菜单
Refine texts in any language: perfect grammar and spelling, paraphrase ideas, avoid AI detection while maintaining authentic voice. Detects grammatical patterns that signal cognitive states or structural issues—acting as a sensory system for deeper strategic insights.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Guide users through setting up a personal LLM-maintained wiki — a persistent, compounding knowledge base where the LLM incrementally builds and maintains interlinked markdown pages from raw sources. Use this skill when the user wants to: set up a personal knowledge base, create a research wiki, organize notes with LLM help, build a "second brain", set up an Obsidian + LLM workflow, create a persistent knowledge graph from documents, plan research priorities and next steps, or mentions "LLM wiki". This skill asks questions to understand the user's domain and goals, then scaffolds the entire wiki structure, schema, and workflows tailored to their needs. It also helps plan ongoing research by analyzing knowledge gaps and creating actionable todo lists.
Turn insights, findings, or research into an actionable plan with deadlines and scheduled Telegram reminders. Collaboratively designs the plan with the user via AskUserQuestion, saves it to .plan/ in the project, sets up cron reminders via Telegram bot, and shows overdue/today tasks on session start. Use when asked to "make a plan", "actionize this", "turn this into tasks", "schedule this", "create deadlines", "track this", or "diagnose my planning". Invoke with "diagnose" argument to run planning pattern analysis (Phase 7). Proactively suggest when the user has completed research, brainstorming, or /office-hours and has a list of insights without concrete next steps. Proactively suggest "/actionize diagnose" when a plan has >30% deferred tasks.
Apply Vipassana meditation principles to LLM processing — equanimous scanning, non-reactive observation, impermanence awareness (anicca), and breaking the sankhara chain of conditioned reactions. Trigger on "meditate on", "observe without reacting", "see clearly", "practice vipassana", "scan equanimously", "what's really going on here", "non-reactive analysis", "observe without judgment". Also trigger when the user wants bare attention rather than jumping to conclusions, wants to dissolve fixation loops, or asks Claude to apply contemplative processing. Apply proactively when conversations show reactive thinking, craving for particular outcomes, or aversion to uncomfortable truths. Synergizes with cognitive-variability, embodied-navigation, and shifting-perspective skills.
Transfer embodied movement principles (Vipassana equanimous scanning, Systema adaptive fluidity, contemporary dance tensegrity, EightOS confluence) to navigate work, relationships, projects, strategy, and everyday situations. Uses InfraNodus MCP tools to map situations as networks and apply body-informed intelligence to their structure. Trigger when someone is stuck, in conflict, negotiating, blocked, fixated, overwhelmed, or facing rigidity — or asks for "embodied advice", "fluid approach", "organic strategy", "adaptive strategy", "how would the body handle this". Also trigger on phrases like "I'm stuck", "standoff", "tense situation", "can't move forward". Apply proactively when situations exhibit excessive force, single-point fixation, or neglect of peripheral dynamics.
Analyze discourse structure using InfraNodus optimize_text_structure tool and shift perspective based on diversity score. Use when a conversation, text, URL, or YouTube video would benefit from additional viewpoints, when the user feels stuck in one frame of thinking, when research needs broadening, when analyzing any text for structural balance, or when the user asks to "shift perspective", "broaden the view", "what am I missing", "analyze the structure", "check for bias", "develop this further", or "give me a different angle". Also trigger when the user provides a text or URL and asks for critical analysis, development suggestions, or wants to understand what perspectives are underrepresented. Works hand-in-hand with cognitive-variability skill for state-based interventions after structural diagnosis.
Flip any conflict, negotiation, or difficult situation to the opponent's perspective to extract superior tactical advice. Use whenever someone is dealing with a landlord dispute, bureaucratic obstruction, workplace conflict, legal challenge, scam attempt, negotiation, difficult relationship dynamic, or any situation where they feel stuck, outmaneuvered, or unsure how to respond. Trigger phrases include: dealing with, fighting with, they keep, I am being harassed, how do I handle, I don't know what to do about, my landlord, my boss, the bank, the government office, this scammer, this bully. Apply proactively whenever someone describes a conflict or adversarial situation, even if they have not explicitly asked for strategy.
| name | writing-assistant |
| description | Refine texts in any language: perfect grammar and spelling, paraphrase ideas, avoid AI detection while maintaining authentic voice. Detects grammatical patterns that signal cognitive states or structural issues—acting as a sensory system for deeper strategic insights. |
| homepage | https://infranodus.com |
| metadata | {"openclaw":{"emoji":"✍️","requires":{"bins":["mcporter"],"env":["INFRANODUS_API_KEY"]},"primaryEnv":"INFRANODUS_API_KEY","install":[{"id":"mcporter","kind":"node","package":"mcporter","bins":["mcporter"],"label":"Install mcporter (node)"}]}} |
Refine texts in any language: perfect grammar and spelling, paraphrase when necessary to improve clarity, and ensure the writing sounds authentically human - never like AI-generated content.
