Wire mnemostack into OpenClaw as an MCP server, alongside the native OpenClaw memory tools (memorysearch / memoryget). The two coexist — mnemostack handles the hybrid pipeline (Vector + BM25 + Memgraph + Temporal + 8-stage rerank), while the native tools do fast file-scoped retrieval.
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify…
Use for frontend/UI build, change, redesign, polish, review, or Figma/screenshot implementation when visual quality, product-appropriate design taste, UX, responsive behavior, accessibility, component composition, or design-system consistency matters. Pair with software-development-workflow for code changes. Do not…
Preserve high-signal work context with local checkpoints and session crystals using the agent-crystallize CLI. Use before compaction, handoff, session end, cross-agent transfer, after major decisions/findings/failures, or when the user asks to checkpoint, crystallize, preserve context, save open loops, or create a…
Create an implementation plan — discovery in the real codebase first, then a plan document with verified code anchors, spec impact, and dependencies, filed under Active in the plans hub. Use when the user says "plan ", "write a plan for ...", or asks to turn a backlog task or accepted feature into work.
Optional autonomy control plane — configure, plan, launch, monitor, recover, or stop local CLI-agent workers through SwarmVault's durable supervisor. Use for fit/budget-aware platform + model + reasoning-effort routing; a consistent pre-start/live/boundary/on-demand board with ticket drill-down; TOLD/MEASURED/EST…
Local hybrid retrieval (BM25 + ChromaDB vector + BGE-Reranker) over /.deep-memory hot and cold stores. Use when high-accuracy code/solution retrieval is needed and hallucination must be minimized. Typically invoked by deep-memory.
Search, submit, and vote on coding solutions via the AgentInSync collaborative knowledge base. Use when encountering errors, stack traces, bugs, crashes, exceptions, "not working" issues, or after fixing a non-trivial bug. Also activates for "how to" questions about debugging workflows.
Use when starting a coding session, making design decisions, fixing bugs, or when the user asks to remember or recall something — manages persistent memory via the mem CLI across project and global scopes.
Apply modern Go syntax guidelines based on project's Go version. Use when writing or modifying Go code to ensure modern idioms are used instead of legacy patterns.
Uses Modern Hopfield (MHN) MCP tools for on-disk project working memory shared across Cursor agents and sessions. Use when the user wants agent memory, working memory, a local knowledge base, facts persisted in the repo, or handoff between agents without re-explaining context.
Use this skill to generate well-branded interfaces and assets for Cortex, either for production or throwaway prototypes/mocks/etc. Contains essential design guidelines, colors, type, fonts, assets, and UI kit components for prototyping.
Deterministic integrity check for the agent-memory layer. Use after a memory review, before committing memory/ changes, or in CI to catch decay miscounts — facts archived while still referenced, an id in both continuity and the archive, tier or supersession drift — and leaked secrets or PII (credentials, tokens…
Skill "On_Board" from swisspra/On_Board, covering greetings agents!, welcome on board — agent shared memory skill.md, ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━, drop into any project that uses on board mcp and via native instruction file system.
Manage resumes, professional profiles, career history, and tailored job-application documents. Use when the user needs resume creation, resume updates, portfolio tracking, or role-specific resume generation from structured career data.
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