richfrem
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- ▌ Create Legacy Command 4 · richfrem bundleInteractive initialization script that generates an Antigravity Workflow, Rule, or legacy Claude /command. Use when you need a simple flat-file procedural instruction set.
- ▌ Create MCP Integration 4 · richfrem bundleInteractive initialization script that scaffolds a new Model Context Protocol (MCP) server integration setup. Use when adding native code tools to an agent's environment.
- ▌ Dual Loop 4 · richfrem(Industry standard: Sequential Agent / Agent as a Tool) Primary Use Case: Delegating a well-defined task to a worker agent, verifying its execution, and repeating if necessary. Inner/outer agent delegation pattern. Use when: work needs to be delegated from a strategic controller (Outer Loop) to a tactical executor (Inner Loop) via strategy packets, with verification and correction loops.
- ▌ Hf Upload 4 · richfrem bundleUpload primitives for HuggingFace Soul persistence - file, folder, snapshot, JSONL append, and dataset card management with exponential backoff.
- ▌ Learning Loop 4 · richfrem bundle(Industry standard: Loop Agent / Single Agent) Primary Use Case: Self-contained research, content generation, and exploration where no inner delegation is required. Self-directed research and knowledge capture loop. Use when: starting a session (Orientation), performing research (Synthesis), or closing a session (Seal, Persist, Retrospective). Ensures knowledge survives across isolated agent sessions.
- ▌ Claude CLI Agent 4 · richfremClaude CLI sub-agent system for persona-based analysis. Use when piping large contexts to Anthropic models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
- ▌ Context Bundling 4 · richfrem bundleCreate technical bundles of code, design, and documentation for external review or context sharing. Use when you need to package multiple project files into a single Markdown file while preserving folder hierarchy and providing contextual notes for each file.
- ▌ Gemini CLI Agent 4 · richfremGemini CLI sub-agent system for persona-based analysis. Use when piping large contexts to Anthropic models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
- ▌ Vector DB Launch 3 · richfrem bundleStart the Native Python ChromaDB background server. Use when semantic search returns connection refused on port 8110, or when the user wants to enable concurrent agent read/writes.
- ▌ Dependency Management 3 · richfrem bundlePython dependency and environment management for multi-service or monorepo python backends. Use when: (1) adding, upgrading, or removing a Python package, (2) responding to Dependabot or security vulnerability alerts (GHSA/CVE), (3) creating a new service that needs its own requirements files, (4) debugging pip install failures or Docker build issues related to dependencies, (5) reviewing or auditing the dependency tree, (6) running pip-compile. Enforces the pip-compile locked-file workflow and tiered dependency hierarchy.
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- ▌ Rlm Init 3 · richfrem bundleInteractive RLM cache initialization. Use when: setting up a new project's semantic cache for the first time, or adding a new cache profile. Walks the user through folder selection, extension config, manifest creation, and first distillation pass.
- ▌ Hf Init 4 · richfrem bundleInitialize HuggingFace integration — validates .env variables, tests API connectivity, and ensures the dataset repository structure exists.
- ▌ Dual Loop 3 · richfrem bundle(Industry standard: Sequential Agent / Agent as a Tool) Primary Use Case: Delegating a well-defined task to a worker agent, verifying its execution, and repeating if necessary. Inner/outer agent delegation pattern. Use when: work needs to be delegated from a strategic controller (Outer Loop) to a tactical executor (Inner Loop) via strategy packets, with verification and correction loops.
- ▌ Hf Upload 3 · richfrem bundleUpload primitives for HuggingFace Soul persistence - file, folder, snapshot, JSONL append, and dataset card management with exponential backoff. Use when persisting agent learnings, snapshots, or semantic caches to HuggingFace.
- ▌ Rlm Search 2 · richfrem bundle3-Phase Knowledge Search strategy for the RLM Factory ecosystem. Auto-invoked when tasks involve finding code, documentation, or architecture context in the repository. Enforces the optimal search order: RLM Summary Scan (O(1)) -> Vector DB Semantic Search -> Grep/Exact Match. Never skip phases.
- ▌ Create Hook 4 · richfrem bundleInteractive initialization script that generates a compliant lifecycle Hook for an AI Agent or Plugin. Use when you need to automate workflows based on events like PreToolUse or SessionStart.
- ▌ Learning Loop 3 · richfrem bundle(Industry standard: Loop Agent / Single Agent) Primary Use Case: Self-contained research, content generation, and exploration where no inner delegation is required. Self-directed research and knowledge capture loop. Use when: starting a session (Orientation), performing research (Synthesis), or closing a session (Seal, Persist, Retrospective). Ensures knowledge survives across isolated agent sessions.
