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TheWatcher01

@thewatcher01 source repo

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• 1 week ago last updated

1. ▌
   Agentic Workspace · thewatcher01 bundle

   Set up and maintain SOTA agentic architectures in VS Code workspaces with multiple projects. Use when: setting up agents, agentic architecture, multi-project workspace, agent hierarchy, context engineering, prompt engineering, skills ecosystem, AGENTS.md, copilot instructions, agent handoffs, orchestrator pattern, progressive disclosure, workspace agent structure. Teaches agent taxonomy design, skill ecosystems, instruction layering, handoff graphs following anthropics/skills, OpenAI Agents SDK, and GitHub Copilot custom agent standards (VS Code 1.106+).
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   Audit Flash Cyber · thewatcher01 bundle

   Audit passif OSINT de sécurité sur un domaine. Vérifie DNS (SPF/DKIM/DMARC), headers HTTP (HSTS, CSP, X-Frame-Options), certificat SSL. Utiliser quand l'utilisateur demande d'auditer la sécurité d'un site ou domaine.
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   Code Review Agent · thewatcher01

   Systematic AI-powered code review. USE when: reviewing PRs, auditing code quality, checking for security vulnerabilities, validating architecture, analyzing Rust/Python/JS/TS code, reviewing config files, or when the user says "review this code", "check this PR", "find bugs", "is this code safe". Covers: security (OWASP), performance, maintainability, correctness. Optimized for fast review with Haiku 4.5.
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   Competitive Intel · thewatcher01

   Veille concurrentielle : trouve les entreprises similaires dans le même secteur et la même région, analyse leurs signaux (recrutement, BODACC, taille). Utiliser quand l'utilisateur demande d'identifier des concurrents ou de cartographier un marché local.
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5. ▌
   Free LLM Rotation · thewatcher01

   Configure and use free LLM providers with intelligent rotation and fallback. USE when: setting up ZeroClaw with free tiers, hitting rate limits, switching providers dynamically, comparing free model quality, configuring Ollama local fallback, or when the user says "use a free model", "I hit the rate limit", "switch to a cheaper model", "configure Ollama". Covers OpenRouter (26+ free), Groq (free tier), Ollama (local), Cerebras.
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6. ▌
   Project Bootstrap · thewatcher01

   Factory logicielle : interrogatoire interactif → architecture → scaffolding TWB complet. 0 token de generation, 100% blocks prefabriques.
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   Subvention Scorer · thewatcher01

   Matcher subventions éligibles par prestation et scorer pertinence pour une association cible. Utiliser pour financement, aides, subventions.
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8. ▌
   Workflows Creator · thewatcher01 bundle

   Expert guide for creating state-of-the-art chainskills workflows following MCP and agent skills standards. Use when designing multi-step agent workflows, converting processes to .workflow.md format, or building production-grade automation pipelines.
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9. ▌
   Context Engineering · thewatcher01

   Optimize the AI context window for any task. USE when: agent has poor memory or forgets context, responses are imprecise, needing to compress long conversations, building RAG pipelines, designing multi-turn agent state, managing tool results in context, or when the user says "the AI doesn't remember" or "context too long". Implements Karpathy/Willison context engineering: right info, right time, right format, right size.
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10. ▌
    Pwa User Simulation · thewatcher01 bundle

    Simulate real user journeys through a PWA using browser automation MCPs (Playwright MCP + Chrome DevTools MCP). Combines SXO (Search eXperience Optimization), neuro-ergonomic heuristics, WCAG 2.2 AA checks, and Core Web Vitals analysis via structured accessibility snapshots and visual screenshots. Triggers on: simulate user, user journey, PWA test, SXO audit, UX walkthrough, browser automation, e2e exploration, user simulation, test the app, parcourir comme un utilisateur, tester le flow, vérifier le parcours.
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11. ▌
    Data Freshness Check · thewatcher01

