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    <title>DEV Community: DasClown</title>
    <description>The latest articles on DEV Community by DasClown (@dasclown).</description>
    <link>https://dev.to/dasclown</link>
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      <title>DEV Community: DasClown</title>
      <link>https://dev.to/dasclown</link>
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    <item>
      <title>eu-regulation-mcp: Track EU laws, rulings &amp; national gazettes via MCP</title>
      <dc:creator>DasClown</dc:creator>
      <pubDate>Wed, 13 May 2026 21:03:47 +0000</pubDate>
      <link>https://dev.to/dasclown/eu-regulation-mcp-track-eu-laws-rulings-national-gazettes-via-mcp-bjo</link>
      <guid>https://dev.to/dasclown/eu-regulation-mcp-track-eu-laws-rulings-national-gazettes-via-mcp-bjo</guid>
      <description>&lt;h2&gt;
  
  
  eu-regulation-mcp — EU Regulation Intelligence MCP Server
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/DasClown/eu-regulation-mcp" rel="noopener noreferrer"&gt;https://github.com/DasClown/eu-regulation-mcp&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;An MCP server that monitors EU legislation across multiple sources: EUR-Lex, EU Parliament, European Commission, ECJ, and national gazettes.&lt;/p&gt;

&lt;h3&gt;
  
  
  What it monitors
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;EUR-Lex&lt;/strong&gt; — EU treaties, directives, regulations, decisions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;EU Parliament&lt;/strong&gt; — Legislative proposals, amendments, resolutions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;European Commission&lt;/strong&gt; — Delegated acts, implementing acts, consultations&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;ECJ&lt;/strong&gt; — Court rulings and opinions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;National gazettes&lt;/strong&gt; — Member state implementations&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Who is it for
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Legal teams tracking regulatory changes&lt;/li&gt;
&lt;li&gt;Compliance officers monitoring sector-specific legislation&lt;/li&gt;
&lt;li&gt;Policy analysts following EU lawmaking&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;MIT licensed, open-source.&lt;/p&gt;

</description>
      <category>mcp</category>
      <category>law</category>
      <category>eu</category>
      <category>python</category>
    </item>
    <item>
      <title>drug-pipeline-mcp: Open-source pharmaceutical R&amp;D intelligence</title>
      <dc:creator>DasClown</dc:creator>
      <pubDate>Wed, 13 May 2026 21:03:36 +0000</pubDate>
      <link>https://dev.to/dasclown/drug-pipeline-mcp-open-source-pharmaceutical-rd-intelligence-504f</link>
      <guid>https://dev.to/dasclown/drug-pipeline-mcp-open-source-pharmaceutical-rd-intelligence-504f</guid>
      <description>&lt;h2&gt;
  
  
  drug-pipeline-mcp — Pharmaceutical R&amp;amp;D Pipeline Intelligence
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/DasClown/drug-pipeline-mcp" rel="noopener noreferrer"&gt;https://github.com/DasClown/drug-pipeline-mcp&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;An MCP server that gives AI agents full visibility into pharmaceutical R&amp;amp;D.&lt;/p&gt;

&lt;h3&gt;
  
  
  What it covers
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Clinical trials&lt;/strong&gt; — Search ClinicalTrials.gov by condition, phase, sponsor, or status&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;FDA/EMA approvals&lt;/strong&gt; — Full approval history and EU authorization status&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Safety data&lt;/strong&gt; — FAERS adverse event reports with PRR signal detection&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Drug labels&lt;/strong&gt; — Full prescribing information, interactions, contraindications&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Patent expiry&lt;/strong&gt; — Orange Book patent data and exclusivity timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Recalls&lt;/strong&gt; — Active and past FDA recalls with classification&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Publications&lt;/strong&gt; — PubMed search for clinical evidence&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  How to use
&lt;/h3&gt;

&lt;p&gt;Add it to your MCP config and ask your AI: "What's in Novo Nordisk's pipeline?"&lt;/p&gt;

&lt;p&gt;MIT licensed, open-source.&lt;/p&gt;

</description>
      <category>mcp</category>
      <category>pharma</category>
      <category>python</category>
      <category>api</category>
    </item>
    <item>
      <title>climate-csrd-mcp: Open-source CSRD climate compliance for AI agents</title>
      <dc:creator>DasClown</dc:creator>
      <pubDate>Wed, 13 May 2026 20:57:51 +0000</pubDate>
      <link>https://dev.to/dasclown/climate-csrd-mcp-open-source-csrd-climate-compliance-for-ai-agents-3gkc</link>
      <guid>https://dev.to/dasclown/climate-csrd-mcp-open-source-csrd-climate-compliance-for-ai-agents-3gkc</guid>
      <description>&lt;h2&gt;
  
  
  climate-csrd-mcp — EU CSRD Climate Intelligence MCP Server
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/DasClown/climate-csrd-mcp" rel="noopener noreferrer"&gt;https://github.com/DasClown/climate-csrd-mcp&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;An MCP server purpose-built for EU CSRD (Corporate Sustainability Reporting Directive) compliance. Climate data, ESG metrics, and regulatory reporting — all accessible to AI agents.&lt;/p&gt;

