Composable agent loop and graph architectures — deterministic state machines, DAG workflows, supervisor/worker loops, and parallel swarms, paired with the multi-LLM task router suite (run_agent.py, 13 expert agent personas, AGT sandboxing, and MAF validation). Framework-agnostic: works with any CLI agent.
Not in a marketplace yet, so it loads for one session with --plugin-dir.
Plugin agent-orchestration in richfrem/agent-plugins-skills. Commands read from the repo's manifest — yesterday.
agt-securityProvides sandboxing validation, HMAC key rotation, and boundary verification to manage security boundaries under Microsoft Agent Governance Toolkit (AGT).
cli-agentDispatches bounded tasks, reviews, and audits through external CLI coding agents (Claude, Codex, Copilot, Agy, and local llama-server), with server lifecycle and model catalog maintenance.
evaluating-agent-outcomesRepository-independent evaluation of delegated agent work: assesses a delivery against a work contract (criterion-level pass/fail/unverified, failure conditions, budget, authorization), checks evidence validity, selects proportionate verification, measures cost with missing data kept unknown, classi
maf-adapterProvides validation, setup guidance, and a local test harness simulator to run skills within the Microsoft Agent Framework (MAF).
orchestrating-agent-workInteractive orchestrator for complex engineering work. Analyzes the task, conducts a diagnostic interview to select the appropriate execution strategy (Directed Acyclic Graph versus Loop, and which Loop type), plans the artifact, and supervises execution and verification. Use for "how should I orche
Developer utilities: 8 self-contained skills. Manages GitHub issues (log, promote, rank, refactor proposals, resolution audits) and resolves them in isolated worktrees through PR closure; bundles code and docs for review; checks links; enforces coding conventions; manages ADRs, symlinks, and HuggingFace dataset/model transfers.
8 skills
Ecosystem authoring primitives — creates and audits agent skills, plugins, sub-agents, instructions, rules, hooks, GitHub workflows, and APM packages.
7 skills
Business exploration and reengineering: guided discovery, requirements capture, interactive prototypes, risk-tiered handoff to engineering, and rescue of existing vibe-coded prototypes. Phase gates enforced by running-exploration-cycle.
5 skills
Agent Memory & Knowledge: filesystem memory, RLM summary ledgers, vector retrieval, and Obsidian vault and wiki workflows.
4 skills
Governed control plane and learning layer above Claude Code: a gated task pipeline with signed human approval gates and a gating switch (running-control-plane), project setup and signing-identity guidance (setting-up-agentic-os), and eval-gated skill improvement in an isolated lab (improving-skills-in-lab).
3 skills
Agent-orchestrated skills for finding, reproducing and adjudicating regressions in PRs or commits.
7 skills
74 skills for Claude Code and Codex. A build DAG researches your repo, fans out disjoint lanes, and refutes its own review before anything lands. A blunt A-F ship grade blocks the bad merge instead of complimenting it. The same folder designs the page, writes the copy, and ships native iOS and Android builds.
70 skills · 1 MCP server
BMAD pipeline plugin that orchestrates a full requirements-to-deploy workflow across nine specialist agents with an auditable runtime DAG and quality gates, for Claude Code, Codex, OpenClaw, and Antigravity.
39 skills
BMAD 全自动研发流水线。编排 9 个专业 Agent，从需求到部署一键完成。
39 skills
Architecture Deep Research - scan a repo, draft a PRD, run live deep research, and get a cited handoff for system-design decisions.
6 commands · 1 MCP server
Skills and setup commands for the Lanes desktop app: issue board, sessions, and local MCP. GitHub and Linear bridges moved to lanes-bridges in 0.7.0
2 skills · 1 command
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