- ▌ Audit Plugin 4 · richfrem bundleAudits a local plugin directory to ensure it perfectly matches the Agent Skills and Claude Plugin Open Standards.
- ▌ Orchestrator 4 · richfrem bundle(Industry standard: Routing Agent / Orchestrator Pattern) Primary Use Case: Analyzing an ambiguous trigger and routing it to one of the specific specialized implementations. Routes triggers to the appropriate agent-loop pattern. Use when: assessing a task, research need, or work assignment and deciding whether to run a simple learning loop, red team review, dual-loop delegation, or parallel swarm. Manages shared closure (seal, persist, retrospective, self-improvement).
- ▌ Zip Bundling 4 · richfremCreate technical ZIP bundles of code, design, and documentation for external review or context sharing. Use when you need to package multiple project files into a portable `.zip` archive instead of a single Markdown file.
- ▌ Vector DB Init 3 · richfrem bundleInteractively initializes the Vector DB plugin. Installs the required pip dependencies (chromadb, langchain wrappers) and configures the vector_profiles.json for Native Python Server connections. Run this before attempting to use the vector-db-search or vector-db-launch skills.
- ▌ Obsidian Init 4 · richfrem bundleInitialize and onboard a new project repository as an Obsidian Vault. Covers prerequisite installation, vault configuration, exclusion filters, and validation.
- ▌ Ollama Launch 2 · richfremStart and verify the local Ollama LLM server. Use when Ollama is needed for RLM distillation, seal snapshots, embeddings, or any local LLM inference — and it's not already running. Checks if Ollama is running, starts it if not, and verifies the health endpoint.
- ▌ Audit Plugin L5 3 · richfrem bundleTriggers the L5 Red Team Sub-Agent to rigorously audit a plugin against the 39-point L4 pattern matrix.
- ▌ Red Team Review 4 · richfrem bundle(Industry standard: Review and Critique Pattern) Primary Use Case: Iterative generation paired with adversarial review, continuing until an 'Approved' verdict is reached. Orchestrated adversarial review loop. Use when: research, designs, architectures, or decisions need to be reviewed by red team agents (human, browser, or CLI). Iterates in rounds of research → bundle → review → feedback until approved.
- ▌ Adr Management 4 · richfrem bundleADR management skill. Auto-invoked for generating architecture decisions, documenting design rationale, and maintaining the decision record log. Uses native read/write tools to scaffold and update ADR markdown files.
- ▌ Claude CLI Agent 3 · richfrem bundleClaude CLI sub-agent system for persona-based analysis. Use when piping large contexts to Anthropic models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
- ▌ Context Bundling 3 · richfrem bundleCreate technical bundles of code, design, and documentation for external review or context sharing. Use when you need to package multiple project files into a single Markdown file while preserving folder hierarchy and providing contextual notes for each file.
- ▌ Gemini CLI Agent 3 · richfrem bundleGemini CLI sub-agent system for persona-based analysis. Use when piping large contexts to Google Gemini models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
- ▌ Vector DB Ingest 2 · richfrem bundleIngests repository files into the ChromaDB vector store. Builds or updates the vector index from a manifest or directory scan using ingest.py. Use when new files need to be indexed or the vector store is out of date. <example> user: "Index these new plugin files into the vector database" assistant: "I'll use vector-db-ingest to add them to the vector store." </example> <example> user: "The vector store is missing recent files -- update it" assistant: "I'll use vector-db-ingest to re-index the changes." </example>
- ▌ Vector DB Launch 2 · richfrem bundleStart the Native Python ChromaDB background server. Use when semantic search returns connection refused on port 8110, or when the user wants to enable concurrent agent read/writes.
- ▌ Vector DB Search 2 · richfrem bundleSemantic search skill for retrieving code and documentation from the ChromaDB vector store. Use when you need concept-based search across the repository (Phase 2 of the 3-phase search protocol). V2 includes L4/L5 retrieval constraints.
- ▌ Memory Management 3 · richfrem bundleTiered memory system for cognitive continuity across agent sessions. Manages hot cache (session context loaded at boot) and deep storage (loaded on demand). Use when: (1) starting a session and loading context, (2) deciding what to remember vs forget, (3) promoting/demoting knowledge between tiers, (4) user says 'remember this' or asks about project history.
