SpillwaveSolutions

Bind a Cursor agent (including Grok Bot cloud sessions) to the project-knowledge-capture ContentPack.

Build a progressive-disclosure context pack for a Feature (or any concept). Supports --tiny (1 hop / 8 nodes) for chat focus and mermaid graphs. Auto-run when starting work on a Feature.

Bind Project Knowledge Capture for LangChain Deep Agents / Deep Agents Code.

Bind a Grok Bot agent to Project Knowledge Capture. Isolation, identity, deterministic capture.

Open or close an isolated second-brain write session (worktree + PR). Use before capturing or materializing when multiple agents share one knowledge remote.

Capture Slack/Discord/chat thread paste as Meeting or Discovery. Scrubs secrets/PII. Use when user pastes a conversation.

Weekly/daily knowledge digest — recent captures, decisions, open questions, unvalidated assumptions, needs-verification queue, doctor highlights.

Multi-repo federated knowledge roots — list remotes, search across them, write shadow federation index. Remotes are read-only; link with maps_to.

Capture a table with columns, layer, schema into DEKC/OKF.

Grade reverse-engineering quality with automated rubric scores and adversarial judge protocol. Use after walks, before claiming RE complete.

Use the DEKC second brain to plan landing new stream or batch data into bronze (and beyond) with sources, jobs, contracts, and lineage.

Capture data lakes, data marts, data catalogs, domains, products, streams, storage locations, and data quality rules into the DEKC second brain.

Walk a data lake/warehouse filesystem or ingest Fabric/Power BI inventory JSON into DEKC.

Bind a Cursor agent (including Grok Bot cloud sessions) to the data-engineering-knowledge-capture ContentPack.

Bind data-engineering-knowledge-capture for LangChain Deep Agents / Deep Agents Code.

Bind a Grok Bot agent to Data Engineering Knowledge Capture. Isolation, identity, deterministic writes.

Bind a Cursor agent (including Grok Bot cloud sessions) to the system-architecture-capture ContentPack.

Bind System Architecture Capture for LangChain Deep Agents / Deep Agents Code.

Bind a Grok Bot agent to System Architecture Capture. Isolation, identity, deterministic reverse-engineering.

Open or close an isolated second-brain write session (worktree + PR). Use before scanning or materializing architecture when multiple agents share one knowledge remote.

C4 model integration for the architecture second brain. Map System/Person/ SoftwareContainer/Component/Code, generate L1–L4 Mermaid views, import Structurizr DSL, and avoid Docker vs C4 Container confusion.

Capture wireframes and architecture diagrams into the SAC second brain as OKF concepts with Mermaid or PlantUML listings embedded in Markdown. Covers wireframes (PlantUML salt), architecture, component, sequence, activity, state machine, class, ERD,…

Use the SAC architecture second brain when designing new features, services, APIs, mobile apps, web apps, or infra. Loads progressive-disclosure packs (blast radius, contracts, deps, environments) so design work reuses existing topology instead of inventing…

End-to-end reverse-engineer one or more git repositories into a SAC architecture knowledge graph (packages, services, IaC, CI/CD, IAM, identity, topology). Primary entry skill for SAC.

BM25 keyword search for agent-memory. Use when asked to "find exact terms", "keyword search", "search for specific function names", "locate exact phrase", or when semantic search returns too many results. Provides fast BM25 full-text search via Tantivy index.

Query past conversations from the agent-memory system. Use when asked to "recall what we discussed", "search conversation history", "find previous session", "what did we talk about last week", or "get context from earlier". Provides tier-aware retrieval with…

Agent retrieval policy for intelligent memory search. Use when implementing memory queries to detect capabilities, classify intent, route through optimal layers, and handle fallbacks. Provides tier detection, intent classification, fallback chains, and full…

Topic graph exploration for agent-memory. Use when asked to "explore topics", "show related concepts", "what themes have I discussed", "find topic connections", or "discover patterns in conversations". Provides semantic topic extraction with time-decayed…

Semantic vector search for agent-memory. Use when asked to "find similar discussions", "semantic search", "find related topics", "what's conceptually related to X", or when keyword search returns poor results. Provides vector similarity search and hybrid…

Wizard-style configuration guidance for a single-agent agent-memory setup. Shows defaults inline, provides a full sample config, and includes a dry-run config check step. Always confirm before creating or editing files.

Wizard-style installation guide for agent-memory (macOS/Linux). Helps users choose an install path, check prerequisites, and set PATH. Always confirm before any file edits or copying binaries. Provide verification commands only.