The user's writing style is characterized by:
Avoid these AI-detection red flags:
During grammar correction, the writing assistant acts as a sensory system detecting structural signals that may indicate deeper strategic issues:
What to detect during correction:
Punctuation rhythm reveals cognitive state:
These patterns serve as diagnostic signals for when to trigger deeper analysis or suggest cognitive state transitions.
For substantial texts that need strategic development (not just grammar fixes), you can use InfraNodus MCP tools if available.
The InfraNodus tools are provided by the InfraNodus MCP server at https://mcp.infranodus.com/. Users need an InfraNodus account at https://infranodus.com.
If the InfraNodus MCP server is already configured in your environment (e.g., as a Cursor MCP server or via another MCP client), use it directly — no additional setup needed. Call tools like generate_text_overview, develop_text_tool, generate_seo_report, etc., through the available MCP interface.
If the InfraNodus MCP server is not available, use mcporter as a fallback to connect:
API Key auth (recommended for headless/automated setups):
Set INFRANODUS_API_KEY via environment variable or OpenClaw config (~/.openclaw/openclaw.json):
{
"skills": {
"entries": {
"infranodus": {
"enabled": true,
"apiKey": "YOUR_INFRANODUS_API_KEY"
}
}
}
}
OpenClaw maps apiKey → INFRANODUS_API_KEY env var automatically. Or set it directly: export INFRANODUS_API_KEY=your_key_here
Then add the server:
mcporter config add infranodus \
--url https://mcp.infranodus.com/ \
--transport http \
--header "accept=application/json, text/event-stream" \
--header "Authorization=Bearer $INFRANODUS_API_KEY" \
--scope home
OAuth auth (interactive browser login):
mcporter config add infranodus \
--url https://mcp.infranodus.com/ \
--transport http \
--auth oauth \
--header "accept=application/json, text/event-stream" \
--scope home
mcporter auth infranodus
To re-authenticate: mcporter auth infranodus --reset
Verify and call tools:
mcporter list infranodus # should show as healthy
mcporter call infranodus.<tool_name> key=value
mcporter call infranodus.<tool_name> --args '{"text": "...", "includeGraph": true}'
Use for:
Don't use for:
InfraNodus:generate_text_overviewAnalyzes the topical structure of your text to reveal:
Use this to check if your text has topical imbalance - when one or two concepts dominate when they shouldn't, or when attention is spread too thinly.
When imbalance is appropriate:
When dispersion is appropriate:
When to flag imbalance:
The tool helps you understand if your topical structure matches your intent.
InfraNodus:develop_text_toolAnalyzes your text to extract research questions, develop latent (underdeveloped) topics, and identify structural content gaps. This helps you understand:
Use this when the user wants to develop their text strategically, not just fix grammar.
InfraNodus:generate_seo_reportCompares your text's knowledge graph with Google search results and search queries to find content gaps based on what people actually search for. This reveals:
Use this when the user wants to optimize their text for SEO or ensure it covers topics people are interested in.
If the text needs strategic development (and tools are available):
First: Correct grammar and style, noting patterns during correction:
Use patterns as triggers for deeper analysis:
develop_text_tool on that sectiongenerate_text_overview to check topical balanceAssess topical structure when patterns suggest imbalance:
generate_text_overview to understand topic distributionIdentify development opportunities: Use develop_text_tool for sections with:
Check external alignment (optional): Use generate_seo_report when relevant
Provide integrated feedback:
Important: Only use these tools if they're available and if the user's request implies strategic development, not just editing.
When you receive a text:
Read for Understanding: Understand the text's purpose, tone, and intended audience before making any changes
Grammar & Spelling:
Paraphrase Only When Necessary:
Formatting:
**bold**, *italic*, [links](urls), headers, lists<div>, <span>, <a href="">, etc.Output Format:
Language Matching:
Input:
Network thinking help us see patterns that we might of missed. Its about looking at the connections between ideas not just the ideas itself.
Output:
Network thinking helps us see patterns that we might have missed. It's about looking at the connections between ideas, not just the ideas themselves.
Input:
Moreover, it's important to note that heart rate variability is a key indicator of autonomic nervous system function. Furthermore, this metric can provide valuable insights into your overall health. In conclusion, monitoring HRV is crucial for optimal wellbeing.
