redirect
정보
리다이렉트 스킬은 클로드가 상충되는 요구나 도구 실패를 저항하지 않고 압력을 수용하여 흡수한 후 상황을 재구성하는 방식으로 처리할 수 있게 합니다. 이는 상반된 지시, 도구 실패의 연쇄 반응, 또는 초기 접근 방식이 실행 불가능해지는 범위 압박 상황에 사용됩니다. 이 방어적 스킬은 힘을 반사하기보다 흡수하여 생산적인 해결 방향으로 유도하는 데 중점을 둡니다.
빠른 설치
Claude Code
추천npx skills add pjt222/agent-almanac -a claude-code/plugin add https://github.com/pjt222/agent-almanacgit clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/redirectClaude Code에서 이 명령을 복사하여 붙여넣어 스킬을 설치하세요
문서
Redirect
Handle conflicting demands, tool fails, competing constraints → blend w/ pressure not resist → redirect force to productive resolution.
Use When
- Contradictory instr (user X, docs Y, tool Z)
- Tool fail cascades → planned approach unviable
- Scope pressure expands task beyond ask
- Ctx overload → competing signals = paralysis
- User frustration/correction → absorb not deflect
centerreveals pressure destabilizing balance
In
- Required: Specific pressure/conflict (implicit from ctx)
- Optional: Pressure type (Step 1 taxonomy)
- Optional: Prev attempts + outcomes
Do
Step 1: Center Before Contact
Before engage conflict, est center (see center). Then ID incoming pressure clear.
AI Pressure Type Taxonomy:
┌─────────────────────────┬──────────────────────────────────────────┐
│ Pressure Type │ Characteristics │
├─────────────────────────┼──────────────────────────────────────────┤
│ Contradictory │ Two valid sources give incompatible │
│ Requirements │ instructions. Neither is simply wrong. │
│ │ Resolution requires synthesis, not │
│ │ choosing sides │
├─────────────────────────┼──────────────────────────────────────────┤
│ Tool Failure Cascade │ A planned approach fails at the tool │
│ │ level. Retrying won't help. The failure │
│ │ data itself contains useful information │
├─────────────────────────┼──────────────────────────────────────────┤
│ Scope Creep │ The task silently expands. Each addition │
│ │ seems reasonable in isolation, but the │
│ │ aggregate exceeds what was asked │
├─────────────────────────┼──────────────────────────────────────────┤
│ Context Overload │ Too many files, too many constraints, │
│ │ too many open threads. Paralysis from │
│ │ excess input, not insufficient input │
├─────────────────────────┼──────────────────────────────────────────┤
│ Ambiguity │ The request is genuinely unclear and │
│ │ multiple interpretations are valid. │
│ │ Action risks solving the wrong problem │
├─────────────────────────┼──────────────────────────────────────────┤
│ User Correction │ The user indicates the current approach │
│ │ is wrong. The correction carries both │
│ │ information and emotional weight │
└─────────────────────────┴──────────────────────────────────────────┘
Classify current pressure. Multi pressures active → ID primary, address that first; secondary often resolve as side effect.
→ Clear classification of pressure type + manifestation in ctx. Should feel accurate, not forced into taxonomy.
If err: pressure fits no category → may be composite. Decompose: which part contradiction? Scope? Composites need each component, not whole as one.
Step 2: Irimi — Enter Force
Move toward problem. State full scope, no minimize/deflect/immediate solution.
- Articulate pressure complete: what exactly conflicts? Failed? Ambiguous?
- Name consequences: not addressed → what happens?
- ID what pressure reveals: tool fails → assumptions; contradictions → missing ctx; scope creep → unclear boundaries
Test: Description sounds reassuring → deflecting not entering. Irimi = full contact w/ difficulty.
- Deflecting: "There's a minor inconsistency between these two files."
- Entering: "The CLAUDE.md specifies 150 skills but the registry contains 148. Either the count is wrong, the registry is incomplete, or two skills were removed without updating the count. All downstream references may be affected."
