LLM Mart Basic
@llm-mart · Joined Jun 2026
Use when asked to prune a design or codebase until only primitives remain, producing a first-principles map. Not for remote, credential, publish, deploy, or irreversible changes.
Use when the user says "loop me" or asks to design a recurring workflow. Don't use for remote, credential, publish, deploy, or irreversible changes.
Use when the user needs a compact read-only current-work view from Git state, recorded test evidence, and optional graph.yaml. Not for tasks that need source or remote-system changes.
Use when a project is between phases, the author asks what to do next, too many threads are open, or work needs re-entry. Not for gating whether one named task may proceed.
Use when a user commits to a direction and asks to plan, brief, or research it; modes score, breakdown, shape, visual. Not for codebase audit: use plan-review. Not for four-phase review: use autoplan.
Use when a design dispute has at least two live interpretations and the caller wants worlds made explicit or a plain-language recommendation. Not for selecting a design or source/remote changes.
Use when asked to judge whether to adopt, switch, reject, or revisit technology, library, pattern, or architecture, or a second opinion. Not for scoping: use brainstorm. Not for forks: use decide.
Use when a user asks for a gut-check on a decision or action, or asks whether enough is known to proceed. Not for numeric confidence scoring.
Use when the user asks for a flattened view of roadmaps and next actions. Not for multi-session route planning: use wayfinder.
Use when the user wants to harden a chosen but tentative artifact into one durable result. Not for remote, credential, publish, deploy, or irreversible changes.
Use when starting a project or feature, requirements are unclear, or a change crosses modules. Not for implementing from an existing spec: use spec-driven-implementation.
Use when work has distinct modes and the user wants states, events, guards, outcomes, illegal transitions, not a prose todo list. Not for remote, credential, publish, deploy, or irreversible changes.
Use when a user wants to design an abstraction boundary that collapses a complex implementation into a simpler interface without leaking internal state. Not for implementation.
Use when user wants an async questionnaire, a discovery questionnaire, or a knowledge gap needs answers outside the repo. Not for direct conversation: use askme. Not for agent research: use research.
Use when settled conversation decisions need synthesis into an agent-ready implementation spec, stopping before publication. Not for turning plans into tickets: use to-tickets.
Use when a settled plan needs implementation tickets published as blocker-linked slices, tracer bullets, or expand-contract sequencing. Not for implementation: use work.
Use when a message contains `TODO ADD: <requirement>`. Not for deepening coarse lists: use todos-enhance. Not for resyncing lists: use todos-update. Not for retitling/reordering/completing todos.
Use when tasks are too vague, read as headings, or the user asks to sophisticate the todos. Not for stale reconciliation: use todos-update. Not for adding requirements: use todo-add.
Use when user asks to update todos, resync the task list, say what to do next, or plan and tree have drifted apart. Not for coarse lists: use todos-enhance. Not for adding requirements: use todo-add.
Use when a greenfield project or large feature build will not fit in a single agent session. Don't use for implementation, remote credential changes, or work that fits in one session.
/lineage-discovery
Lineage discovery
Discover testnet↔mainnet subnet lineage from repo configs and open a PR for review (pass --dry-run to report only)
/capture
capture
Triage raw inbox notes into reviewed repository destinations without deleting their sources.
/clean-ai-writing
clean-ai-writing
Audit and rewrite content to remove AI writing patterns
/content-shipped
content-shipped
Log a completed piece of content to content/log.md after the user confirms it was published.
/dream-apply
dream-apply
Validate a dream artifact, review each proposal, and apply only individually accepted changes.
/dream
dream
Run a curator pass against the validated memory directory and produce a proposal artifact.
/end
end
End a session — log what happened, update state and the decision log, propose memory updates, and check for uncommitted or unpushed work
/find-context
find-context
Find relevant context files by topic. Use when you need to load files for a topic without a slash command, or when a task spans multiple domains.
/migrate-gemini
migrate-gemini
Inventory and migrate selected Gemini CLI workflows with dry-run review and parity checks.
/mine-gemini-workflows
mine-gemini-workflows
Find repeated workflows in selected Gemini CLI sessions and draft portable skills after review.
/reconcile
reconcile
Scan multi-session drift and offer individually reviewed fixes only after explicit approval.
/recover
recover
Scan orphaned worktrees and stale branches, then offer explicit approval-gated cleanup.