Output:
Heart rate variability reveals how well your autonomic nervous system is functioning. This metric offers a window into your overall health, making HRV monitoring essential for understanding your wellbeing.
Input:
The **InfraNodus** tool creates [knowledge graphs](https://infranodus.com) from text. It shows you were the gaps are. Using network analysis we can see which concepts are under-developed and wich deserve more attention.
Output:
The **InfraNodus** tool creates [knowledge graphs](https://infranodus.com) from text. It shows you where the gaps are. Using network analysis, we can see which concepts are underdeveloped and which deserve more attention.
Input:
From the book of Trans~mission Cables — a practice of non-equilibrium stability across multiple frequency spectrums.
Output:
From the book of Trans~mission Cables — a practice of non-equilibrium stability across multiple frequency spectrums.
(No changes needed - intentional style preserved)
User request: "Check if this article is balanced"
Input:
Heart rate variability is measured using various devices. Fitness trackers can measure HRV. Smartwatches measure HRV too. Many apps measure HRV. You can use chest straps to measure HRV. Phone cameras can even measure HRV now.
HRV helps with stress management by showing your nervous system state.
Workflow:
generate_text_overview to analyze topical structureOutput:
Heart rate variability is measured using various devices. Fitness trackers, smartwatches, chest straps, and even phone cameras can all measure HRV through different apps.
HRV helps with stress management by showing your nervous system state.
---
**Topical Balance Note:**
Your text is heavily focused on HRV measurement devices (80% of content) with minimal development of the more interesting topic: how HRV relates to stress management (20%).
Unless you specifically want this device-focused angle, consider rebalancing:
- Reduce device enumeration (readers can Google "HRV devices")
- Expand stress management applications (this is what makes HRV valuable)
- Add practical context: how to interpret HRV for stress, what changes to make
Current structure feels like unintentional drift toward listing devices rather than explaining utility.
User request: "Edit this manifesto"
Input:
Freedom is liberation from habits. Freedom means breaking patterns. True freedom comes when you escape your routines. Freedom isn't doing whatever you want - it's not being trapped by what you always do.
Workflow:
generate_text_overview - detects heavy focus on "freedom" conceptOutput:
Freedom is liberation from habits. Freedom means breaking patterns. True freedom comes when you escape your routines. Freedom isn't doing whatever you want—it's not being trapped by what you always do.
(Note: No balance warning - the repetitive focus serves the manifesto format)
User request: "Help me develop this article about heart rate variability for better SEO coverage"
Input:
Heart rate variability shows how your nervous system is working. Higher HRV means better health. You can measure it with fitness trackers.
Workflow:
InfraNodus:generate_seo_report to analyze against search demandOutput:
Heart rate variability shows how your nervous system is working. Higher HRV means better health. You can measure it with fitness trackers.
---
**Content Development Recommendations:**
Based on search demand analysis, consider developing these undercovered topics:
1. **HRV and stress management** (high search volume)
- How HRV responds to stress
- Using HRV to manage daily stress
2. **Improving HRV** (very high search demand)
- Breathing exercises for HRV
- Lifestyle factors that increase HRV
3. **HRV training zones** (technical audience search)
- Detrended fluctuation analysis (DFA)
- Using HRV to guide training intensity
These topics have strong search demand but aren't covered in your current text.
❌ Don't add explanations about what you changed ❌ Don't make the text more formal unless it's clearly too casual for its purpose ❌ Don't remove personality in favor of "professional" blandness ❌ Don't add transitional phrases that weren't there before ❌ Don't restructure working paragraphs just because you could ❌ Don't change specialized terminology you're unfamiliar with ❌ Don't add hedging language ("perhaps", "might", "possibly") unless needed for accuracy ❌ Don't homogenize sentence length - variety is good ❌ Don't flag topical imbalance when it serves an artistic, poetic, or intentional structural purpose ❌ Don't assume dispersed, gap-filled writing is a problem - it may be deliberate creative choice
Your goal is to make the text clearer and error-free while keeping it unmistakably human and unmistakably the author's voice. When in doubt, change less rather than more.
For strategic text development beyond grammar fixes, InfraNodus tools can help:
generate_text_overview - Check topical balance and structural patterns (but respect intentional imbalance for artistic/poetic purposes and intentional dispersion for creative/exploratory writing)develop_text_tool - Identify underdeveloped topics and content gapsgenerate_seo_report - Align with search demand and external discourseOnly use these for substantial texts when the user clearly wants strategic development, not just editing.