using System.Text;
namespace ClawdDotNet.Core.Organisation;
///
/// #683: The "Organisation" section of an agent's system prompt — its unit, its lead, whom it
/// can reach, and what changed recently.
///
/// Why the code writes it and not the agent's own texts. The concept demands
/// that agents are told when they move, and warns: an agent that has to infer its lead from
/// a prompt escalates to the wrong place. A section generated from the tree is always true —
/// a move changes it by itself, for the agent that moved and for both leads.
///
/// Without units there is no section, so instances without a structure keep
/// exactly the prompt they had — and the prompt cache that goes with it.
///
public static class OrgBriefing
{
/// Starts the section; also how an existing chat context finds it to replace it.
public const string Heading = "# Organisation";
/// How long a move or a new colleague is pointed out.
public static readonly TimeSpan RecentChange = TimeSpan.FromDays(7);
private const int MaxDescription = 120;
public static string? For(OrgChart org, string agentId, DateTime nowUtc)
{
if (!org.HasUnits || org.Agent(agentId) is not { } agent)
return null;
var sb = new StringBuilder();
sb.AppendLine(Heading);
var unit = org.UnitOf(agentId);
if (unit is null)
{
sb.AppendLine("You are on the top level of this instance, above all units.");
}
else
{
sb.Append($"You belong to the unit \"{unit.Name}\" ({org.PathOf(unit.Id)})");
if (agent.UnitSinceUtc is { } since)
{
sb.Append($", since {since:yyyy-MM-dd}");
if (nowUtc - since < RecentChange)
sb.Append(" — this is recent: your lead, your colleagues and possibly your tools changed");
}
sb.AppendLine(".");
if (!string.IsNullOrWhiteSpace(unit.Goal))
sb.AppendLine($"Goal of your unit: {unit.Goal.Trim()}");
}
var lead = org.EffectiveLeaderOf(agentId);
if (lead is not null)
sb.AppendLine($"Your lead: {Name(lead)}. Questions, problems and anything outside your unit go to your lead.");
else
sb.AppendLine("There is no lead agent above you. What you cannot decide goes to a human: create a task for @human.");
if (org.LedBy(agentId) is { } led)
{
sb.AppendLine($"You lead the unit \"{led.Name}\". Delegate within it, and hand what goes beyond it to your own lead.");
var subUnits = org.Children(led.Id);
if (subUnits.Count > 0)
{
sb.AppendLine("Its sub-units: " + string.Join("; ", subUnits.Select(u =>
org.LeaderOf(u.Id) is { } l ? $"{u.Name} (lead: {l.AgentId})" : $"{u.Name} (no lead — its members report to you)")) + ".");
}
var joined = org.MembersOf(led.Id)
.Where(m => m.AgentId != agentId && m.UnitSinceUtc is { } s && nowUtc - s < RecentChange)
.ToList();
if (joined.Count > 0)
sb.AppendLine("New in your unit: " + string.Join(", ", joined.Select(m => $"{m.AgentId} since {m.UnitSinceUtc:yyyy-MM-dd}")) + ".");
// The lead that was left is told as well as the one that was joined.
var left = org.Agents
.Where(a => string.Equals(a.PreviousUnitId, led.Id, StringComparison.OrdinalIgnoreCase)
&& a.UnitSinceUtc is { } s && nowUtc - s < RecentChange)
.ToList();
if (left.Count > 0)
sb.AppendLine("Left your unit recently: " + string.Join(", ", left.Select(a =>
$"{a.AgentId} (now in {(org.UnitOf(a.AgentId) is { } u ? u.Name : "the top level")})")) +
". Hand over what is still open with them.");
}
var contacts = org.AddressBook(agentId)
.Where(id => lead is null || !string.Equals(id, lead.AgentId, StringComparison.OrdinalIgnoreCase))
.Select(id => org.Agent(id)!)
.OrderBy(a => a.AgentId, StringComparer.OrdinalIgnoreCase)
.ToList();
if (contacts.Count > 0)
{
sb.AppendLine("You can also reach:");
foreach (var contact in contacts)
sb.AppendLine($"- {Name(contact)}{Describe(contact.Description)}");
}
sb.Append("Agents not named here cannot be reached from your position — go through your lead.");
return sb.ToString();
}
///
/// Replaces the organisation section of a system prompt, appends it, or removes it —
/// leaving everything before it untouched. Existing chat contexts keep their system
/// prompt otherwise (#193); only this section follows the structure.
///
public static string WithSection(string systemPrompt, string? section)
{
var start = systemPrompt.IndexOf("\n\n" + Heading + "\n", StringComparison.Ordinal);
var basePrompt = start >= 0 ? systemPrompt[..start] : systemPrompt;
if (start < 0 && systemPrompt.StartsWith(Heading + "\n", StringComparison.Ordinal))
basePrompt = "";
if (string.IsNullOrWhiteSpace(section))
return basePrompt;
return basePrompt.Length == 0 ? section : basePrompt + "\n\n" + section;
}
private static string Name(Config.AgentConfig agent)
=> string.IsNullOrWhiteSpace(agent.DisplayName) || agent.DisplayName == agent.AgentId
? agent.AgentId
: $"{agent.DisplayName} ({agent.AgentId})";
private static string Describe(string? description)
{
if (string.IsNullOrWhiteSpace(description))
return "";
var line = description.ReplaceLineEndings(" ").Trim();
return " — " + (line.Length > MaxDescription ? line[..MaxDescription] + "…" : line);
}
}