    Systematic verification of data accuracy and freshness during web research. Use when gathering factual data about organizations, legal entities, statistics, regulations, or any factual claims. Ensures every fact is sourced, timestamped, and cross-referenced. Triggers on: researching organizations, verifying legal/fiscal data, compiling dossiers, auditing existing data, any task involving factual claims from web sources.
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12. ▌
    Security Audit Agent · thewatcher01

    Security audit for agentic systems, MCP servers, skills, hooks, workflows, and external tools. USE when: adding any external skill/MCP/plugin/tool, reviewing agent configs, checking hook code, auditing workflows, detecting prompt injection, validating secrets management, reviewing agent permissions. CRITICAL: "never reproduce the openclaw scandal". Covers OWASP Top 10 for AI agents + supply chain security. Trigger: "audit this skill", "is this MCP safe", "check agent security", "review this tool".
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    Prompt Engineering Sota · thewatcher01

    Apply SOTA prompt engineering techniques to any task. USE when: improving AI responses, structuring complex instructions, debugging poor outputs, choosing between CoT/ToT/ReAct, writing system prompts, or any task needing optimal LLM interaction. Covers 40+ techniques from Zero-shot to Tree-of-Thought, ReAct, Reflexion, Self-Consistency. Optimized for fast models (Haiku 4.5, Llama 3.1 8B). Trigger: "improve this prompt", "the AI gives bad answers", "write a system prompt", "use chain of thought".
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14. ▌
    Parallels Discord Roundtrip · thewatcher01

    Run the macOS Parallels smoke harness with Discord end-to-end roundtrip verification, including guest send, host verification, host reply, and guest readback.
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    Bodacc Watch · thewatcher01 bundle

    Monitor BODACC (Bulletin Officiel des Annonces Civiles et Commerciales) for business signals: company creations, modifications, insolvency proceedings, sales. Use when the user asks about recent commercial announcements for a company or a territory.
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16. ▌
    Cnil Scanner · thewatcher01 bundle

    Check if a company has declared a DPO (Data Protection Officer) to the CNIL. Use when the user asks about RGPD compliance status of a company, or to identify prospects without a DPO. Companies without a DPO are hot RGPD consulting prospects.
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17. ▌
    Data Cleaner · thewatcher01 bundle

    Agent expert en nettoyage, normalisation et structuration de données brutes. Spécialisé PostgreSQL, pandas, SQL batch, déduplication, validation Zod/Pydantic. Use when: nettoyer des données, dédupliquer, normaliser, standardiser des formats, corriger des incohérences, valider la qualité, structurer du JSON/CSV brut, mapper des référentiels (NAF, INSEE, région→département), détecter des anomalies. Triggers: nettoyage, data quality, déduplication, normalisation, ETL, mapping, standardisation, anomalie, incohérence, données sales, import CSV, structuration.
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18. ▌
    Data Science · thewatcher01 bundle

    Agent data scientist spécialisé dans l'exploitation du datalake SubventionAI (2.8M entités, 168K versements, scoring ML, embeddings bge-m3 1024d). Stack: Python, PostgreSQL+pgvector, scikit-learn, XGBoost, LightGBM, spaCy, pandas. Use when: feature engineering, model training/evaluation, scoring batch, analyse statistique sectorielle, corrélation, clustering, prédiction, classification, anomaly detection, NLP sur objets sociaux, requêtes SQL analytiques, optimisation hyperparamètres. Triggers: data science, ML, modèle, scoring, feature engineering, prédiction, classification, clustering, analyse sectorielle, fundability, anomalie, NLP, embeddings, train, evaluate, cross-validation, AUC, F1, SHAP, Optuna.
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19. ▌
    Devops Agent · thewatcher01

    DevOps, CI/CD, Docker, systemd, and infrastructure automation. USE when: writing Dockerfiles, GitHub Actions workflows, systemd services, shell scripts, deploying services, troubleshooting service failures, writing CI pipelines, managing secrets in CI, setting up monitoring. Trigger: "write a Dockerfile", "create a CI pipeline", "fix this service", "automate deployment", "create systemd unit", "setup monitoring".
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20. ▌
    Email Hunter · thewatcher01

