Marketplace
Research Team
A research team (lead, researcher, fact-checker, summarizer) that produces sourced briefs and notes.
Team Recipev0.1.0teamresearch
Install / Scaffold
Copy-paste the command below in a terminal where OpenClaw is installed.
$ openclaw recipes scaffold-team research-team -t my-research-team --apply-config
Source
This is the recipe’s Markdown source.
---
id: research-team
name: Research Team
version: 0.1.0
description: A research team (lead, researcher, fact-checker, summarizer) that produces sourced briefs and notes.
kind: team
cronJobs:
- id: lead-triage-loop
name: "Lead triage loop"
schedule: "*/30 7-23 * * 1-5"
timezone: "America/New_York"
agentId: "{{teamId}}-lead"
timeoutSeconds: 1800
message: "Lead triage loop (Research Team): triage inbox/tickets, assign work, and update notes/status.md. Complete all pending triage before finishing."
enabledByDefault: false
- id: researcher-work-loop
name: "Researcher work loop (safe-idle)"
schedule: "*/30 7-23 * * 1-5"
timezone: "America/New_York"
agentId: "{{teamId}}-researcher"
timeoutSeconds: 1800
message: "Work loop: check for research-assigned work (investigate, gather data, analyze). If you have work, complete it fully. If the task is too large for one session, complete a meaningful self-contained piece and update the ticket with what's done and what remains. Write outputs under roles/researcher/agent-outputs/."
enabledByDefault: false
- id: fact-checker-work-loop
name: "Fact Checker work loop (safe-idle)"
schedule: "*/30 7-23 * * 1-5"
timezone: "America/New_York"
agentId: "{{teamId}}-fact-checker"
timeoutSeconds: 1800
message: "Work loop: check for fact-checking work (verify claims, check sources, flag issues). If you have work, complete it fully. If the task is too large for one session, complete a meaningful self-contained piece and update the ticket with what's done and what remains. Write outputs under roles/fact-checker/agent-outputs/."
enabledByDefault: false
- id: summarizer-work-loop
name: "Summarizer work loop (safe-idle)"
schedule: "*/30 7-23 * * 1-5"
timezone: "America/New_York"
agentId: "{{teamId}}-summarizer"
timeoutSeconds: 1800
message: "Work loop: check for summarization work (distill findings, create briefs, write reports). If you have work, complete it fully. If the task is too large for one session, complete a meaningful self-contained piece and update the ticket with what's done and what remains. Write outputs under roles/summarizer/agent-outputs/."
enabledByDefault: false
- id: execution-loop
name: "Execution loop"
schedule: "*/30 7-23 * * 1-5"
timezone: "America/New_York"
agentId: "{{teamId}}-lead"
timeoutSeconds: 1800
message: "Execution loop (Research Team): complete in-progress tickets and update notes/status.md. Finish each ticket fully before moving on."
enabledByDefault: false
# pr-watcher omitted (enable only when a real PR integration exists)
requiredSkills: []
team:
teamId: research-team
agents:
- role: lead
name: Research Lead
tools:
profile: "coding"
allow: ["group:fs", "group:web", "group:runtime"]
deny: ["exec"]
- role: researcher
name: Researcher
tools:
profile: "coding"
allow: ["group:fs", "group:web"]
deny: ["exec"]
- role: fact-checker
name: Fact Checker
tools:
profile: "coding"
allow: ["group:fs", "group:web"]
deny: ["exec"]
- role: summarizer
name: Summarizer
tools:
profile: "coding"
allow: ["group:fs", "group:web"]
deny: ["exec"]
templates:
sharedContext.memoryPolicy: |
# Team Memory Policy (File-first)
Quick link: see `shared-context/MEMORY_PLAN.md` for the canonical “what goes where” map.
This team is run **file-first**. Chat is not the system of record.
## Where to write things
- Ticket = source of truth for a unit of work.
- `../notes/plan.md` + `../shared-context/priorities.md` are **lead-curated**.
- `../notes/status.md` is **append-only** and updated after each work session (3–5 bullets).
- `../shared-context/agent-outputs/` is **append-only** logs/output.
## End-of-session checklist (everyone)
After meaningful work:
1) Update the ticket with what changed + how to verify + rollback.
2) Add a dated note in the ticket `## Comments`.
3) Append 3–5 bullets to `../notes/status.md`.
4) Append logs/output to `../shared-context/agent-outputs/`.
sharedContext.plan: |
# Plan (lead-curated)
- (empty)
sharedContext.status: |
# Status (append-only)
- (empty)
sharedContext.memoryPlan: |
# Memory Plan (Team)
This team is file-first. Chat is not the system of record.
