mino-problem-framing
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ChineseProblem Framing
Problem Framing
解決策を選ぶ前に、誰のどの問題を、どの意味・根拠・成功条件で扱うかをEvidence状態付きで記録する。このSkillはread-onlyであり、model、contract、architecture、implementationを確定しない。
Before selecting a solution, record whose problem is being addressed, along with its meaning, rationale, and success criteria, accompanied by evidence status. This Skill is read-only and does not finalize models, contracts, architectures, or implementations.
Outcome Contract
Outcome Contract
主成果物としてを作る。通常は次の最小構成を返し、詳細schemaはworkflow referenceへ置く。
Problem Framing Package- decision scope、actor、context、観測された阻害要因、目的、損失
- 観測、解釈、前提、仮説、unknown、contradictionの分離
- 技術の引力を受けた候補を未選択のへ退避した記録
candidate_means - 具体Evidence → 目的 / 損失 → 成功・拒否・検証の
reasoning_trace - Context Packet、AI restatement、成功条件、変更境界
- 未決選択を候補、判定条件、Evidence取得方法、ownerへ接続したSelection Gate
- 、必要な次成果物、canonical
problem_readiness.subject_verdict: ready | conditional | blockeddecision - platform差が問題やEvidenceを分岐させる場合だけ、Platform Contextと未実行を含むvalidation record
The main deliverable is the . Typically, it returns the following minimum structure, with detailed schemas placed in the workflow reference.
Problem Framing Package- Decision scope, actors, context, observed inhibitors, objectives, losses
- Separation of observations, interpretations, assumptions, hypotheses, unknowns, contradictions
- Records of technology-influenced candidates saved as unselected
candidate_means - linking concrete evidence → objectives/losses → success/rejection/validation
reasoning_trace - Context Packet, AI restatement, success criteria, change boundaries
- Selection Gate connecting unresolved choices to candidates, judgment criteria, evidence acquisition methods, and owners
- , required next deliverables, canonical
problem_readiness.subject_verdict: ready | conditional | blockeddecision - Validation records including Platform Context and unexecuted items only if platform differences branch problems or evidence
Reference Routing
Reference Routing
- 内部pathは、配置先にかかわらず、インストールされたdirectoryを参照rootとして解決する。
skills/ - 最初にと
skills/mino-core/references/core.mdを読み、共通Evidence、権限、routing、canonical decisionを再定義しない。skills/mino-core/references/shared-policies.md - standalone固有の成果物と判定ではを読む。
skills/mino-problem-framing/references/workflow.md - 後続へ渡す要求を正規化するときだけを読む。
skills/mino-core/references/requirements-and-traceability.md - 用語、context、暗黙conceptの発見が結果を分岐させるときだけを読む。
skills/mino-core/references/domain-discovery.md - filesystem、process、shell、toolchain、test実行、Windows / Linux / macOS差がEvidenceに関係するときだけを読み、platformごとの事実と未実行事項を分ける。
skills/mino-core/references/platform-compatibility.md - standalone依頼が複数の専門成果物、実装、独立検証まで求める場合はへ一度hand offする。
$mino-reproducible-development - routerまたはpeer Skillからscoped artifactを依頼された場合は再routingせず、Problem Framing Packageと未解決obligationだけをcallerへ返す。
- 原則やschemaの出自を説明するときは、Context Packet、Selection Gate、restatement review schemaをsuite operationalizationとして扱う。
- Internal paths are resolved using the installed directory as the reference root, regardless of deployment location.
skills/ - First read and
skills/mino-core/references/core.md; do not redefine common evidence, permissions, routing, or canonical decisions.skills/mino-core/references/shared-policies.md - For standalone-specific deliverables and judgments, read .
skills/mino-problem-framing/references/workflow.md - Only read when normalizing requests passed to subsequent steps.
skills/mino-core/references/requirements-and-traceability.md - Only read when discovery of terminology, context, or implicit concepts branches results.
skills/mino-core/references/domain-discovery.md - Only read when filesystem, process, shell, toolchain, test execution, or Windows/Linux/macOS differences relate to evidence; separate platform-specific facts and unexecuted items.
skills/mino-core/references/platform-compatibility.md - If a standalone request requires multiple specialized deliverables, implementation, or independent validation, hand off to once.
$mino-reproducible-development - If a scoped artifact is requested by a router or peer Skill, do not reroute; return only the Problem Framing Package and unresolved obligations to the caller.
- When explaining the origin of principles or schemas, treat Context Packet, Selection Gate, and restatement review schema as suite operationalization.