→ Complete unflinching statement. Should make problem feel more real, not less.
If err: entering creates anxiety/urgency to immediately solve → pause. Irimi = entering not reacting. Goal = see clearly before move. Can't state w/o proposing solution → separate explicit.
Step 3: Tenkan — Turn + Redirect
Having entered force, pivot to redirect → resolution. Each pressure type has characteristic redirect.
Redirect Patterns by Pressure Type:
┌─────────────────────────┬──────────────────────────────────────────┐
│ Pressure Type │ Redirect Pattern │
├─────────────────────────┼──────────────────────────────────────────┤
│ Contradictory │ Synthesize underlying intent: both │
│ Requirements │ sources serve a purpose. What goal do │
│ │ they share? Build from the shared goal, │
│ │ not from either source alone │
├─────────────────────────┼──────────────────────────────────────────┤
│ Tool Failure Cascade │ Use the failure data: what did the error │
│ │ reveal about assumptions? The failure is │
│ │ information. Switch tools or approach, │
│ │ incorporating what the failure taught │
├─────────────────────────┼──────────────────────────────────────────┤
│ Scope Creep │ Decompose to essentials: what was the │
│ │ original request? What is the minimum │
│ │ that satisfies it? Defer additions │
│ │ explicitly rather than silently absorbing│
├─────────────────────────┼──────────────────────────────────────────┤
│ Context Overload │ Triage and sequence: which information │
│ │ is needed now vs. later vs. never? Rank │
│ │ by relevance to the immediate next step │
├─────────────────────────┼──────────────────────────────────────────┤
│ Ambiguity │ Surface the ambiguity to the user: "I │
│ │ see two interpretations — A and B. Which │
│ │ do you mean?" Do not guess when asking │
│ │ is available │
├─────────────────────────┼──────────────────────────────────────────┤
│ User Correction │ Absorb the correction fully: what was │
│ │ wrong, why was it wrong, what does the │
│ │ correct direction look like? Then adjust │
│ │ without defensiveness or over-apology │
└─────────────────────────┴──────────────────────────────────────────┘
Apply appropriate redirect. Should feel like uses energy of problem not fight.
→ Pressure transforms obstacle → direction. Contradictions → synthesis. Failures → diagnostic data. Overload → prioritization.
If err: redirect feels forced or no resolve → Step 1 classification wrong. Re-examine: really contradiction, or one source outdated? Really scope creep, or expanded scope = what user needs? Misclassify → misredirect.
Step 4: Ukemi — Graceful Recovery
Sometimes redirect fails. Pressure genuine + can't transform. Ukemi = art of falling safely → ack limits w/o catastrophize.
- Ack limit honestly: "I cannot resolve this contradiction with available information" or "This approach is blocked and I do not see an alternative"
- Preserve progress: summarize done, learned, remains
- Communicate to user: what problem, what tried, what needed
- ID recovery path: what unblocks? More info? Diff approach? User decision?
Ukemi Recovery Checklist:
┌─────────────────────────┬──────────────────────────────────────────┐
│ Preserve │ Summarize progress and learnings │
│ Acknowledge │ State the limitation without excuses │
│ Communicate │ Tell the user what is needed │
│ Recover │ Identify the specific unblocking action │
└─────────────────────────┴──────────────────────────────────────────┘
→ Graceful ack maintains trust. User knows what happened, tried, needed. No info lost.
If err: ack limit feels like failure not communication → note ego signal. Ukemi = skill not weakness. Honest "I'm stuck" + clear ask for help > forced solution creating new problems.
Step 5: Randori — Multi Simultaneous
Multi pressures simultaneous (correction + tool fail + scope question) → randori principles.
- Never freeze: pick one pressure, address. Any movement > paralysis
- Use pressures vs each other: tool fail can resolve scope q ("can't impl this way → scope reduces naturally")
- Simple under pressure: overwhelmed → default simplest redirect — ack each, prioritize urgency, sequential
- Maintain awareness: while addressing one, keep others peripheral. Most urgent first, no lose track rest
→ Forward movement despite multi pressures. Not perfect simul resolution, sequential handling maintaining progress.
