feedback, and iterate.
- [/deslop-shared-libs](deslop-shared-libs/SKILL.md): Find worthwhile shared-code extractions in recent work.
- [/devex-review](devex-review/SKILL.md): Live developer experience audit.
- [/diagram](diagram/SKILL.md): Turn an English description
output` field containing the structured JSON from step 2.
### 5. `Code – Generate Slack message`
A short JS snippet turns the JSON into a nicely-formatted Slack block with emojis
Code with Mem0](https://docs.mem0.ai/vibecoding) [Both]: Use when the user is in Claude Code, Cursor, or Windsurf and wants memory wired into their editor.
- [Platform Overview](https://docs.mem0.ai/platform/overview)
fair-code, source-available workflow automation platform that can be self-hosted. Each template is a JSON workflow example that should be reviewed, configured, and tested before use.
## Template Categories
Self-Healing Code](https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/self_healing_code.ipynb): Detect a failure, diagnose it and repair the code.
- [Trace-Based Agent Evaluation](https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/trace_based_agent_evaluation.ipynb): Evaluate an agent from its execution traces
requests, handle flight modifications, cancellations, and lost baggage cases.
https://github.com/user-attachments/assets/b314d75d-7945-4de6-965b-7f21eb14a8bd
**Link to code**: [examples/workflows/workflow_swarm](./examples/workflows/workflow_swarm/)
## Core Components
The following are the building blocks of the mcp-agent framework
Code, Codex, Cursor, Antigravity, OpenCode, Pi, and compatible agents.
- `think`: pressure-test a requirement and produce a decision-complete plan
- `ui`: build or polish a distinctive frontend interface
- `check`: review
research discovery, idea evaluation, paper planning, drafting, polishing, figure design and reconstruction, pre-submission review, and AI-assisted research workflow. Usable as a standalone Chinese curriculum at `handbook
that rewrites its own
architecture -- a different project with a different design, no shared code.
## Core Concepts
- Seed Spec: An immutable YAML specification auto-generated from a Socratic interview. Contains
lets developers interact with Claude directly from the terminal to write, edit, debug, and reviewcode. Unlike IDE plugins, it has full filesystem access, can run shell commands, and works
example `/docs/quickstart/`).
## Product
- [AgentsView](https://agentsview.io/index.md): The system of record for your AI coding agents.
- [The session intelligence loop](https://agentsview.io/guide.md): A nine-stop tour from session capture
committed path as `${steps. .outputs. }`.
- Do not read attempt-only `${step_id.stdout}`, `${step_id.stderr}`, or `${step_id.exit_code}` from potentially reusable producers. This also applies to `${step_id.output. }` and `${step_id.outputs. }`, including their whole-value