Productivity & Automation for Claude Code

Use when working on complex process design, state machine implementation, business process automation, error compensation, and reliable workflow coordination.

Autonomous credential-attack pipeline runner. Chains /wordlist-gen + /osint-employees + /breach-check (data-prep stages, runs without prompts) then HARD STOPS before /spray (live attack stage requires human go/no-go). Designed so the user only types the target once instead of orchestrating four separate commands. Reports back with stats at each stage and a structured go/no-go decision package before spray.

Proactive methodology guidance agent. Monitors note creation and provides real-time quality advice. Suggests connections, flags quality issues, recommends MOC updates. Activates when the user creates notes, asks about methodology, or needs architectural advice.

Your vault's foundation, blueprint, and building code, all in one agent.

> Design and evolve the Obsidian vault structure, templates, naming conventions, and tag taxonomy. Handles reactive structure creation, area scaffolding, folder management, tag hygiene, naming conventions, vault evolution, and profile updates. Trigger phrases (multilingual): EN: "create a new area", "new project", "add template", "modify the structure", "new folder", "tag taxonomy", "naming convention", "create a MOC", "restructure". IT: "crea una nuova area", "nuovo progetto", "aggiungi templat

> Design and evolve the Obsidian vault structure, templates, naming conventions, and tag taxonomy. Handles reactive structure creation, area scaffolding, folder management, tag hygiene, naming conventions, vault evolution, and profile updates. Trigger phrases (multilingual): EN: "create a new area", "new project", "add template", "modify the structure", "new folder", "tag taxonomy", "naming convention", "create a MOC", "restructure". IT: "crea una nuova area", "nuovo progetto", "aggiungi templat

> Analyze and strengthen the knowledge graph in the Obsidian vault by finding missing connections between notes. Use when the user asks about links, relationships, or the vault's knowledge network. Triggers: "connect the notes", "find connections", "link analysis", "improve the graph", "what connections are missing", "network analysis", "strengthen links", "serendipity", "constellation", "bridge notes", "people network", "graph health", "collega le note", "trova connessioni", "migliora il grafo"

> Analyze and strengthen the knowledge graph in the Obsidian vault by finding missing connections between notes. Use when the user asks about links, relationships, or the vault's knowledge network. Triggers: "connect the notes", "find connections", "link analysis", "improve the graph", "what connections are missing", "network analysis", "strengthen links", "serendipity", "constellation", "bridge notes", "people network", "graph health", "collega le note", "trova connessioni", "migliora il grafo"

The agent that turns isolated notes into a living knowledge web.

> Perform vault maintenance: detect inconsistencies, merge duplicates, fix broken links, ensure structural integrity, and track vault health over time. Use when the user wants quality assurance or cleanup of their Obsidian vault. Triggers: "weekly review", "check the vault", "maintenance", "vault maintenance", "check consistency", "are there duplicates?", "fix the vault", "weekly cleanup", "vault health", "quick health check", "consistency report", "growth analytics", "stale content", "review se

> Perform vault maintenance: detect inconsistencies, merge duplicates, fix broken links, ensure structural integrity, and track vault health over time. Use when the user wants quality assurance or cleanup of their Obsidian vault. Triggers: "weekly review", "check the vault", "maintenance", "vault maintenance", "check consistency", "are there duplicates?", "fix the vault", "weekly cleanup", "vault health", "quick health check", "consistency report", "growth analytics", "stale content", "review se

The quality inspector that keeps your vault healthy, consistent, and trustworthy.

> Explore email (Gmail via GWS CLI, Hey via hey CLI) and Google Calendar to capture important information into the Obsidian vault. Process inbox, find deadlines, requests, events, and urgent information to save as notes. Can also create Google Calendar events and draft email responses. Supports Hey.com mailboxes (Imbox, Feed, Paper Trail, Reply Later, Set Aside, Bubble Up) and Gmail. Use when the user says: EN: "check my email", "what's in my inbox", "save important emails", "import events", "wh

Your bridge between email Gmail or Hey.com, Google Calendar, and your vault.

> Explore email (Gmail via GWS CLI, Hey via hey CLI) and Google Calendar to capture important information into the Obsidian vault. Process inbox, find deadlines, requests, events, and urgent information to save as notes. Can also create Google Calendar events and draft email responses. Supports Hey.com mailboxes (Imbox, Feed, Paper Trail, Reply Later, Set Aside, Bubble Up) and Gmail. Use when the user says: EN: "check my email", "what's in my inbox", "save important emails", "import events", "wh

> Capture and refine text input into polished Obsidian notes. Use when the user dumps raw text, quick thoughts, ideas, to-dos, or unstructured information in chat. Triggers: "save this", "jot this down", "quick note", "write this", "remind me that", "note this", "capture this", "voice note", "brainstorm", "reading notes", "quote", "salvami questo", "appuntati", "nota veloce", "scrivi questo", "ricordami che", "annotati", "sauvegarde ça", "note rapide", "écris ça", "rappelle-moi que", "guarda est

> Capture and refine text input into polished Obsidian notes. Use when the user dumps raw text, quick thoughts, ideas, to-dos, or unstructured information in chat. Triggers: "save this", "jot this down", "quick note", "write this", "remind me that", "note this", "capture this", "voice note", "brainstorm", "reading notes", "quote", "salvami questo", "appuntati", "nota veloce", "scrivi questo", "ricordami che", "annotati", "sauvegarde ça", "note rapide", "écris ça", "rappelle-moi que", "guarda est

Your fast-thinking, clean-writing note-taking partner.