- ▌ Rlm Cleanup Agent 2 · richfrem bundleRemoves stale and orphaned entries from the RLM Summary Ledger. Use after files are deleted, renamed, or moved to keep the ledger in sync with the filesystem. <example> user: "Clean up the RLM cache after I renamed some files" assistant: "I'll use rlm-cleanup-agent to remove stale entries from the ledger." </example> <example> user: "The RLM ledger has entries for files that no longer exist" assistant: "I'll run rlm-cleanup-agent to prune orphaned entries." </example>
- ▌ Rlm Distill Agent 2 · richfrem bundleDistills uncached files into the Recursive Language Model(RLM) Summary cache Ledger. You (the agent) ARE the distillation engine. Read each file deeply, write a high-quality 1-sentence summary, inject it via inject_summary.py. The purpose is if you read the full file once and produce a great summary once it will avoid the need to read the file every time you need to know what the script does or what the details of the file are. most cases the RLM summary should be sufficient. Use when files are missing from the ledger and need to be summarized. <example> user: "Summarize these new plugin files into the RLM ledger" assistant: "I'll use rlm-distill-agent to read and summarize each file into the cache." </example> <example> user: "The RLM ledger is missing 40 files -- fill the gaps" assistant: "I'll use rlm-distill-agent to process the missing files." </example>
- ▌ Vector DB Cleanup 2 · richfrem bundleRemoves stale and orphaned chunks from the ChromaDB vector store for files that have been deleted or renamed. Use after files are removed or moved to keep the vector index in sync with the filesystem. <example> user: "Clean up the vector store after I deleted some files" assistant: "I'll use vector-db-cleanup to remove orphaned chunks." </example> <example> user: "The vector database has chunks for files that no longer exist" assistant: "I'll run vector-db-cleanup to prune them." </example>
- ▌ Create Sub Agent 4 · richfrem bundleInteractive initialization script that generates a compliant Sub-Agent configuration. Use when you need to create a nested contextual boundary with specific tools or persistent memory.
- ▌ Create Azure Agent 4 · richfrem bundleInteractive initialization script that generates Azure AI Foundry Agent API deployment wrappers (Python SDK and Bicep basics) from an existing Agent Skill. Use when adapting a skill into an Azure Foundry environment.
- ▌ Conventions Agent 3 · richfrem bundleCoding conventions enforcement agent. Auto-invoked when writing new code, reviewing code quality, adding headers, or checking documentation compliance across Python, TypeScript/JavaScript, and C#/.NET.
- ▌ Copilot CLI Agent 4 · richfremCopilot CLI sub-agent system for persona-based analysis. Use when piping large contexts to Anthropic models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
- ▌ Memory Management 4 · richfremTiered memory system for cognitive continuity across agent sessions. Manages hot cache (session context loaded at boot) and deep storage (loaded on demand). Use when: (1) starting a session and loading context, (2) deciding what to remember vs forget, (3) promoting/demoting knowledge between tiers, (4) user says 'remember this' or asks about project history.
- ▌ Coding Conventions 2 · richfrem bundleCoding conventions and documentation standards across Python, TypeScript/JavaScript, and C#/.NET codebases. Use when: (1) writing new code files or functions, (2) reviewing code for style and documentation compliance, (3) adding file headers or docstrings, (4) creating new tools that need inventory registration, (5) refactoring code that exceeds complexity thresholds, (6) setting up module structure. Covers file headers, function documentation, naming conventions, and tool inventory integration.
- ▌ Link Checker Agent 4 · richfrem bundleQuality assurance agent for documentation link integrity. Auto-invoked when tasks involve checking, fixing, or auditing documentation links across a repository.
- ▌ Synthesize Learnings 4 · richfrem bundleConvert raw plugin analysis results into actionable improvement recommendations for agent-scaffolders and agent-skill-open-specifications. Trigger with "synthesize learnings", "generate improvement recommendations", "what should we improve in our scaffolders", "update our meta-skills based on these findings", or after completing a plugin analysis.
- ▌ Create Docker Skill 4 · richfrem bundleInteractive initialization script that generates a compliant Agent Skill containing pre-flight environment checks, subprocess execution scaffolding, and a security-override config. Use when authoring new workflow routines that depend on external containerized runtimes (e.g., Docker, Nextflow, HPC).
- ▌ Ecosystem Standards 4 · richfrem bundleProvides active execution protocols to rigorously audit how code, directory structures, and agent actions comply with the authoritative ecosystem specs. Trigger when validating new skills, plugins, or workflows.