&lt;h3&gt;
  
  
  Why this matters
&lt;/h3&gt;

&lt;p&gt;The EU CSRD requires thousands of companies to report on climate impact, ESG metrics, and sustainability risks. This MCP server makes that data machine-accessible.&lt;/p&gt;

&lt;h3&gt;
  
  
  Key capabilities
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Climate data&lt;/strong&gt; — Temperature records, emission factors, climate risk zones&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;ESG metrics&lt;/strong&gt; — Environmental, social, and governance indicators&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Regulatory context&lt;/strong&gt; — CSRD reporting standards and deadlines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Sector benchmarks&lt;/strong&gt; — Compare against industry baselines&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Integration
&lt;/h3&gt;

&lt;p&gt;Works as a standard MCP server. Connect via:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="na"&gt;mcpServers&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;climate-csrd&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;command&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;uvx&lt;/span&gt;
    &lt;span class="na"&gt;args&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="nv"&gt;climate-csrd-mcp&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Who needs it
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Sustainability officers preparing CSRD reports&lt;/li&gt;
&lt;li&gt;Auditors verifying ESG disclosures&lt;/li&gt;
&lt;li&gt;Investors doing climate due diligence&lt;/li&gt;
&lt;li&gt;Consultants advising on EU compliance&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Open-source, MIT licensed.&lt;/p&gt;

</description>
      <category>mcp</category>
      <category>climate</category>
      <category>esg</category>
      <category>python</category>
    </item>
    <item>
      <title>CropProphEU: An open-source MCP server for EU crop intelligence</title>
      <dc:creator>DasClown</dc:creator>
      <pubDate>Wed, 13 May 2026 20:57:44 +0000</pubDate>
      <link>https://dev.to/dasclown/croppropheu-an-open-source-mcp-server-for-eu-crop-intelligence-316o</link>
      <guid>https://dev.to/dasclown/croppropheu-an-open-source-mcp-server-for-eu-crop-intelligence-316o</guid>
      <description>&lt;h2&gt;
  
  
  CropProphEU — EU Crop Intelligence MCP Server
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/DasClown/CropProphEU" rel="noopener noreferrer"&gt;https://github.com/DasClown/CropProphEU&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;An MCP server providing comprehensive crop intelligence for EU agriculture. Designed for AI agents that need real-time agricultural data.&lt;/p&gt;

&lt;h3&gt;
  
  
  What it does
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Yield forecasts&lt;/strong&gt; — Predicts crop yields based on soil data, climate models, and historical patterns&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Market values&lt;/strong&gt; — Current market prices and trends for EU agricultural commodities&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Risk analysis&lt;/strong&gt; — Assesses climate risks, pest pressures, and supply chain vulnerabilities&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  How to use
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="c1"&gt;# Add to your MCP config
&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;mcpServers&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;crop-mcp&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;command&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;uvx&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;args&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;crop-proph-eu&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Then ask your AI agent: &lt;em&gt;"What's the wheat yield forecast for northern France?"&lt;/em&gt;&lt;/p&gt;

&lt;h3&gt;
  
  
  Use cases
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Insurance companies assessing crop risk&lt;/li&gt;
&lt;li&gt;Agricultural traders monitoring EU markets&lt;/li&gt;
&lt;li&gt;Farmers planning seasonal strategies&lt;/li&gt;
&lt;li&gt;Policy analysts tracking food security&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Open-source, MIT licensed, and available via Smithery and Glama.&lt;/p&gt;

</description>
      <category>mcp</category>
      <category>agriculture</category>
      <category>python</category>
      <category>data</category>
    </item>
    <item>
      <title>5 open-source MCP servers I built for EU agriculture, pharma, climate &amp; law</title>
      <dc:creator>DasClown</dc:creator>
      <pubDate>Wed, 13 May 2026 20:47:52 +0000</pubDate>
      <link>https://dev.to/dasclown/5-open-source-mcp-servers-i-built-for-eu-agriculture-pharma-climate-law-77k</link>
      <guid>https://dev.to/dasclown/5-open-source-mcp-servers-i-built-for-eu-agriculture-pharma-climate-law-77k</guid>
      <description>&lt;p&gt;I have been building Model Context Protocol (MCP) servers for EU domains. Here is the full collection.&lt;/p&gt;

