blocker: `<completed work>`.
- Next stage: `<next workflow stage or skill>`.
- Entry condition: `<what must be true to enter it>`.
Blocked report
- Current stage: `<detected workflow stage>`.
- Completed / blocker: `<blocking fact or missing evidence>`.
- Next stage: `<stage that resumes after the blocker>`.
- Entry condition: `<the approval, artifact, validation, or fix required>`.
Approval-wait report
- Current stage: `<detected workflow stage>`.
- Completed / blocker: `<work ready for the named decision>`.
- Next stage: `<stage that follows approval>`.
- Entry condition: `<explicit user approval or recorded decision>`.
Successful terminal report
- Current stage: successfully persisted `closing` or `abandoned`.
- Completed / blocker: `<persisted terminal outcome>`.
- Next stage: `none`.
- Entry condition: no further transition exists.
源码级融合 OpenSpec 规划引擎 + Superpowers 执行纪律的 AI 编程工作流插件。17 平台支持,9 skills,Spec-first,契约驱动。
Repo: MageByte-Zero/spec-superflow
Other skills on spec-superflow.
- /bug-investigator
Use when encountering any bug, test failure, or unexpected behavior during spec-superflow execution, before proposing fixes. Invoked automatically when build-executor hits a blockage.
Open skill - /build-executor
Govern implementation from an approved execution contract. Invoke when execution-contract.md is approved and the user wants disciplined build work, TDD execution, or guarded batch-by-batch implementation.
Open skill - /code-reviewer
Review completed implementation batches for spec compliance and code quality. Invoke after execution batches complete, before merging, or when a review gate is reached in the workflow.
Open skill - /contract-builder
Convert approved planning artifacts into an execution contract. Invoke when the user wants to start building, asks to move from planning to implementation, or when execution-contract.md is missing or stale.
Open skill - /release-archivist
Close out a spec-superflow change with verification, summary, and archive readiness. Invoke when implementation is complete, verification is underway, or the user asks for a final wrap-up.
Open skill - /spec-merger
Sync delta specs to main specs before closure. Invoke while an executing change has delta specs to merge into the main spec base, or when detecting spec drift across multiple changes.
Open skill