- ▌ Obsidian Vault Crud 4 · richfrem bundleSafe Create/Read/Update/Delete operations for Obsidian Vault notes. Implements atomic writes, advisory locking, concurrent edit detection, and lossless YAML frontmatter handling.
- ▌ Create Legacy Command 3 · richfrem bundleInteractive initialization script that generates an Antigravity Workflow, Rule, or legacy Claude /command. Use when you need a simple flat-file procedural instruction set.
- ▌ Dependency Management 2 · richfrem bundlePython dependency and environment management for multi-service or monorepo python backends. Use when: (1) adding, upgrading, or removing a Python package, (2) responding to Dependabot or security vulnerability alerts (GHSA/CVE), (3) creating a new service that needs its own requirements files, (4) debugging pip install failures or Docker build issues related to dependencies, (5) reviewing or auditing the dependency tree, (6) running pip-compile. Enforces the pip-compile locked-file workflow and tiered dependency hierarchy.
- ▌ Create Github Action 4 · richfrem bundleScaffold a traditional deterministic GitHub Actions CI/CD workflow. Use this when creating build, test, deploy, lint, release, or security scan pipelines. This is distinct from agentic workflows — no AI is involved at runtime.
- ▌ Create MCP Integration 3 · richfrem bundleInteractive initialization script that scaffolds a new Model Context Protocol (MCP) server integration setup. Use when adding native code tools to an agent's environment.
- ▌ Create Stateful Skill 4 · richfrem bundleInteractive initialization script that generates an advanced Agent Skill utilizing L4 State Management, Lifecycle Artifacts, Tone Configuration, and Chained Commands. Use when authoring complex, persistent workflows.
- ▌ Obsidian Bases Manager 4 · richfrem bundleRead and manipulate Obsidian Bases (.base) files — YAML-based database views that render as tables, cards, and grids inside the vault.
- ▌ Coding Conventions Agent 2 · richfrem bundleCoding conventions enforcement agent. Auto-invoked when writing new code, reviewing code quality, adding headers, or checking documentation compliance across Python, TypeScript/JavaScript, and C#/.NET.
- ▌ Create Agentic Workflow 4 · richfrem bundleScaffold GitHub Agent files from an existing Agent Skill. Generates IDE/UI agents (invokable from GitHub Copilot Chat via slash command) and/or CI/CD autonomous agents (GitHub Actions quality gates with Kill Switch). Use when converting a Skill into a GitHub-native agent.
- ▌ Spec Kitty Constitution 2 · richfremCreate or update the project constitution through interactive phase-based discovery.
- ▌ Obsidian Graph Traversal 4 · richfrem bundleSemantic link traversal for Obsidian Vaults. Builds an in-memory graph index from wikilinks and provides instant forward-link, backlink, and multi-degree connection queries.
- ▌ Obsidian Canvas Architect 4 · richfrem bundleProgrammatically create and manipulate Obsidian Canvas (.canvas) files using JSON Canvas Spec 1.0. Enables agents to generate visual flowcharts, architecture diagrams, and planning boards.
- ▌ Obsidian Markdown Mastery 4 · richfremCore markdown syntax skill for Obsidian. Enforces the strict parsing and authoring of Obsidian's proprietary syntax (Wikilinks, Blocks, Headings, Aliases, Embeds, and Callouts) ensuring compatibility with the Vault graph.
- ▌ Ecosystem Authoritative Sources 4 · richfrem bundleProvides information about how to create, structure, install, and audit Agent Skills, Plugins, Antigravity Workflows, and Sub-agents. Trigger this when specifications, rules, or best practices for the ecosystem are required.
- ▌ Adr Management 3 · richfrem bundleADR management skill. Auto-invoked for generating architecture decisions, documenting design rationale, and maintaining the decision record log. Uses native read/write tools to scaffold and update ADR markdown files.
- ▌ Analyze Plugin 4 · richfrem bundleSystematically analyze agent plugins and skills to extract design patterns, architectural decisions, and reusable techniques. Trigger with "analyze this plugin", "mine patterns from", "review plugin structure", "extract learnings from", "what patterns does this plugin use", or when examining any plugin or skill collection to understand its design.
- ▌ Protocol Agent 2 · richfrem bundleProtocol document management agent. Auto-invoked when creating governance protocols, updating protocol status, or searching the protocol registry.
- ▌ Audit Plugin L5 2 · richfrem bundleTriggers the L5 Red Team Sub-Agent to rigorously audit a plugin against the 39-point L4 pattern matrix.
