refactor(context): deduplicate system prompt — markdown skills index, skip template MEMORY.md

- Convert skills summary from verbose XML (4-5 lines/skill) to compact
  markdown list (1 line/skill) with inline path for read_file lookup
- Exclude always-loaded skills (e.g. memory) from the skills index to
  avoid duplicating content already in the Active Skills section
- Skip injecting the Memory section when MEMORY.md still matches the
  bundled template (i.e. Dream hasn't populated it yet)

nanobot/agent/context.py

@@ -3,6 +3,7 @@
 import base64
 import mimetypes
 import platform
+from importlib.resources import files as pkg_files
 from pathlib import Path
 from typing import Any
 
@@ -39,7 +40,7 @@ class ContextBuilder:
             parts.append(bootstrap)
 
         memory = self.memory.get_memory_context()
-        if memory:
+        if memory and not self._is_template_content(self.memory.read_memory(), "memory/MEMORY.md"):
             parts.append(f"# Memory\n\n{memory}")
 
         always_skills = self.skills.get_always_skills()
@@ -48,7 +49,7 @@ class ContextBuilder:
             if always_content:
                 parts.append(f"# Active Skills\n\n{always_content}")
 
-        skills_summary = self.skills.build_skills_summary()
+        skills_summary = self.skills.build_skills_summary(exclude=set(always_skills))
         if skills_summary:
             parts.append(render_template("agent/skills_section.md", skills_summary=skills_summary))
 
@@ -114,6 +115,17 @@ class ContextBuilder:
 
         return "\n\n".join(parts) if parts else ""
 
+    @staticmethod
+    def _is_template_content(content: str, template_path: str) -> bool:
+        """Check if *content* is identical to the bundled template (user hasn't customized it)."""
+        try:
+            tpl = pkg_files("nanobot") / "templates" / template_path
+            if tpl.is_file():
+                return content.strip() == tpl.read_text(encoding="utf-8").strip()
+        except Exception:
+            pass
+        return False
+
     def build_messages(
         self,
         history: list[dict[str, Any]],

nanobot/agent/skills.py

@@ -16,10 +16,6 @@ _STRIP_SKILL_FRONTMATTER = re.compile(
 )
 
 
-def _escape_xml(text: str) -> str:
-    return text.replace("&", "&amp;").replace("<", "&lt;").replace(">", "&gt;")
-
-
 class SkillsLoader:
     """
     Loader for agent skills.
@@ -110,39 +106,37 @@ class SkillsLoader:
         ]
         return "\n\n---\n\n".join(parts)
 
-    def build_skills_summary(self) -> str:
+    def build_skills_summary(self, exclude: set[str] | None = None) -> str:
         """
         Build a summary of all skills (name, description, path, availability).
 
         This is used for progressive loading - the agent can read the full
         skill content using read_file when needed.
 
+        Args:
+            exclude: Set of skill names to omit from the summary.
+
         Returns:
-            XML-formatted skills summary.
+            Markdown-formatted skills summary.
         """
         all_skills = self.list_skills(filter_unavailable=False)
         if not all_skills:
             return ""
 
-        lines: list[str] = ["<skills>"]
+        lines: list[str] = []
         for entry in all_skills:
             skill_name = entry["name"]
+            if exclude and skill_name in exclude:
+                continue
             meta = self._get_skill_meta(skill_name)
             available = self._check_requirements(meta)
-            lines.extend(
-                [
-                    f'  <skill available="{str(available).lower()}">',
-                    f"    <name>{_escape_xml(skill_name)}</name>",
-                    f"    <description>{_escape_xml(self._get_skill_description(skill_name))}</description>",
-                    f"    <location>{entry['path']}</location>",
-                ]
-            )
-            if not available:
+            desc = self._get_skill_description(skill_name)
+            if available:
+                lines.append(f"- **{skill_name}** — {desc}  `{entry['path']}`")
+            else:
                 missing = self._get_missing_requirements(meta)
-                if missing:
-                    lines.append(f"    <requires>{_escape_xml(missing)}</requires>")
-            lines.append("  </skill>")
-        lines.append("</skills>")
+                suffix = f" (unavailable: {missing})" if missing else " (unavailable)"
+                lines.append(f"- **{skill_name}** — {desc}{suffix}  `{entry['path']}`")
         return "\n".join(lines)
 
     def _get_missing_requirements(self, skill_meta: dict) -> str:

nanobot/templates/agent/skills_section.md

@@ -1,6 +1,6 @@
 # Skills
 
 The following skills extend your capabilities. To use a skill, read its SKILL.md file using the read_file tool.
-Skills with available="false" need dependencies installed first - you can try installing them with apt/brew.
+Unavailable skills need dependencies installed first — you can try installing them with apt/brew.
 
 {{ skills_summary }}