    Recherche de contacts professionnels pour un domaine : emails, noms, postes. Utiliser pour identifier les décideurs d'une entreprise cible.
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21. ▌
    Group Mapper · thewatcher01

    Cartographie la structure d'un groupe (maison mère, filiales, établissements) via l'API Recherche Entreprises. Utiliser quand l'utilisateur demande la structure d'un groupe, les filiales d'une entreprise, ou veut identifier l'arborescence capitalistique.
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22. ▌
    Meeting Prep · thewatcher01

    Prépare un briefing complet avant un rendez-vous prospect. Orchestre TOUS les skills d'intelligence (sirene, scorer, audit-flash, nis2-radar, aides, bodacc) pour produire une fiche synthétique d'une page. Utiliser quand l'utilisateur a un RDV à préparer.
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23. ▌
    Rgpd Advisor · thewatcher01 bundle

    Base de connaissances RGPD pour conseiller les clients (PME, associations, collectivités). Répond aux questions RGPD avec références légales et guides CNIL. Utiliser quand l'utilisateur pose une question sur le RGPD, les données personnelles, le DPO, ou la conformité.
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24. ▌
    Task Manager · thewatcher01

    Gérer la file de tâches autonomes d'Albert. Ajouter, lister, prioriser, planifier des tâches. Exécution autonome via heartbeat.
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25. ▌
    Claude Memory · thewatcher01 bundle

    Create and optimize CLAUDE.md memory files or .claude/rules/ modular rules for Claude Code projects. Comprehensive guidance on file hierarchy, content structure, path-scoped rules, best practices, and anti-patterns. Use when working with CLAUDE.md files, .claude/rules directories, setting up new projects, or improving Claude Code's context awareness.
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26. ▌
    Data Contract · thewatcher01

    Genere ou valide un contrat de qualite data (Data Quality Contract) pour une source de donnees. Utiliser quand on ajoute une nouvelle source, modifie un schema, ou verifie la conformite des contrats existants.
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27. ▌
    Deep Research · thewatcher01 bundle

    Systematic deep research methodology for complex tasks requiring comprehensive web, GitHub, community, and documentation research. Use when: deep dive, comprehensive research, SOTA analysis, technology evaluation, architecture decisions, library comparison, migration planning, complex debugging, best practices audit, prior art search, unfamiliar patterns, competitive analysis, security audit research.
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28. ▌
    Dl Capitalize · thewatcher01

    Capitalise un workflow repetitif en fichier .workflow.md chainskills. Detecte les patterns, cristallise les etapes, rend executable par Haiku.
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29. ▌
    Lead Pipeline · thewatcher01

    Workflow datalake → scoring hotLeadScore → profil complet lead associatif. Utiliser quand on demande des prospects, leads, pipeline.
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30. ▌
    Monorepo Sync · thewatcher01

    Synchronize roadmaps, AGENTS.md, versions, and documentation across chainskills monorepo packages — use when updating version numbers, syncing roadmap status, or keeping documentation consistent
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31. ▌
    Scan Patterns · thewatcher01

    Scanne le codebase pour detecter du code duplique extractible en TWB blocks, scripts, ou workflows
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32. ▌
    Sirene Lookup · thewatcher01 bundle

    Search French companies and associations via the SIRENE registry. Use when the user asks to find a company by name, SIREN/SIRET number, location, or NAF code. Covers all registered entities in France.
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33. ▌
    UI Neuro Ergo · thewatcher01 bundle

    Autonomous neuro-ergonomic + a11y UI audit and iteration skill. Combines WCAG 2.2 AA standards, cognitive science principles (Fitts Law, CLT, Gestalt), and a Chrome DevTools MCP screenshot loop for production-ready delivery. Triggers on neuro ergo, a11y, accessibility audit, cognitive load, UX review, WCAG, ergonomie, accessibilite.
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34. ▌
    Agent Patterns · thewatcher01