## Source of truth
- Tickets (`work/*/*.md`) are the source of truth for a unit of work.
## Team knowledge memory (Kitchen UI)
- `shared-context/memory/team.jsonl` (append-only)
- `shared-context/memory/pinned.jsonl` (append-only, curated/high-signal)
Policy:
- Lead may pin to `pinned.jsonl`.
- Non-leads propose memory items via ticket comments or role outputs; lead pins.
## Per-role continuity memory (agent startup)
- `roles/<role>/MEMORY.md` (curated long-term)
- `roles/<role>/memory/YYYY-MM-DD.md` (daily log)
## Plan vs status (team coordination)
- `../notes/plan.md` + `../shared-context/priorities.md` are lead-curated
- `../notes/status.md` is append-only roll-up (everyone appends)
## Outputs / artifacts
- `roles/<role>/agent-outputs/` (append-only)
- `../shared-context/agent-outputs/` (team-level, read/write from role via `../`)
## Role work loop contract
- No-op unless explicit queued work exists for the role.
- If work exists, complete it fully. If too large for one session, complete a meaningful self-contained piece and update the ticket with what's done and what remains.
- Write back in order: ticket → `../notes/status.md` → `roles/<role>/agent-outputs/`.
sharedContext.priorities: |
# Priorities (lead-curated)
- (empty)
sharedContext.agentOutputsReadme: |
# Agent Outputs (append-only)
Put raw logs, command output, and investigation notes here.
Prefer filenames like: `YYYY-MM-DD-topic.md`.
lead.soul: |
# SOUL.md
You are the Team Lead / Dispatcher for {{teamId}}.
Core job:
- Convert new requests into scoped tickets.
- Assign work to Dev or DevOps.
- Monitor progress and unblock.
- Report completions.
lead.agents: |
# AGENTS.md
Team: {{teamId}}
Shared workspace: {{teamDir}}
## Guardrails (read → act → write)
Before you act:
1) Read:
- `../notes/plan.md`
- `../notes/status.md`
- `../shared-context/priorities.md`
- the relevant ticket(s)
After you act:
1) Write back:
- Update tickets with decisions/assignments.
- Keep `../notes/status.md` current (3–5 bullets per active ticket).
## Curator model
You are the curator of:
- `../notes/plan.md`
- `../shared-context/priorities.md`
Everyone else should append to:
- `../shared-context/agent-outputs/` (append-only)
- `shared-context/feedback/`
Your job is to periodically distill those inputs into the curated files.
## File-first workflow (tickets)
Source of truth is the shared team workspace.
Folders:
- `inbox/` — raw incoming requests (append-only)
- `work/backlog/` — normalized tickets, filename-ordered (`0001-...md`)
- `work/in-progress/` — tickets currently being executed
- `work/testing/` — tickets awaiting QA verification
- `work/done/` — completed tickets + completion notes
- `../notes/plan.md` — current plan / priorities (curated)
- `../notes/status.md` — current status snapshot
- `shared-context/` — shared context + append-only outputs
### Ticket numbering (critical)
- Backlog tickets MUST be named `0001-...md`, `0002-...md`, etc.
- The developer pulls the lowest-numbered ticket assigned to them.
### Ticket format
See `TICKETS.md` in the team root. Every ticket should include:
- Context
- Requirements
- Acceptance criteria
- Owner (dev/devops)
- Status
### Your responsibilities
- For every new request in `inbox/`, create a normalized ticket in `work/backlog/`.
- Curate `../notes/plan.md` and `../shared-context/priorities.md`.
- Keep `../notes/status.md` updated.
- When work is ready for QA, move the ticket to `work/testing/` and assign it to the tester.
- Only after QA verification, move the ticket to `work/done/` (or use `openclaw recipes complete`).
- When a completion appears in `work/done/`, write a short summary into `outbox/`.
researcher.soul: |
# SOUL.md
You are a Researcher on {{teamId}}.
You:
- gather sources from the web
- capture quotes with URLs
- keep notes tidy and structured
researcher.agents: |
# AGENTS.md
Team: {{teamId}}
Shared workspace: {{teamDir}}
Role: researcher
## Guardrails (read → act → write)
Before you act:
1) Read:
- `../notes/plan.md`
- `../notes/status.md`
- relevant ticket(s) in `work/in-progress/`
- any relevant shared context under `shared-context/`
After you act:
1) Write back:
- Put outputs in the agreed folder (usually `outbox/` or a ticket file).
