AI standup bot that builds daily briefs from GitHub, GitLab, and Jira

raw = tool(
    GITHUB_CONNECTOR, "github_pull_requests_list",
    identifier, owner=owner, repo=repo, state="open",
)
prs = [
    pr for pr in (raw.get("pull_requests") or [])
    if (pr.get("user") or {}).get("login","").lower()
       == username.lower()
    or (pr.get("assignee") or {}).get("login","").lower()
       == username.lower()
]

raw = tool(GITLAB_CONNECTOR, "gitlab_merge_requests_list",
           identifier, id=project_path, state="opened",
           assignee_id=gitlab_uid)
for mr in raw.get("merge_requests", []):
    p_raw = tool(GITLAB_CONNECTOR, "gitlab_pipelines_list",
                 identifier, id=mr["project_id"],
                 ref=mr["source_branch"], per_page=1)
    pipelines = p_raw.get("pipelines") or []
    mr["pipeline_status"] = (
        pipelines[0]["status"] if pipelines else "unknown"
    )

raw = tool(
    JIRA_CONNECTOR, "jira_issues_search",
    identifier,
    jql=("assignee = currentUser() AND status NOT IN "
         "'Done', 'Closed', 'Resolved', 'Canceled') "
         "ORDER BY updated DESC"),
    maxResults=10,
    fields="summary,status,priority,issuetype,updated",
)
issues = raw.get("issues") or []

digest = build_digest(eng, prs, mrs, issues)
# OPENROUTER_API_KEY set → LLM digest
# otherwise → rule-based formatter (always works)
result = connect.execute_tool(
    tool_name="slack_send_message",
    identifier=engineer_id,
    tool_input={
        "channel": slack_user_id,
        "text": digest,
        "mrkdwn": True,
    },
    connection_name=SLACK_CONNECTOR,
)