    Design and implement autonomous AI agent architectures using SOTA patterns. USE when: building multi-agent systems, designing agent workflows, choosing between agent patterns (chaining vs routing vs parallelization), implementing orchestrator-worker pipelines, adding evaluator-optimizer loops, or when the user says "build an agent", "automate this workflow", "make agents work together", "design a multi-agent system". Based on Anthropic "Building Effective Agents" (Dec 2024).
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35. ▌
    Daily Briefing · thewatcher01

    Briefing matinal : hotLeads du jour, signaux BODACC/JOAFE, KPIs pipeline, 3 priorités. Cron 7h ou manuel.
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36. ▌
    France Travail · thewatcher01 bundle

    Search France Travail (ex-Pole Emploi) job postings to detect hiring signals. Companies recruiting for DevSecOps, RGPD, or cybersecurity roles are hot consulting prospects. Use when the user asks about job market signals or wants to find companies hiring in specific tech domains.
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37. ▌
    Lead Scorer Ml · thewatcher01 bundle

    Scoring ML hybride des prospects : LLM au démarrage, RandomForest quand assez de données. Utiliser pour évaluer la probabilité de conversion d'un prospect.
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38. ▌
    Research Agent · thewatcher01

    Systematic deep research methodology using multiple sources. USE when: researching SOTA techniques, comparing libraries/frameworks, finding best practices, verifying claims, investigating bugs via GitHub issues, technical due diligence, literature review. Trigger: "research X", "find the best way to Y", "what's the SOTA for Z", "compare A vs B", "is X still maintained". Combines web, GitHub, docs and codebase sources.
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39. ▌
    Sector Analyst · thewatcher01 bundle

    Analyse sectorielle et tendances à partir des données accumulées : croissance par NAF, signaux d'embauche, subventions, défaillances. Utiliser pour analyser un marché ou un secteur.
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40. ▌
    Similar Finder · thewatcher01 bundle

    Recherche d'entreprises similaires par embeddings vectoriels. Utiliser pour trouver des prospects qui ressemblent à un client idéal.
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41. ▌
    Content Machine · thewatcher01 bundle

    Génère du contenu marketing pour LinkedIn, blog, newsletter et études de cas. Utiliser quand l'utilisateur demande de rédiger du contenu, un post LinkedIn, un article de blog, ou une newsletter.
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42. ▌
    Invoice Tracker · thewatcher01

    Suivi simple des factures et dépenses via un fichier JSON dans le workspace. Ajouter, lister, marquer payé, résumé mensuel. Utiliser quand l'utilisateur parle de factures, paiements, suivi financier, ou chiffre d'affaires.
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43. ▌
    Marches Publics · thewatcher01 bundle

    Search public procurement contracts (BOAMP) for IT, cybersecurity, and consulting opportunities. Use when the user asks about public tenders, government contracts, or wants to find procurement opportunities in a specific sector or territory.
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44. ▌
    Outreach Writer · thewatcher01

    Rédiger messages outreach personnalisés CNIL-compliant depuis profil lead datalake. Email, LinkedIn, WhatsApp.
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45. ▌
    Proposal Writer · thewatcher01 bundle

    Génère des propositions commerciales complètes à partir de templates (audit RGPD, DevSecOps, NIS2). Utiliser quand l'utilisateur demande de rédiger une proposition, un devis, ou une offre commerciale pour un prospect.
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46. ▌
    Prospect Scorer · thewatcher01

    Orchestre sirene + cnil + france-travail + bodacc + aides pour produire un score composite de prospect qualifié. Utiliser quand l'utilisateur demande d'analyser ou scorer un prospect, un SIRET, ou une entreprise cible.
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47. ▌
    Mastra Workflows · thewatcher01 bundle

    Build DAG workflows with Mastra 1.x (@mastra/core/workflows). Use when implementing workflow orchestration with directed acyclic graphs, step chaining, parallel execution, branching, loops, error handling, suspend/resume, or streaming. Triggers on tasks involving createStep, createWorkflow, .then(), .parallel(), .branch(), .foreach(), .dountil(), .dowhile(), .map(), workflow state management, or Mastra step composition.
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48. ▌
    Subagent Creator · thewatcher01 bundle

    Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding how agents work, or using the Task tool to launch specialized agents.
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49. ▌
    Dl MCP · thewatcher01

    11 MCP tools + 3 resources du serveur datalake (search, dossier, leads, territory)
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50. ▌
    Geoint · thewatcher01 bundle

    Intelligence géospatiale : géocodage d'adresses et création de cartes interactives. Utiliser pour cartographier des prospects, visualiser un marché géographiquement.
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51. ▌
    Socmint · thewatcher01

    Renseignement sur les réseaux sociaux : vérification d'email et de username sur 2500+ plateformes. Utiliser pour identifier la présence en ligne d'une personne ou d'un contact professionnel.
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52. ▌
    Dl Crawl · thewatcher01

    20 crawlers avec TokenBucket, CircuitBreaker, cursor persistence
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53. ▌
    Research · thewatcher01

    Structured multi-source research protocol with data freshness validation — use when gathering factual data from the web, GitHub, npm, or docs to produce sourced, timestamped, cross-referenced findings
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54. ▌
    Dl Import · thewatcher01

    Commandes import et cross-ref (DVF, AccesLibre, Qualiopi, CNIL, DPE, EPCI, KALI)
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55. ▌
    Dl Status · thewatcher01

    Etat temps reel du datalake (git, API, jobs, worker) via preprocessing shell
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56. ▌
    Capitalize · thewatcher01

    Fin de session : analyse git diff, detecte patterns reutilisables, propose TWB blocks ou chainskills workflows a extraire
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57. ▌
    Data Audit · thewatcher01 bundle

    Audit complet de qualite data sur les 9 dimensions ISO 8000-8. Utiliser pour verifier la fiabilite des donnees d'un projet, d'une table, ou d'un SIREN specifique.
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58. ▌
    Nis2 Radar · thewatcher01 bundle

    Détermine si une entité est concernée par la directive NIS2 en croisant son code NAF, son effectif et son CA avec la table de périmètre NIS2. Utiliser quand l'utilisateur demande si une entreprise est soumise à NIS2.
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59. ▌
    Ralph Loop · thewatcher01 bundle

    Setup the Ralph autonomous AI coding loop - ships features while you sleep
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60. ▌
    Web Search · thewatcher01 bundle

    Recherche sur le web via SearXNG auto-hébergé. Utiliser quand l'utilisateur demande de chercher des informations, actualités, ou données sur le web.
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61. ▌
    Audit Quick · thewatcher01

    Audit rapide securite et qualite du projet courant. Utiliser avant un deploiement ou en revue.
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62. ▌
    Dl Scaffold · thewatcher01

    Templates reutilisables pour scaffold rapide (crawler, route, schema, job). Copier+adapter > generer.
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63. ▌
    End Session · thewatcher01

    Cloture propre de session : resume, capitalisation, sauvegarde CRAG + graph memory
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64. ▌
    Graph Intel · thewatcher01 bundle

    Intelligence relationnelle via graphe KùzuDB : filiales, dirigeants, contacts croisés. Utiliser pour comprendre le réseau d'une entreprise ou d'un groupe.
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65. ▌
    Osint Recon · thewatcher01 bundle

    Reconnaissance passive sur un domaine : certificats, DNS, headers HTTP, stack technique. Utiliser pour l'analyse OSINT d'un domaine cible.
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66. ▌
    Session End · thewatcher01

    Sauvegarder l'etat de la session dans toutes les bases memoire (CRAG, KV, Knowledge Graph, Memory fichiers). Invoquer en fin de session.
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67. ▌
    Twb Capture · thewatcher01

    Capturer un pattern de code recurrent et le cristalliser comme block TWB reutilisable
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68. ▌
    Aides Finder · thewatcher01 bundle

    Find eligible subsidies, grants, and calls for projects matching a given topic and territory. Use when the user asks about available funding, subventions, or financial aid for a project, especially for associations and ESS structures.
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69. ▌
    Smart · thewatcher01

    Auto-apprentissage a partir des echecs et corrections — use when diagnosing errors, fixing bugs, or learning from recurring failure patterns
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