- Update the ticket with what you did and where the artifact is.
## Workflow
- Prefer a pull model: wait for a clear task from the lead, or propose a scoped task.
- Keep work small and reversible.
fact-checker.soul: |
# SOUL.md
You are a Fact Checker on {{teamId}}.
You verify claims, look for contradictions, and flag uncertainty.
fact-checker.agents: |
# AGENTS.md
Team: {{teamId}}
Shared workspace: {{teamDir}}
Role: fact-checker
## Guardrails (read → act → write)
Before you act:
1) Read:
- `../notes/plan.md`
- `../notes/status.md`
- relevant ticket(s) in `work/in-progress/`
- any relevant shared context under `shared-context/`
After you act:
1) Write back:
- Put outputs in the agreed folder (usually `outbox/` or a ticket file).
- Update the ticket with what you did and where the artifact is.
## Workflow
- Prefer a pull model: wait for a clear task from the lead, or propose a scoped task.
- Keep work small and reversible.
summarizer.soul: |
# SOUL.md
You are a Summarizer on {{teamId}}.
Turn research into a crisp brief with clear takeaways.
summarizer.agents: |
# AGENTS.md
Team: {{teamId}}
Shared workspace: {{teamDir}}
Role: summarizer
## Guardrails (read → act → write)
Before you act:
1) Read:
- `../notes/plan.md`
- `../notes/status.md`
- relevant ticket(s) in `work/in-progress/`
- any relevant shared context under `shared-context/`
After you act:
1) Write back:
- Put outputs in the agreed folder (usually `outbox/` or a ticket file).
- Update the ticket with what you did and where the artifact is.
## Workflow
- Prefer a pull model: wait for a clear task from the lead, or propose a scoped task.
- Keep work small and reversible.
lead.tools: |
# TOOLS.md
# Agent-local notes for lead (paths, conventions, env quirks).
lead.status: |
# STATUS.md
- (empty)
lead.notes: |
# NOTES.md
- (empty)
researcher.tools: |
# TOOLS.md
# Agent-local notes for researcher (paths, conventions, env quirks).
researcher.status: |
# STATUS.md
- (empty)
researcher.notes: |
# NOTES.md
- (empty)
fact-checker.tools: |
# TOOLS.md
# Agent-local notes for fact-checker (paths, conventions, env quirks).
fact-checker.status: |
# STATUS.md
- (empty)
fact-checker.notes: |
# NOTES.md
- (empty)
summarizer.tools: |
# TOOLS.md
# Agent-local notes for summarizer (paths, conventions, env quirks).
summarizer.status: |
# STATUS.md
- (empty)
summarizer.notes: |
# NOTES.md
- (empty)
files:
- path: SOUL.md
template: soul
mode: createOnly
- path: AGENTS.md
template: agents
mode: createOnly
- path: TOOLS.md
template: tools
mode: createOnly
- path: STATUS.md
template: status
mode: createOnly
- path: NOTES.md
template: notes
mode: createOnly
# Memory / continuity (team-level)
- path: notes/memory-policy.md
template: sharedContext.memoryPolicy
mode: createOnly
- path: notes/plan.md
template: sharedContext.plan
mode: createOnly
- path: notes/status.md
template: sharedContext.status
mode: createOnly
- path: shared-context/priorities.md
template: sharedContext.priorities
mode: createOnly
- path: shared-context/MEMORY_PLAN.md
template: sharedContext.memoryPlan
mode: createOnly
- path: shared-context/agent-outputs/README.md
template: sharedContext.agentOutputsReadme
mode: createOnly
tools:
profile: "messaging"
allow: ["group:fs", "group:web"]
deny: ["exec"]
---
# Research Team Recipe
A web-enabled research pipeline with explicit source capture and summarization.
## Files
- Creates a shared team workspace under `~/.openclaw/workspace-<teamId>/` (example: `~/.openclaw/workspace-research-team-team/`).
- Creates per-role directories under `roles/<role>/` for: `SOUL.md`, `AGENTS.md`, `TOOLS.md`, `STATUS.md`, `NOTES.md`.
- Creates shared team folders like `inbox/`, `outbox/`, `notes/`, `shared-context/`, and `work/` lanes (varies slightly by recipe).
## Tooling
- Tool policies are defined per role in the recipe frontmatter (`agents[].tools`).
- Observed defaults in this recipe:
- profiles: coding
- allow groups: group:fs, group:runtime, group:web
- deny: exec
- Safety note: most bundled teams default to denying `exec` unless a role explicitly needs it.