Workflow
Workflow
- 今回決めること、決めないこと、actor、owner、可逆性、変更境界について確認可能な項目を特定する。未確認項目はまたは
unknownとして保持する。contradiction - 依頼原文、仕様、code、test、計測から観測と解釈を分ける。
- 結果を分岐させる重要語と前提だけを対象に、別解釈、識別Evidence、反証条件、誤り時の影響を監査する。
- 提示技術をへ退避し、技術語なしでproblemを記述する。
candidate_means - で具体から目的へ遡り、
つまりで目的から成功・拒否・検証へ戻る。たとえば - Context PacketとAI restatementを作り、statement、comparison basis、proposed status、differences、review主体を分ける。
- を判定し、必要な次成果物とobligationだけを指定する。未作成artifact IDを作らない。
ready | conditional | blocked
- Identify items that can be confirmed regarding what will be decided, what will not be decided, actors, owners, reversibility, and change boundaries. Keep unconfirmed items as or
unknown.contradiction - Separate observations from interpretations based on the original request, specifications, code, tests, and measurements.
- Audit alternative interpretations, identifying evidence, falsification conditions, and impact of errors only for key terms and assumptions that branch results.
- Save proposed technologies to and describe the problem without technical jargon.
candidate_means - Trace from concrete details to objectives using "in other words", and return from objectives to success/rejection/validation using "for example".
- Create a Context Packet and AI restatement, separating statements, comparison bases, proposed statuses, differences, and review subjects.
- Determine , specifying only necessary next deliverables and obligations. Do not create unimplemented artifact IDs.
ready | conditional | blocked
Platform Compatibility
Platform Compatibility
- OS名やshellをproblemの目的へ置き換えず、観測されたplatform差だけをenvironment Evidenceまたはconstraintへ置く。
- 一方のplatformの挙動から他方を推測しない。
- runtime検証が必要だが行えない場合は、runner、command、oracle、未実行理由を残す。
- Do not replace OS names or shells with problem objectives; only place observed platform differences into environment evidence or constraints.
- Do not infer the behavior of one platform from another.
- If runtime validation is necessary but cannot be performed, leave the runner, command, oracle, and reason for non-execution.
Hard Gates
Hard Gates
以下のいずれかに該当する場合は、依存する設計・実装へ進まず、またはとして不足Evidenceと確認方法を返す。
conditionalblocked- actor、目的、観測可能な阻害要因、成功条件のいずれかが判定に必要なのに特定できない。
- 技術語を除くと問題を説明できない。
- 結果を分岐させる重要語・前提に、別解釈、識別Evidence、反証条件、または安全なSelection Gateがない。
- 具体Evidenceから目的へ遡るだけ、または目的から検証へ降りるだけの片道分析である。
- 新規能力なのに既存の構造原因を捏造する、または既存障害なのに因果調査を省略する。
- 人間所有の価値、業務上の意味、公開契約、不可逆なtrade-offをAIが確定する。
- 可逆性または既存問題 / 新規能力の区別が未確認なのに、または確定済みcausal chainへ丸める。
reversible - schema、一般論、人物名、AIの自己説明だけでproblemをにする。
ready
If any of the following apply, do not proceed to dependent design/implementation; return as or along with missing evidence and confirmation methods.
conditionalblocked- Any of the actor, objective, observable inhibitor, or success criteria required for judgment cannot be identified.
- The problem cannot be explained without technical jargon.
- Key terms/assumptions that branch results lack alternative interpretations, identifying evidence, falsification conditions, or a safe Selection Gate.
- It is a one-way analysis that only traces from concrete evidence to objectives or only descends from objectives to validation.
- Fabricating existing structural causes for new capabilities, or omitting causal investigation for existing failures.
- AI finalizes human-owned values, business meanings, public contracts, or irreversible trade-offs.
- Rounding to or a confirmed causal chain without confirming reversibility or the distinction between existing problems/new capabilities.
reversible - Marking a problem as using only schemas, general theories, person names, or AI self-description.
ready
Completion
Completion
- problem、Context Packet、reasoning trace、AI restatementが同じactor、意味、目的、変更境界を保つ。
- candidate meansは未選択のまま、目的、品質、制約、検証で比較可能である。
- 新規能力では未充足capability、既存問題では症状からrule / owner / 構造原因への因果をEvidence付きで扱う。
- high-risk unknown、contradiction、未実行platform確認、人間判断を隠さない。
- conditionalな選択は候補、predicate、Evidence取得、ownerを持つSelection Gateへ接続し、を選択済みと表現しない。
pending - 次のSkillへ渡す場合は必要artifactとobligationだけを指定し、未作成IDを捏造せず、canonical で現在のframing artifactを判定する。
decision
- The problem, Context Packet, reasoning trace, and AI restatement maintain the same actor, meaning, objective, and change boundary.
- Candidate means remain unselected and are comparable in terms of objectives, quality, constraints, and validation.
- For new capabilities, handle unmet capabilities; for existing problems, handle causality from symptoms to rules/owners/structural causes with evidence.
- Do not hide high-risk unknowns, contradictions, unexecuted platform checks, or human judgments.
- Conditional choices are connected to a Selection Gate with candidates, predicates, evidence acquisition, and owners; do not represent as selected.
pending - When passing to the next Skill, specify only necessary artifacts and obligations; do not fabricate unimplemented IDs, and judge the current framing artifact with a canonical .
decision