- ▌ Convert Mermaid 4 · richfrem bundleConvert mermaid diagrams mmd/mermaid to .png and have an option to pick/increase resolution level. V2 includes L5 Delegated Constraint Verification for strict binary image linting.
- ▌ Red Team Review 3 · richfrem bundle(Industry standard: Review and Critique Pattern) Primary Use Case: Iterative generation paired with adversarial review, continuing until an 'Approved' verdict is reached. Orchestrated adversarial review loop. Use when: research, designs, architectures, or decisions need to be reviewed by red team agents (human, browser, or CLI). Iterates in rounds of research → bundle → review → feedback until approved.
- ▌ Vector DB Agent 3 · richfrem bundleSemantic search agent for code and documentation retrieval using ChromaDB's Parent-Child architecture. Use when you need concept-based search across the repository. V2 includes L4/L5 retrieval constraints.
- ▌ Chronicle Agent 2 · richfrem bundleLiving Chronicle journaling agent. Auto-invoked when creating project event entries, searching history, or reviewing past sessions.
- ▌ Session Closure 2 · richfrem bundleManages the Protocol 128 multi-phase closure sequence including Technical Seal and Soul Persistence. Executes automatically when a session ends or work is complete.
- ▌ Claude CLI Agent 2 · richfrem bundleClaude CLI sub-agent system for persona-based analysis. Use when piping large contexts to Anthropic models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
- ▌ Context Bundling 2 · richfrem bundleCreate technical bundles of code, design, and documentation for external review or context sharing. Use when you need to package multiple project files into a single Markdown file while preserving folder hierarchy and providing contextual notes for each file.
- ▌ Create Sub Agent 3 · richfrem bundleInteractive initialization script that generates a compliant Sub-Agent configuration. Use when you need to create a nested contextual boundary with specific tools or persistent memory.
- ▌ Gemini CLI Agent 2 · richfrem bundleGemini CLI sub-agent system for persona-based analysis. Use when piping large contexts to Google Gemini models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
- ▌ Conventions Agent 2 · richfrem bundleCoding conventions enforcement agent. Auto-invoked when writing new code, reviewing code quality, adding headers, or checking documentation compliance across Python, TypeScript/JavaScript, and C#/.NET.
- ▌ Copilot CLI Agent 3 · richfrem bundleCopilot CLI sub-agent system for persona-based analysis. Use when piping large contexts to GitHub Copilot models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
- ▌ Plugin Replicator 3 · richfrem bundleDeveloper machine tool for replicating plugin source code between local project repositories. Use when you want to push plugin updates from agent-plugins-skills to a consumer project, or pull the latest plugins into a consumer project from this central repo. Works with explicit --source and --dest paths; supports additive-update (default), --clean (also removes deleted files), --link (symlink), and --dry-run modes.
- ▌ JSON Hygiene Agent 4 · richfrem bundleJSON Hygiene Agent. Detects duplicate keys in JSON configuration files that might be silently ignored by standard parsers. Auto-invoked for JSON audits or manifest validation. V2 includes L5 Delegated Constraint Verification.
- ▌ Link Checker Agent 3 · richfrem bundleQuality assurance agent for documentation link integrity. Auto-invoked when tasks involve checking, fixing, or auditing documentation links across a repository.
- ▌ Plugin Maintenance 3 · richfrem bundleAudits, synchronizes, and maintains the health of the plugin ecosystem. Handles structural compliance checks against Open Standards, agent environment sync (install + cleanup orphans), and README scaffolding. Trigger when validating new plugins, syncing plugins to agent configs, or performing routine ecosystem health checks.
- ▌ Create Azure Agent 3 · richfrem bundleInteractive initialization script that generates Azure AI Foundry Agent API deployment wrappers (Python SDK and Bicep basics) from an existing Agent Skill. Use when adapting a skill into an Azure Foundry environment.
- ▌ Guardian 2 · richfrem bundleMaster controller for agent session orchestration. Delegated to when starting a session (bootloader orientation), managing workflow routing (Orchestrator, Spec-Kitty), and ending a session (technical seal and soul persistence).
- ▌ Session Bootloader 2 · richfrem bundleInitializes and orients the agent session using the Protocol 128 Bootloader sequence. Designed as a Dual-Mode Meta-Skill (Bootstrap vs Iteration phase). Master awareness skill that knows all sanctuary-guardian capabilities and utility plugin integrations. Trigger this at the start of any new assignment.