&lt;h2&gt;
  
  
  1. CropProphEU — EU Crop Intelligence
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/DasClown/CropProphEU" rel="noopener noreferrer"&gt;https://github.com/DasClown/CropProphEU&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;An MCP server for crop yield forecasts, market values, and risk analysis across EU agriculture. Integrates soil data, climate models, and market prices.&lt;/p&gt;

&lt;h2&gt;
  
  
  2. drug-pipeline-mcp — Pharmaceutical R&amp;amp;D Pipeline
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/DasClown/drug-pipeline-mcp" rel="noopener noreferrer"&gt;https://github.com/DasClown/drug-pipeline-mcp&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Pharmaceutical R&amp;amp;D Pipeline Intelligence MCP Server. Covers clinical trials, FDA/EMA approvals, safety data (FAERS), drug interactions, patent expiry, and publications.&lt;/p&gt;

&lt;h2&gt;
  
  
  3. climate-csrd-mcp — CSRD Climate Compliance
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/DasClown/climate-csrd-mcp" rel="noopener noreferrer"&gt;https://github.com/DasClown/climate-csrd-mcp&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;MCP server for EU CSRD (Corporate Sustainability Reporting Directive) compliance — climate data, ESG metrics, and regulatory reporting.&lt;/p&gt;

&lt;h2&gt;
  
  
  4. eu-regulation-mcp — EU Regulation Tracker
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/DasClown/eu-regulation-mcp" rel="noopener noreferrer"&gt;https://github.com/DasClown/eu-regulation-mcp&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;EU Regulation Intelligence MCP Server. Monitors EUR-Lex, EU Parliament, Commission, ECJ, and national gazettes.&lt;/p&gt;

&lt;h2&gt;
  
  
  5. awesome-mcp-servers — Curated List
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/DasClown/awesome-mcp-servers" rel="noopener noreferrer"&gt;https://github.com/DasClown/awesome-mcp-servers&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;A curated collection of MCP servers spanning agriculture, pharma, climate, regulation, and dev tools.&lt;/p&gt;




&lt;p&gt;All servers work as standalone MCP processes or via Smithery/Glama.&lt;/p&gt;

</description>
      <category>mcp</category>
      <category>opensource</category>
      <category>python</category>
      <category>ai</category>
    </item>
    <item>
      <title>I audited 10 Pre-Mortem tools — then built one that actually works</title>
      <dc:creator>DasClown</dc:creator>
      <pubDate>Wed, 13 May 2026 20:31:11 +0000</pubDate>
      <link>https://dev.to/dasclown/i-audited-10-pre-mortem-tools-then-built-one-that-actually-works-420i</link>
      <guid>https://dev.to/dasclown/i-audited-10-pre-mortem-tools-then-built-one-that-actually-works-420i</guid>
      <description>&lt;h2&gt;
  
  
  The 5-minute exercise that saved me 6 months
&lt;/h2&gt;

&lt;p&gt;Last week I had a business idea. D2C flower dropshipping. 20 tulips, fast shipping, great margins on paper. I was ready to build.&lt;/p&gt;

&lt;p&gt;A friend said: "Premortem it first."&lt;/p&gt;

&lt;p&gt;I spent 5 minutes imagining it already failed 6 months from now. The results:&lt;/p&gt;

&lt;p&gt;❌ Cold chain logistics kills the margin&lt;br&gt;&lt;br&gt;
❌ VAT + EORI across EU countries eats the rest&lt;br&gt;&lt;br&gt;
❌ Return rate on perishables is uninsurable&lt;br&gt;&lt;br&gt;
❌ Even established players can't make online flowers work&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Verdict: Don't build.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;5 minutes vs 6 months of learned lessons. That's the value of a Pre-Mortem.&lt;/p&gt;


&lt;h2&gt;
  
  
  What's a Pre-Mortem?
&lt;/h2&gt;

&lt;p&gt;Instead of asking "will this work?" → imagine it already failed and explain &lt;em&gt;why&lt;/em&gt;.&lt;/p&gt;

&lt;p&gt;Gary Klein published it in Harvard Business Review (2007). Daniel Kahneman called it &lt;em&gt;"my single most valuable decision technique."&lt;/em&gt; The magic is in &lt;em&gt;prospective hindsight&lt;/em&gt; — when you tell someone "this already failed, explain why," their brain generates 30% more specific failure reasons than when you ask "what could go wrong."&lt;/p&gt;

