Start from production-shaped AI agent workflows with Skills, MCP servers, tools, model routing, guardrails, harnesses, and deployment targets already mapped.
A Slack-native engineering agent that receives operational requests, gathers context from tickets and repos, routes work to specialist agents, and drafts auditable responses before anything risky happens.
4
Agents
5
Tools
3
Skills
1
MCP
A code review workflow that watches pull requests, assigns specialist reviewers, checks implementation risk, and posts concise review notes with links to evidence.
3
Agents
3
Tools
3
Skills
1
MCP
A controlled workflow for small teams that want an internal agent to answer operational questions, create tickets, inspect connected apps, and prepare approved actions across the company stack.
3
Agents
5
Tools
3
Skills
1
MCP
A guarded browser operator for internal tools: it can open approved apps, complete repetitive workflows, verify the result, and stop at human approval checkpoints before sensitive writes.
3
Agents
4
Tools
3
Skills
1
MCP
A Devin-style engineering workflow that turns a scoped ticket into a branch, implementation plan, code changes, test run, and pull request draft with review evidence.
3
Agents
4
Tools
3
Skills
1
MCP
A support workflow that reads product docs, checks account and billing state, drafts empathetic replies, and escalates sensitive requests with source-linked evidence.
3
Agents
4
Tools
3
Skills
1
MCP
A meta-agent workflow that generates red-team cases, runs regression suites, scores agent behavior, and blocks production rollout when a workflow violates its safety contract.
3
Agents
4
Tools
3
Skills
1
MCP
A research workflow that gathers competitor signals, checks source quality, extracts positioning patterns, and writes briefs that separate facts from interpretation.
3
Agents
4
Tools
3
Skills
1
MCP
A security workflow that watches alerts, gathers evidence from code and runtime systems, ranks blast radius, and prepares a human-approved remediation plan before any production action.
3
Agents
4
Tools
3
Skills
1
MCP
A finance-aware workflow that inspects subscriptions, invoices, usage limits, and customer requests, then drafts revenue-safe actions for approval.
3
Agents
4
Tools
3
Skills
1
MCP
A launch workflow that coordinates release notes, docs, changelog updates, social copy, customer comms, and post-launch monitoring from one evidence-backed plan.
3
Agents
4
Tools
3
Skills
1
MCP
A data-quality workflow that watches analytics schema changes, validates event health, explains metric drift, and opens owner-ready fixes when instrumentation breaks.
3
Agents
4
Tools
3
Skills
1
MCP
Each one is ready to become an architecture or product board, with explicit permissions, evals, model choices, and approval paths.