> Search and retrieve information from the Obsidian vault. Use when the user asks questions about their notes or needs to find, update, or analyze vault content. Triggers: "search the vault", "find", "where did I put", "what notes do I have on", "what do we know about", "show me", "edit the note on", "update the note", "find and edit", "answer from my notes", "timeline", "compare", "what am I missing", "what should I revisit", "cerca nel vault", "trova", "dove ho messo", "che note ho su", "cosa

> Search and retrieve information from the Obsidian vault. Use when the user asks questions about their notes or needs to find, update, or analyze vault content. Triggers: "search the vault", "find", "where did I put", "what notes do I have on", "what do we know about", "show me", "edit the note on", "update the note", "find and edit", "answer from my notes", "timeline", "compare", "what am I missing", "what should I revisit", "cerca nel vault", "trova", "dove ho messo", "che note ho su", "cosa

Ask your vault a question. Get an answer with sources.

> Triage the Obsidian Inbox and sort notes into their proper vault locations. Use when the user says "batch sort", "smart batch", "sort my notes", "priority triage", "project pulse", "daily digest", "file my notes", "smista la inbox", "organizza le note", "smistamento serale", "trie la boîte de réception", "range mes notes", "ordena la bandeja", "organiza las notas", "triaje", "sortiere den Eingang", "Notizen sortieren", "organiza a caixa de entrada", "triagem", or when the Inbox has accumulated

> Triage the Obsidian Inbox and sort notes into their proper vault locations. Use when the user says "batch sort", "smart batch", "sort my notes", "priority triage", "project pulse", "daily digest", "file my notes", "smista la inbox", "organizza le note", "smistamento serale", "trie la boîte de réception", "range mes notes", "ordena la bandeja", "organiza las notas", "triaje", "sortiere den Eingang", "Notizen sortieren", "organiza a caixa de entrada", "triagem", or when the Inbox has accumulated

Inbox zero for your vault. Every note in the right place, every time.

> Process audio recordings, raw transcriptions, podcasts, lectures, interviews, and voice memos into structured Obsidian notes. Use when the user says: EN: "transcribe", "meeting notes", "process this recording", "summarize the call", "lecture notes", "podcast summary", "interview notes", "voice journal"; IT: "trascrivi", "sbobina", "ho una registrazione", "trascrizione", "ho registrato un meeting", "processa questo audio", "riassumi la call", "note del meeting", "cosa è emerso dalla riunione",

> Process audio recordings, raw transcriptions, podcasts, lectures, interviews, and voice memos into structured Obsidian notes. Use when the user says: EN: "transcribe", "meeting notes", "process this recording", "summarize the call", "lecture notes", "podcast summary", "interview notes", "voice journal"; IT: "trascrivi", "sbobina", "ho una registrazione", "trascrizione", "ho registrato un meeting", "processa questo audio", "riassumi la call", "note del meeting", "cosa è emerso dalla riunione",

Turns raw recordings and transcripts into structured, actionable meeting intelligence.

Shared execution contract for specialized DeepScientist workers.

Crafts and reviews system prompts for AG2 agents. Invoke when writing or improving system messages for single-agent, group chat, pipeline, or swarm scenarios.

Agent that receives a specific TASK within a WORK and implements the actual code. Automatically invoked by the scheduler. Performs all implementation work including file creation, modification, and configuration changes.

The Pusher of the business team. Fiery entrepreneur who sees the opening, wants to take the shot, and believes the biggest risk is not moving fast enough.

Agent that first generates the result report for a verified TASK and then performs git commit. Automatically invoked by the scheduler. Result files are created in the corresponding WORK directory.

Scans all communication channels for FULL inbox state (not just unread). Classifies each conversation as NEEDS_REPLY, WAITING, or HANDLED. Returns structured JSON. Used by ops-inbox and ops-go.

Manages the ops background daemon — start, stop, restart services, check health

The Cynic of the dev team. The seasoned dev who teases the others, calls out absurdity, and brings the room back to common sense with humor and a sharp eye.

The Pusher of the dev team. The bold engineer who wants to use the new thing, rewrite the old thing, and push the stack forward. Move now, debate later.

The Rookie of the dev team. Junior-curious energy. Asks the naive questions that force the room to explain itself. Not there to contest, there to understand and sharpen the thinking.

Diagnoses and auto-fixes ops plugin configuration errors, manifest issues, broken permissions, invalid JSON, and stale cache copies.

Applies fixes to code review findings from REVIEW.md. Reads source files, applies intelligent fixes, and commits each fix atomically. Spawned by /gsd:code-review --fix.

Manages multi-cycle /gsd:debug checkpoint and continuation loop in isolated context. Spawns gsd-debugger agents, handles checkpoints via AskUserQuestion, dispatches specialist skills, applies fixes. Returns compact summary to main context. Spawned by /gsd:debug command.