&lt;p&gt;For AI-assisted decisions, this matters even more. LLMs default to agreeable, optimistic responses. Ask "is this a good plan?" and it finds reasons to say yes. A Pre-Mortem flips the frame.&lt;/p&gt;


&lt;h2&gt;
  
  
  The Audit: I checked 10 repos. Best was 2/4.
&lt;/h2&gt;

&lt;p&gt;I wanted an AI Pre-Mortem skill that actually worked. So I audited every repo I could find on GitHub, HuggingFace, GitLab, and npm.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The 4 essential features:&lt;/strong&gt;&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;#&lt;/th&gt;
&lt;th&gt;Feature&lt;/th&gt;
&lt;th&gt;Why it matters&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;1&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;Base Rates&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Real failure statistics, not just "think about base rates"&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;Bias Circuit-Breaker&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Systematic checks for Sycophancy, Optimism, Availability, Anchoring&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;L/I Scoring&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Quantitative Likelihood × Impact (1-5), not qualitative hand-waving&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;Commitment&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;A concrete action with a date, not "consider X"&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;
&lt;h3&gt;
  
  
  Results
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Repo&lt;/th&gt;
&lt;th&gt;Base Rates&lt;/th&gt;
&lt;th&gt;Bias CB&lt;/th&gt;
&lt;th&gt;L/I Score&lt;/th&gt;
&lt;th&gt;Commitment&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Hi1talib1World/Premortem ⭐51&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;AndyShaman/premortem ⭐16&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;⚠️&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;MADEVAL/Pre-Mortem-Skill ⭐2&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;MrBinnacle/azimuth ⭐5&lt;/td&gt;
&lt;td&gt;✅&lt;/td&gt;
&lt;td&gt;⚠️&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;b1rdmania/claude-premortem-skill ⭐1&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;premortem-skill (this one)&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;✅&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;✅&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;✅&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;✅&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;None had more than 2/4. The field was wide open.&lt;/p&gt;


&lt;h2&gt;
  
  
  What I built: &lt;code&gt;premortem-skill&lt;/code&gt;
&lt;/h2&gt;

&lt;p&gt;GitHub: &lt;a href="https://github.com/DasClown/premortem-skill" rel="noopener noreferrer"&gt;DasClown/premortem-skill&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;A Claude Code skill with two modes:&lt;/p&gt;
&lt;h3&gt;
  
  
  Quick Mode (&lt;code&gt;!pm&lt;/code&gt;) — 30 seconds
&lt;/h3&gt;


&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;!pm
→ 3 questions + quick L/I calibration
→ Output: ~10 lines
→ For day-to-day decisions during coding
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;h3&gt;
  
  
  Full Mode (&lt;code&gt;!pm full&lt;/code&gt;) — 2 minutes
&lt;/h3&gt;


&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;!pm full
→ All 4 features
→ Risk Matrix with L×I scores
→ Bias Circuit-Breaker report
→ Concrete commitment (action + date)
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;h3&gt;
  
  
  How the 4 features work together
&lt;/h3&gt;
&lt;h4&gt;
  
  
  1. Base Rates 🎲
&lt;/h4&gt;

&lt;p&gt;Real statistics, not generic advice. When you say "this refactor takes 2 weeks," the skill checks:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Decision Class&lt;/th&gt;
&lt;th&gt;Failure Rate&lt;/th&gt;
&lt;th&gt;Source&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Software timeline overshoot&lt;/td&gt;
&lt;td&gt;70%&lt;/td&gt;
&lt;td&gt;Standish CHAOS&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Refactoring exceeds 50%+ estimate&lt;/td&gt;
&lt;td&gt;64%&lt;/td&gt;
&lt;td&gt;IEEE&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Product launch failure&lt;/td&gt;
&lt;td&gt;70-95%&lt;/td&gt;
&lt;td&gt;Nielsen&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Feature without user research&lt;/td&gt;
&lt;td&gt;64% fail&lt;/td&gt;
&lt;td&gt;Pragmatic Institute&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;The 2-week estimate gets recalibrated to 3-4 weeks. That's not pessimism — that's reality.&lt;/p&gt;
&lt;h4&gt;
  
