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Switch to Knowledge Work mode for research and writing — use when task is non-code focused
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Smoke-test fixture for the stdio MCP integration tests. Returns a constant body when called.
Multi-AI requirements scoping using Codex and Gemini CLIs (Double Diamond Define phase). Use when: AUTOMATICALLY ACTIVATE when user requests clarification or scoping:. "define the requirements for X". "clarify the scope of Y"
Multi-AI validation, scoring, and review using Codex and Gemini CLIs (Double Diamond Deliver phase). Use when: AUTOMATICALLY ACTIVATE when user requests validation, scoring, or review:. "review X" or "validate Y" or "test Z". "score this", "quality check", "validate before shipping"
Multi-AI implementation using Codex and Gemini CLIs (Double Diamond Develop phase). Use when: AUTOMATICALLY ACTIVATE when user requests building or implementation:. "build X" or "implement Y" or "create Z". "develop a feature for X"
Multi-AI research using Codex and Gemini CLIs (Double Diamond Discover phase). Use when: AUTOMATICALLY ACTIVATE when user requests research or exploration:. "research X" or "explore Y" or "investigate Z". "what are the options for X" or "what are my choices for Y"
NLSpec authoring — structured specification from multi-AI research
| name | skill-knowledge-work |
| version | 1.0.0 |
| description | Switch to Knowledge Work mode for research and writing — use when task is non-code focused |
Claude Octopus now auto-detects work context! The system analyzes your prompt and project to determine whether you're in a Dev Context (code-focused) or Knowledge Context (research/strategy-focused).
You typically don't need this skill - context is detected automatically when you use:
octo research X - Auto-detects dev vs knowledge researchocto build X - Auto-detects code vs document buildingocto review X - Auto-detects code vs document reviewUse ONLY when auto-detection is wrong:
/octo:km on
All subsequent workflows will use Knowledge Context until reset.
/octo:km off
All subsequent workflows will use Dev Context until reset.
/octo:km auto
Context detection returns to automatic mode.
/octo:km
Shows current mode (auto, knowledge, or dev).
When you use any octo workflow, context is detected by analyzing:
Prompt Content (strongest signal):
Project Type (secondary signal):
package.json, Cargo.toml, go.mod → Dev Context.md, .docx, .pdf files → Knowledge ContextExplicit Override (if set via /octo:km):
When workflows run, you'll see the detected context in the banner:
Dev Context:
🐙 **CLAUDE OCTOPUS ACTIVATED** - Multi-provider research mode
🔍 [Dev] Discover Phase: Technical research on caching patterns
Knowledge Context:
🐙 **CLAUDE OCTOPUS ACTIVATED** - Multi-provider research mode
🔍 [Knowledge] Discover Phase: Market analysis for APAC expansion
User: "octo research caching strategies for our Node.js API"
Claude: (auto-detects Dev Context from "Node.js API")
🐙 **CLAUDE OCTOPUS ACTIVATED** - Multi-provider research mode
🔍 [Dev] Discover Phase: Technical research on caching strategies
[Researches with technical/implementation focus]
User: "octo research market opportunities in healthcare AI"
Claude: (auto-detects Knowledge Context from "market opportunities")
🐙 **CLAUDE OCTOPUS ACTIVATED** - Multi-provider research mode
🔍 [Knowledge] Discover Phase: Strategic research on healthcare AI market
[Researches with business/strategic focus]
User: "octo research React patterns"
Claude: (auto-detects Dev) 🔍 [Dev] Discover Phase...
User: "Actually, this is for a presentation. Force knowledge mode."
Claude: "Setting context override to Knowledge Mode."
/octo:km on
User: "octo research React patterns"
Claude: (uses override) 🔍 [Knowledge] Discover Phase... (focuses on trends, adoption, strategic implications)
User: "What context mode am I in?"
Claude:
Current mode: Auto-detection (no override set)
Last detected context: Dev (based on project having package.json)
To override: /octo:km on (force Knowledge) or /octo:km off (force Dev)
To return to auto: /octo:km auto
| Workflow | Focus |
|---|---|
octo research X | Technical implementation, libraries, code patterns |
octo build X | Code generation, architecture, tests |
octo review X | Code quality, security, performance |
| Agents | codex, backend-architect, code-reviewer, security-auditor |
| Workflow | Focus |
|---|---|
octo research X | Market analysis, competitive research, literature synthesis |
octo build X | PRDs, strategy docs, presentations, reports |
octo review X | Document quality, argument strength, completeness |
| Agents | strategy-analyst, ux-researcher, exec-communicator, product-writer |
After running knowledge workflows, export to professional formats:
Just say: "Export this to Word" or "Create a PowerPoint presentation"
| Command | Description |
|---|---|
/octo:km | Show current status (auto, on, or off) |
/octo:km on | Force Knowledge Context for all workflows |
/octo:km off | Force Dev Context for all workflows |
/octo:km auto | Return to auto-detection (default) |
Don't override if:
Override is for:
At the end of significant work sessions, extract learnings:
Store learnings in .claude-octopus/learnings/<date>-<summary>.json:
{
"date": "2026-03-21",
"task_type": "debugging",
"approach": "Traced the error from the test failure back to the API handler",
"outcome": "success",
"lesson": "Always check middleware ordering before investigating handler logic"
}
Each learning file captures: task_type, approach, outcome, and lesson.
At session start, check for relevant learnings:
.claude-octopus/learnings/ directory/octo:discover - Research workflow (auto-detects context)/octo:develop - Build workflow (auto-detects context)/octo:deliver - Review workflow (auto-detects context)/octo:docs - Document export (works in both contexts)