- ▌ Create Docker Skill 3 · richfrem bundleInteractive initialization script that generates a compliant Agent Skill containing pre-flight environment checks, subprocess execution scaffolding, and a security-override config. Use when authoring new workflow routines that depend on external containerized runtimes (e.g., Docker, Nextflow, HPC).
- ▌ Ecosystem Standards 3 · richfrem bundleProvides active execution protocols to rigorously audit how code, directory structures, and agent actions comply with the authoritative ecosystem specs. Trigger when validating new skills, plugins, or workflows.
- ▌ Obsidian Vault Crud 3 · richfrem bundleSafe Create/Read/Update/Delete operations for Obsidian Vault notes. Implements atomic writes, advisory locking, concurrent edit detection, and lossless YAML frontmatter handling. Use when reading, writing, updating, or appending to any vault note.
- ▌ Forge Soul Exporter 2 · richfrem bundleExports sealed Obsidian vault notes into soul_traces.jsonl format for HuggingFace persistence. Implements snapshot isolation, git pre-flight checks, and consumes the huggingface-utils plugin for uploads.
- ▌ Guardian Onboarding 2 · richfremMANDATORY - Master initialization and closure skill for new agent sessions. Grounds the agent in Protocol 128 (Hardened Learning Loop), handles Orchestrator handoff, and executes the formal Seal and Persist closure sequences.
- ▌ Spec Kitty Workflow 3 · richfremStandard operating procedures for the Spec Kitty agentic workflow (Plan -> Implement -> Review -> Merge).
- ▌ Create Github Action 3 · richfrem bundleScaffold a traditional deterministic GitHub Actions CI/CD workflow. Use this when creating build, test, deploy, lint, release, or security scan pipelines. This is distinct from agentic workflows — no AI is involved at runtime.
- ▌ Synthesize Learnings 3 · richfrem bundleConvert raw plugin analysis results into actionable improvement recommendations for agent-scaffolders and agent-skill-open-specifications. Trigger with "synthesize learnings", "generate improvement recommendations", "what should we improve in our scaffolders", "update our meta-skills based on these findings", or after completing a plugin analysis.
- ▌ Create Legacy Command 2 · richfrem bundleInteractive initialization script that generates an Antigravity Workflow, Rule, or legacy Claude /command. Use when you need a simple flat-file procedural instruction set.
- ▌ Create Stateful Skill 3 · richfrem bundleInteractive initialization script that generates an advanced Agent Skill utilizing L4 State Management, Lifecycle Artifacts, Tone Configuration, and Chained Commands. Use when authoring complex, persistent workflows.
- ▌ Create MCP Integration 2 · richfrem bundleInteractive initialization script that scaffolds a new Model Context Protocol (MCP) server integration setup. Use when adding native code tools to an agent's environment.
- ▌ Obsidian Bases Manager 3 · richfrem bundleRead and manipulate Obsidian Bases (.base) files - YAML-based database views that render as tables, cards, and grids inside the vault. Use when reading, appending rows, or updating cells in a Base file.
- ▌ Spec Kitty Sync Plugin 3 · richfrem bundleFull-cycle install or update of the Spec-Kitty framework - upgrades the CLI, refreshes templates, syncs the plugin, reconciles custom knowledge, and bridges to agent environments. Custom skill (not from upstream spec-kitty).
- ▌ Create Agentic Workflow 3 · richfrem bundleScaffold GitHub Agent files from an existing Agent Skill. Generates IDE/UI agents (invokable from GitHub Copilot Chat via slash command) and/or CI/CD autonomous agents (GitHub Actions quality gates with Kill Switch). Use when converting a Skill into a GitHub-native agent.
- ▌ Obsidian Graph Traversal 3 · richfrem bundleSemantic link traversal for Obsidian Vaults. Builds an in-memory graph index from wikilinks and provides instant forward-link, backlink, and multi-degree connection queries. Use when exploring note relationships or finding orphaned notes.
- ▌ Obsidian Canvas Architect 3 · richfrem bundleProgrammatically create and manipulate Obsidian Canvas (.canvas) files using JSON Canvas Spec 1.0. Enables agents to generate visual flowcharts, architecture diagrams, and planning boards. Use when creating or editing visual canvas files.
- ▌ Obsidian Markdown Mastery 3 · richfrem bundleCore markdown syntax skill for Obsidian. Enforces strict parsing and authoring of Obsidian proprietary syntax (Wikilinks, Blocks, Headings, Aliases, Embeds, Callouts). Use when reading, writing, or validating Obsidian-flavored markdown.