If err: multi pressures create paralysis → list all explicit, number by urgency. Address #1. Starting breaks paralysis. All equally urgent → pick simplest first, quick wins → momentum.
Step 6: Zanshin — Continuing Awareness
After redirect, maintain awareness for second-order effects.
- Did redirect create new pressures? (resolving contradiction by choosing one interpretation may invalidate earlier work)
- Did redirect satisfy underlying need or just surface symptom?
- Resolution stable, or same pressure recurs?
- Note pattern for future ref → recur → response faster
→ Brief scan for secondary effects after each redirect. Most clean, but cascading ones = exactly where zanshin matters.
If err: second-order missed + surface later → signal deepen zanshin. Add brief "what did this break?" check after significant redirects.
Check
- Pressure classified into specific type, not vague
- Irimi: stated full scope, no minimize
- Tenkan: redirect used energy not fight
- Redirect failed → ukemi applied (honest ack, preserve progress)
- Multi pressures handled sequential, not frozen
- Zanshin: second-order effects checked
Traps
- Deflect vs enter: Minimizing problem ("just small inconsistency") prevents redirect — full force never engaged. Enter first, redirect second.
- Force redirect that doesn't fit: Not all pressure redirects in moment. Some need user input, info, wait. Forced redirects → new problems.
- Ego in ukemi: Ack limit as personal failure not info exchange. User benefits from early knowing not forced solution.
- Secondary first: Multi pressures → tempting easy ones first. Feels productive but primary grows. Address most important not most comfortable.
- Skip center: Redirect w/o center → reaction not redirect. Center = foundation not optional.
→
aikido— human martial art mapping to AI reasoning; physical blend/redirect informs cognitivecenter— prereq for effective redirect; stable baseawareness— detects pressures early, before emergency redirectheal— deeper recovery when pressure caused subsystem driftmeditate— clears residual noise after difficult pressures
GitHub 저장소
연관 스킬
llamaguard
기타LlamaGuard는 폭력 및 혐오 발언 등 6가지 안전 범주에서 LLM 입력과 출력을 조정하기 위한 Meta의 70-80억 파라미터 모델입니다. 94-95% 정확도를 제공하며 vLLM, Hugging Face 또는 Amazon SageMaker를 사용해 배포할 수 있습니다. 이 기술을 사용하여 AI 애플리케이션에 콘텐츠 필터링 및 안전 가드레일을 손쉽게 통합하세요.
cost-optimization
기타이 Claude Skill은 리소스 적정화, 태깅 전략, 지출 분석을 통해 개발자들이 클라우드 비용을 최적화할 수 있도록 지원합니다. AWS, Azure, GCP에서 클라우드 비용을 절감하고 비용 거버넌스를 구현하기 위한 프레임워크를 제공합니다. 인프라 비용을 분석하거나, 리소스를 적정화하거나, 예산 제약을 충족해야 할 때 사용하세요.
quantizing-models-bitsandbytes
기타이 스킬은 bitsandbytes를 사용하여 LLM을 8비트 또는 4비트 정밀도로 양자화하며, 최소한의 정확도 손실로 50-75%의 메모리 감소를 달성합니다. 제한된 GPU 메모리에서 더 큰 모델을 실행하거나 추론을 가속화하는 데 이상적이며, INT8, NF4, FP4와 같은 형식을 지원합니다. 이 스킬은 HuggingFace Transformers와 통합되어 QLoRA 학습 및 8비트 옵티마이저를 가능하게 합니다.
dispatching-parallel-agents
기타이 Claude Skill은 3개 이상의 독립적인 문제를 동시에 조사하고 해결하기 위해 다중 에이전트를 배치합니다. 공유 상태나 의존성 없이 해결 가능한 무관련 장애 시나리오에 맞게 설계되었습니다. 핵심 기능은 병렬 문제 해결로, 각 독립 문제 영역마다 하나의 에이전트를 할당하여 효율성을 극대화합니다.