Diagnostic and troubleshooting workflow for agent-memory. Guides users through common install/config/daemon/ingest issues. Requires confirmation before any edits or restarts. Provides verification commands only.

End-to-end reverse engineer of agent codebases (Claude/ChatGPT APIs, LangChain/LangGraph, CrewAI, LlamaIndex, Claude Agent SDK, Deep Agents, MCP, AgentCore, microVMs) into a draft AGER OKF knowledge graph. Primary reverse entry skill for okf-agent-graph…

Scan a codebase for agent frameworks (LangGraph, CrewAI, LlamaIndex, Claude/OpenAI APIs, MCP, Deep Agents, hyperscalers, microVMs) and for Claude/Grok/Codex/universal plugin agents and skills. Extracts prompts, tools, schemas, orchestration, loops, harness…

A helper skill that formats commit messages.

You are the orchestrator. You are the only role in this loop that writes the real patch.

Helper skill for patch drafting conventions.

Supporting grok skill for review checklists.

Grok plan-loop skill that coordinates the planner worker.

You are the orchestrator. You are the only role in this loop that writes the real ticket file or talks to GitHub.

Master RuleZ, the high-performance AI policy engine for development workflows. Use when asked to "install rulez", "create hooks", "debug hooks", "hook not firing", "configure context injection", "validate hooks.yaml", "PreToolUse", "PostToolUse", "block…

RuleZ release workflow automation. Use when asked to "release RuleZ", "create a release", "prepare release", "tag version", "hotfix release", or "publish RuleZ". Covers version management from Cargo.toml, changelog generation from conventional commits, PR…

RuleZ release workflow automation. Use when asked to "release RuleZ", "create a release", "prepare release", "tag version", "hotfix release", or "publish RuleZ". Covers version management from Cargo.toml, changelog generation from conventional commits, PR…

Coordinates planning, delegation, and evaluation across architect and code agent workspaces. Use when asked to "write instructions for code agent", "initialize architect workspace", "grade code agent work", "send instructions", or "verify code agent setup".

Create Mermaid diagrams (activity, deployment, sequence, architecture) from text descriptions or source code. Use when asked to "create a diagram", "generate mermaid", "document architecture", "code to diagram", "create design doc", or "convert code to…

This skill should be used when creating professional software documentation (SRS, PRD, OpenAPI, user manuals, tutorials, runbooks) from templates (greenfield) or reverse-engineering documentation from existing code like Spring Boot or FastAPI (brownfield).…

Git CLI operations, workflows, and automation for modern development (2025). Use when working with repositories, commits, branches, merging, rebasing, worktrees, submodules, or multi-repo architectures. Includes parallel agent workflow patterns, merge…

GitHub CLI (gh) command reference for repository search, code discovery, CI/CD monitoring, workflow authoring, and automation. Triggers on "gh" commands, "github cli", searching repos for files/directories (.skilz, .cursor, .codex, Dockerfile), monitoring…

Generate or sync the design document, code walkthrough, or requirements doc. Frozen dated pairs tied to a release tag, live current pairs regenerated from the actual code. Uses document-specialist v3.2.2, design-doc-mermaid v1.1.1, plantuml v1.2.2. Use when…

Propose work items from recent conversation (flag-gated classifier). Use when the Stop hook requests classification or when asked to sweep a conversation for untracked work. Propose-only: writes .work/suggestions.jsonl, never the event log.

Look up how wiki_ticket_sdd integrates with a specific SDD tool or ticket/wiki system — Superpowers, GSD, SpecKit, OpenSpec, Jira, Confluence, GitHub, GitLab, Azure DevOps (ADO), AWS CodeCatalyst, or Google Cloud DevOps (GCP). Use when asked how to set up,…

Write rich, durable issue/ticket descriptions. Use when creating or updating tickets by hand, when composing bodies for ticket-sync, or when a work item needs a description a future reader (human or agent) can act on without archaeology.

Merge PRs only when all quality gates pass. Use whenever asked to merge a PR, complete a merge, or land a branch — polls checks every 5 minutes until green instead of merging blind or bypassing.

Capture an approved plan as tracked work items. Use when exiting plan mode, when the user approves a plan, or says "capture this plan". Writes docs/plans/<date>-<slug>.md and appends the plan's tasks to .work/todo.jsonl via bin/worklog.

Decide what to work on next — use when asked "what should we do next", "what's most important", or when planning a new work session.

