Instructions file
Instructions for Knuckles-Team/vector-mcp: Guidance for Claude Code (claude.ai/code) when working in this repository.
Instructions file
Instructions for Knuckles-Team/vector-mcp: Guidance for Claude Code (claude.ai/code) when working in this repository.
Skill Claude CodeCodex
Select and connect the right vector-store backend for the vector-mcp MCP server — chromadb, postgres/pgvector, qdrant, couchbase, or mongodb — and supply the correct dbtype/connection parameters that every collection and search call needs. Use when the agent must decide which engine to target, wire up…
Skill Claude CodeCodex
Create, populate, list, and delete vector-store collections through the vector-mcp MCP server's vectorcollectionmanagement tool. Use when the agent must stand up a new RAG collection, ingest documents (from a directory, file paths/URLs, or raw text) into an existing collection, enumerate collections, or drop one …
Skill Claude CodeCodex
Retrieve knowledge from a vector-store collection via the vector-mcp MCP server's vectorsearch tool — semantic (ANN) search, lexical BM25 search, or a hybrid of the two fused with Reciprocal Rank Fusion. Use when the agent must answer a question from an indexed corpus, pull top-k relevant chunks for RAG context, or…
Skill Claude CodeCodex
Operate vector-mcp through its governed MCP and GraphOS capabilities. Use for collection lifecycle, root-confined document ingestion, semantic or lexical retrieval, hybrid search, backend readiness, troubleshooting, and sanitized verification evidence.
Instructions file CodexOpenCode
Instructions for Knuckles-Team/gitlab-api, covering agents.md, tech stack & architecture, architecture diagram, workflow diagram and commands (run these exactly).
Instructions file
Instructions for Knuckles-Team/gitlab-api: Guidance for Claude Code (claude.ai/code) when working in this repository.
Skill Claude CodeCodex
Operate gitlab-api through its governed MCP and GraphOS capabilities, including gitlab issues, gitlab merge request create, gitlab merge request review, gitlab pipelines, gitlab vulnerabilities. Use when a request requires this provider's read, change, automation, ingestion, troubleshooting, or evidence workflows.
Skill Claude CodeCodex
Issue review and tracking on GitLab via the gitlab-api MCP server — review a project's issues, review issues across a whole group/organization, and read, create, update, or close an issue with the domain-typed tool. Use when the agent must triage a project's issues, see every issue affecting a group, open a new issue…
Skill Claude CodeCodex
Open a new GitLab merge request against a project via the gitlab-api MCP server — from a source branch into a target branch, with title, description, assignees, reviewers, labels, and remove-source-branch/squash options. Use when the agent must create/open an MR for a project. Do NOT use to review, approve, or merge…
Skill Claude CodeCodex
Review and merge GitLab merge requests via the gitlab-api MCP server — by default the MRs assigned to you or where you are a reviewer, optionally scoped to a project, group, or the whole instance. Read an MR, gate it on a green pipeline (pipeline → jobs → job log), then approve, accept/merge, or set…
Skill Claude CodeCodex
CI/CD pipeline review on GitLab via the gitlab-api MCP server — review pipeline results for a project, a group, or the whole instance, drill into the CI jobs of a pipeline, and read a job's log; also trigger a pipeline on a ref. Use when the agent must review CI results across a project/group/organization, check…
Skill Claude CodeCodex
Dependency & security-vulnerability review on GitLab via the gitlab-api MCP server — the GitLab counterpart to GitHub Dependabot. Read a project's Dependency List, review a project's or group's security vulnerabilities/findings, and fetch a single vulnerability by ID. Use when the agent must audit a project's…
Instructions file CodexOpenCode
Instructions for Knuckles-Team/epistemic-graph, covering agents.md — epistemic graph compute engine, epistemic os surfaces in the main build, commands for ai agents, python api (out-of-process client — not in-process) and async.
Instructions file
Instructions for Knuckles-Team/epistemic-graph: Guidance for Claude Code (claude.ai/code) when working in this repository.
Skill Claude CodeCodex
Promote and deploy the epistemic-graph engine binary (the AI-native database) into the live Swarm fleet, and restart its clients, safely. Use when shipping a new engine build, rolling out Rust-side changes, or restarting graph-os/messaging to pick up merged agent-utilities. Wraps scripts/promoteengine.sh.
Skill Claude CodeCodex
Upgrade and migrate a live epistemic-graph engine (the AI-native database): binary version flips, the one-time snapshot/.mp -> redb authoritative migration, config/env migrations (e.g. retired GRAPHBACKEND values), and on-disk data-format evolution (bi-temporal fields, persisted blobs). Use when raising the engine…
Skill Claude CodeCodex
Diagnose and recover a live epistemic-graph engine (the AI-native database): engine down / socket refused, host-daemon crash-loop, circuit-breaker open, backend-type errors, zombie containers, duplicate Swarm tasks, slow first boot. Use when the KG is unreachable, ingestion stalls, go tools error, or a deploy left the…
Skill Claude CodeCodex
Operate the engine's distributed substrate — openraft consensus with automatic failover, multi-Raft groups, online resharding (ownership move / hibernate / rehydrate), cross-shard 2PC, and the per-tenant catalog — plus the scope-gated ADMIN tier: RBAC policy administration and ops backup/restore. Use when scaling the…
Skill Claude CodeCodex
Run OWL / rule reasoning inside the engine — OWL 2 EL⁺/RL completion, OWL-DL tableau, SWRL user rules, forward-chaining materialization, classification and consistency checking over the RDF/OWL store. Use when you need to infer implied facts, classify individuals, check an ontology for consistency, or materialize a…
Skill Claude CodeCodex
Query and update the engine's RDF/OWL store over the W3C SPARQL 1.1 Protocol — the engine IS the triplestore (epistemic-graph owns the /sparql wire). Use when you need SELECT/ASK/ CONSTRUCT/DESCRIBE/UPDATE over triples/quads, named graphs, property paths, or when an existing rdflib/Jena/Stardog client should point at…
Skill Claude CodeCodex
Run SQL against the engine over real database wire protocols — Postgres (pgwire), MySQL, MSSQL/TDS, and the SQLite NDJSON endpoint — so psql/DBeaver/BI/ORMs connect to the engine as if it were their existing database (epistemic-graph owns the wire). Use for SELECT/joins/ aggregates/window/CTE and INSERT/UPDATE/DELETE…
Knuckles-Team/container-manager-mcp
Instructions file CodexOpenCode
Instructions for Knuckles-Team/container-manager-mcp, covering agents.md, tech stack & architecture, architecture diagram, workflow diagram and commands (run these exactly).
Knuckles-Team/container-manager-mcp
Instructions file
Instructions for Knuckles-Team/container-manager-mcp: Guidance for Claude Code (claude.ai/code) when working in this repository.