  
  2. Bias Circuit-Breaker 🛑
&lt;/h4&gt;

&lt;p&gt;After generating failure modes, 4 systematic checks run automatically:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Bias&lt;/th&gt;
&lt;th&gt;Question&lt;/th&gt;
&lt;th&gt;Correction&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Sycophancy&lt;/td&gt;
&lt;td&gt;"Would I say this to a stranger?"&lt;/td&gt;
&lt;td&gt;Remove politeness filter&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Optimism&lt;/td&gt;
&lt;td&gt;"Inside vs. outside view?"&lt;/td&gt;
&lt;td&gt;Base rate recalibration&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Availability&lt;/td&gt;
&lt;td&gt;"Is this from my last project?"&lt;/td&gt;
&lt;td&gt;Demand evidence&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Anchoring&lt;/td&gt;
&lt;td&gt;"Where does this number come from?"&lt;/td&gt;
&lt;td&gt;Independent re-estimate&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;
&lt;h4&gt;
  
  
  3. L/I Scoring 📊
&lt;/h4&gt;

&lt;p&gt;Every failure mode gets a Likelihood × Impact score:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Score&lt;/th&gt;
&lt;th&gt;Zone&lt;/th&gt;
&lt;th&gt;Action&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;1-4&lt;/td&gt;
&lt;td&gt;🟢 Green&lt;/td&gt;
&lt;td&gt;Accept&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;5-8&lt;/td&gt;
&lt;td&gt;🟡 Yellow&lt;/td&gt;
&lt;td&gt;Monitor&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;9-12&lt;/td&gt;
&lt;td&gt;🟠 Orange&lt;/td&gt;
&lt;td&gt;Needs mitigation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;15-25&lt;/td&gt;
&lt;td&gt;🔴 Red&lt;/td&gt;
&lt;td&gt;STOP. Rethink the plan.&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;
&lt;h4&gt;
  
  
  4. Commitment 🎯
&lt;/h4&gt;

&lt;p&gt;No "consider X" allowed. Every full Pre-Mortem ends with one concrete action by a date.&lt;/p&gt;

&lt;p&gt;✅ "Write integration tests for payment flow by Thursday 18:00"&lt;br&gt;&lt;br&gt;
❌ "Consider testing more"&lt;/p&gt;


&lt;h2&gt;
  
  
  Real example
&lt;/h2&gt;

&lt;p&gt;When I Pre-Mortemed a planned auth module refactor:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;🔪 PREMORTEM
Plan: Refactoring auth from JWT to session tokens

1. Most Likely → Timeline undercounted
   Base Rate: 64% of refactors exceed 50%+
   L=4 I=4 → 16 🔴

2. Worst-Case → Session invalidation breaks active users
   L=2 I=5 → 10 🟠

3. Bias Check → Optimism detected (inside: 2w, outside: 3-4w)

4. Commitment → Write migration script + dry-run on staging first
   → By: Thursday
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The base rate forced me to double my estimate. The commitment made me write the migration script before touching anything. The whole thing took 2 minutes.&lt;/p&gt;




&lt;h2&gt;
  
  
  How to use it
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install (30 seconds)&lt;/span&gt;
git clone https://github.com/DasClown/premortem-skill.git ~/.claude/skills/premortem

&lt;span class="c"&gt;# Use in Claude Code&lt;/span&gt;
&lt;span class="o"&gt;!&lt;/span&gt;pm              &lt;span class="c"&gt;# Quick: 30 seconds&lt;/span&gt;
&lt;span class="o"&gt;!&lt;/span&gt;pm full         &lt;span class="c"&gt;# Full: 2 minutes, all 4 features&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;h2&gt;
  
  
  Why this matters
&lt;/h2&gt;

&lt;p&gt;Every developer knows the feeling: &lt;em&gt;"I should have seen that coming."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Pre-Mortems are the antidote. Not because you're pessimistic — because you're honest before reality forces honesty on you.&lt;/p&gt;

&lt;p&gt;30 seconds now saves hours later.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;GitHub:&lt;/strong&gt; &lt;a href="https://github.com/DasClown/premortem-skill" rel="noopener noreferrer"&gt;DasClown/premortem-skill&lt;/a&gt;&lt;br&gt;&lt;br&gt;
&lt;strong&gt;Full audit data:&lt;/strong&gt; &lt;a href="https://github.com/DasClown/premortem-skill/blob/main/AUDIT.md" rel="noopener noreferrer"&gt;AUDIT.md&lt;/a&gt;&lt;br&gt;&lt;br&gt;
&lt;strong&gt;Base rates reference:&lt;/strong&gt; &lt;a href="https://github.com/DasClown/premortem-skill/blob/main/references/base-rates.md" rel="noopener noreferrer"&gt;references/base-rates.md&lt;/a&gt;&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Built with Kahneman's prospective hindsight, Klein's HBR method, and Tetlock's superforecasting principles.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>productivity</category>
      <category>ai</category>
      <category>claude</category>
      <category>programming</category>
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