Write a high-context PR description for any substantial PR. Use whenever creating or editing a pull request body — the description must let a reader with zero prior context understand what is being built, why, where it sits in the larger system, and exactly…

Curate OKF bundles — indexes, log.md, drift detection, broken links, orphan cleanup, staleness, and v0.1 to v0.2 migration. Use when the graph feels messy, catalogs are out of date, links break, content is stale, or the user asks to maintain, curate, or…

Create or update OKF concepts using the core envelope (type + title). This plugin owns Catalog and ContextPack only. For domain nouns, hand off to PKC, SAC, DEKC, or AGER.

Scaffold an OKF bundle for the graph engine — catalogs, knowledge, packs, index.md, log.md. Does not seed AgentNode, Workflow, TicketLink, or other domain nouns; those belong to PKC, SAC, DEKC, and AGER.

Compute the transitive impact (blast radius / ripple) of changing a concept in an OKF bundle. Use when the user asks what depends on a concept, what breaks if something changes, needs a ranked update list, or wants blast-radius / ripple analysis before…

Multi-hop query and subgraph extraction over OKF bundles for progressive disclosure. Use when packing minimal context for long-running agents, exploring the neighborhood of a concept, or answering what relates to X within N hops.

Validate OKF v0.2 conformance and graph quality — orphans, connectivity, staleness, unverified high-impact nodes, broken links, missing frontmatter. Use when checking bundle health, before commits/PRs, after bulk edits, or when the user asks if the OKF graph…

Visualize OKF bundles as Mermaid, HTML summaries, or JSON graphs. Use when the user wants a diagram of knowledge, an HTML map, or export for docs.

Bind a Cursor agent (including Grok Bot cloud sessions) to the okf-graph-eng ContentPack.

Bind a Cursor agent (including Grok Bot cloud sessions) to the executive-coordination ContentPack.

Bind a Grok Bot agent to the executive-coordination ContentPack. Isolation, identity, deterministic writes.

Bind LangChain Deep Agents to the executive-coordination ContentPack. Isolation, identity, deterministic writes.

Capture a Executive Coordination noun into the shared second brain via the deterministic write helper.

Open or close an isolated second-brain write session (worktree + PR). Use before writing when multiple agents share one knowledge remote.

Health-check the Executive Coordination catalogs and report empty indexes or missing schemas.

Scaffold the Executive Coordination catalogs in a shared second-brain bundle.

Build a bounded ContextPack from a Executive Coordination root concept (default 2 hops, 20 nodes).

Bind a Cursor agent (including Grok Bot cloud sessions) to the executive-job-search ContentPack.

Bind a Grok Bot agent to the executive-job-search ContentPack. Isolation, identity, deterministic writes.

Bind LangChain Deep Agents to the executive-job-search ContentPack. Isolation, identity, deterministic writes.

Capture a Executive Job Search noun into the shared second brain via the deterministic write helper.

Open or close an isolated second-brain write session (worktree + PR). Use before writing when multiple agents share one knowledge remote.

Health-check the Executive Job Search catalogs and report empty indexes or missing schemas.

Scaffold the Executive Job Search catalogs in a shared second-brain bundle.

Build a bounded ContextPack from a Executive Job Search root concept (default 2 hops, 20 nodes).

Bind a Cursor agent (including Grok Bot cloud sessions) to the consulting-leads ContentPack.

Bind a Grok Bot agent to the consulting-leads ContentPack. Isolation, identity, deterministic writes.

Bind LangChain Deep Agents to the consulting-leads ContentPack. Isolation, identity, deterministic writes.

Capture a Consulting Leads noun into the shared second brain via the deterministic write helper.

Open or close an isolated second-brain write session (worktree + PR). Use before writing when multiple agents share one knowledge remote.

Health-check the Consulting Leads catalogs and report empty indexes or missing schemas.

Scaffold the Consulting Leads catalogs in a shared second-brain bundle.

Build a bounded ContextPack from a Consulting Leads root concept (default 2 hops, 20 nodes).

Bind a Cursor agent (including Grok Bot cloud sessions) to the second-brain-core ContentPack.

Build a bounded ContextPack from a Second Brain Core root concept (default 2 hops, 20 nodes, 1/4 window token budget).

Bind a Grok Bot agent to the second-brain-core ContentPack. Isolation, identity, deterministic writes.

Bind LangChain Deep Agents to second-brain-core. Isolation, identity, deterministic writes.

Capture a Second Brain Core noun into the shared second brain via the deterministic write helper.

Open or close an isolated second-brain write session (worktree + PR). Use before writing when multiple agents share one knowledge remote.

Health-check the Second Brain Core catalogs and report empty indexes or missing schemas.

Scaffold the Second Brain Core catalogs in a shared second-brain bundle.