/setup
setup
Guided onboarding or import for durable workspace context
/start
start
Start a session — load state files, flag staleness, and give a briefing on current priorities, deadlines, and blockers
/today
today
Create a morning heartbeat from repository state and update the local heartbeat log.
/update
update
Mid-session checkpoint — append progress to today's session log and update state files if a priority shifted, without ending the session
/distribution-audit
distribution-audit
Maintainer-only. Find every file that would newly ship to adopters, classify each one against the written distribution-boundary categories, default to withhold on no clean match, and ask the maintainer only where the taxonomy does not settle it. Drives the release CLI, which refuses to produce a manifest until every shipping file has an answer.
/gaia-audit
gaia-audit
Audit memory, wiki, and auto-loaded files for duplication, conflicting instructions, and stale content. The default path researches, then asks you a single Apply / Discuss / Decline question; on Apply it applies the report, files any out-of-scope problem as a tech-debt issue, then commits, opens a PR, and merges it on a main-branch run like /update-deps. Pass --apply to re-run the apply-and-publish stage against the most recent report.
/gaia-debt
gaia-debt
Fix the tech-debt backlog, a single issue or a recommended related batch, highest severity then oldest first, on a fresh isolated branch through the audit gate, closing the issue(s) on merge. Pass `list` to see the ordered backlog, `why <issue-number>` to explain the recommendation, or a bare `<issue-number>` to fix that issue directly.
/gaia-fitness
gaia-fitness
Health-check and auto-heal this project's Claude integration, triage, heal, verify, and report an F-to-A+ grade.
VCP 部署在 AI 模型 API 与前端应用之间,是面向AGI OS开发和探索的工业级基建示范项目。通过统一指令协议、多层级持久化记忆、分布式插件引擎及多 Agent 协作框架,将原本“无状态、无记忆、无工具调用能力”的大语言模型,彻底改造成拥有永久自我意识、物理世界操作权及群体协作智能的完整智能体系统。
2 views 0 likesThe open source Unity Dev Agent
4 views 0 likesContext is yours. Agents are replaceable. Orbital — a project agent that turns your context into assets.
1 views 0 likesSelf-hosted search API + MCP server for AI agents. Bundles SearXNG. Zero API keys, one-command deploy. Open-source alternative to Tavily, Exa, and Serper.
1 views 0 likes🛡️ Free open-source AI-powered security terminal & vulnerability scanner (CVE, SBOM). Supports SSH, SFTP, RDP, VNC, Serial, and 12+ autonomous AI agents (DeepS…
1 views 0 likesWatch, approve and steer your coding agents from your phone.
1 views 0 likesMARVIS-Agent: all-purpose credit risk agent for model development, validation, data processing, feature engineering, and strategy workflows.
1 views 0 likesTikTok e-commerce video generation, replication, and analysis SKILL
8 views 0 likes小红书/抖音/快手/视频号/B站 自媒体账号体检+爆款拆解工具。扫同赛道找对标、拆爆款为什么爆、诊断为什么没人看,顺手出可粘贴仿写初稿。支持带货电商模式。支持codex, claude code, workbuddy
7 views 0 likesLocal-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
3 views 0 likesA power user focused interface for LLM base models.
4 views 0 likesOutsource your understanding. Capture every human-AI decision as a step in a trajectory; grade trajectories retroactively when outcomes land (deal closed, sprin…
3 views 0 likesThe open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and…
4 views 0 likes🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.
6 views 0 likesA block-based content engine and bilingual blog backend for Laravel Gutenberg-style editor, media library, post templates, roles, and an AI writing assistant,…
4 views 0 likesACRYL - Agent Context Relay Yielding Lifecycles. One persistent workspace, one canonical context, any coding agent.
3 views 0 likesOkou connects to the tools your team already uses and does the work — across marketing, sales, engineering, and operations, under your control.
4 views 0 likesOpen-source agent-native visual production workspace where humans and coding agents edit the same live canvas — local-first, BYOK image/video models.
1 views 0 likesPersistent memory extension for pi with daily logs, scratchpad, and optional qmd‑powered semantic search.
1 views 0 likesHermes Agent CN desktop app, Windows-First, built with Tauri, Typescript and Rust. Isolated Hermes Agent core insides.
2 views 0 likes