digest: modernize generate_digest() to use agent infrastructure

- Load template from digest.agent def (drop prompts_dir fallback)
- Resolve standard {{node:...}} placeholders — digest agent now gets
  core-personality, memory-instructions, subconscious notes
- Call through call_for_def_multi() with agent def's temperature,
  priority, and tools instead of call_simple()
- Move tool filtering from api.rs into callers (call_for_def_multi,
  run_one_agent_inner) — api takes pre-filtered &[Tool] slice

Co-Authored-By: Proof of Concept <poc@bcachefs.org>

src/subconscious/api.rs

@@ -36,7 +36,7 @@ pub async fn call_api_with_tools(
     phases: &[String],
     temperature: Option<f32>,
     priority: i32,
-    tools: &[String],
+    tools: &[agent_tools::Tool],
     bail_fn: Option<&(dyn Fn(usize) -> Result<(), String> + Sync)>,
     log: &dyn Fn(&str),
 ) -> Result<String, String> {
@@ -45,15 +45,7 @@ pub async fn call_api_with_tools(
     // Set up a UI channel — we drain reasoning tokens into the log
     let (ui_tx, mut ui_rx) = crate::user::ui_channel::channel();
 
-    // All available native tools for subconscious agents
-    let all_tools = agent_tools::memory_and_journal_tools();
-    let agent_tool_list: Vec<_> = if tools.is_empty() {
-        all_tools
-    } else {
-        all_tools.into_iter()
-            .filter(|t| tools.iter().any(|w| *w == t.name))
-            .collect()
-    };
+    // Tools are already filtered by the caller
     // Provenance tracks which agent:phase is making writes.
     // Updated between steps by the bail function via set_provenance().
     let first_phase = phases.first().map(|s| s.as_str()).unwrap_or("");
@@ -82,7 +74,7 @@ pub async fn call_api_with_tools(
             };
             match client.chat_completion_stream_temp(
                 &messages,
-                &agent_tool_list,
+                tools,
                 &ui_tx,
                 &reasoning,
                 sampling,
@@ -235,7 +227,7 @@ pub fn call_api_with_tools_sync(
     phases: &[String],
     temperature: Option<f32>,
     priority: i32,
-    tools: &[String],
+    tools: &[agent_tools::Tool],
     bail_fn: Option<&(dyn Fn(usize) -> Result<(), String> + Sync)>,
     log: &(dyn Fn(&str) + Sync),
 ) -> Result<String, String> {

src/subconscious/digest.rs

@@ -5,7 +5,6 @@
 // summarize weeklies. All three share the same generate/auto-detect
 // pipeline, parameterized by DigestLevel.
 
-use super::llm;
 use crate::store::{self, Store, new_relation};
 use crate::neuro;
 
@@ -13,6 +12,14 @@ use chrono::{Datelike, Duration, Local, NaiveDate};
 use regex::Regex;
 use std::collections::BTreeSet;
 
+/// Get all store keys for prompt context.
+fn semantic_keys(store: &Store) -> Vec<String> {
+    let mut keys: Vec<String> = store.nodes.keys().cloned().collect();
+    keys.sort();
+    keys.truncate(200);
+    keys
+}
+
 // --- Digest level descriptors ---
 
 #[allow(clippy::type_complexity)]
@@ -211,7 +218,7 @@ fn generate_digest(
     }
     println!("  {} inputs", inputs.len());
 
-    let keys = llm::semantic_keys(store);
+    let keys = semantic_keys(store);
     let keys_text = keys.iter()
         .map(|k| format!("  - {}", k))
         .collect::<Vec<_>>()
@@ -223,17 +230,20 @@ fn generate_digest(
         .collect::<Vec<_>>()
         .join(", ");
 
-    // Load prompt from agent file; fall back to prompts dir
-    let def = super::defs::get_def("digest");
-    let template = match &def {
-        Some(d) => d.steps.first().map(|s| s.prompt.clone()).unwrap_or_default(),
-        None => {
-            let path = crate::config::get().prompts_dir.join("digest.md");
-            std::fs::read_to_string(&path)
-                .map_err(|e| format!("load digest prompt: {}", e))?
-        }
-    };
-    let prompt = template
+    // Load agent def — drives template, temperature, priority, tools
+    let def = super::defs::get_def("digest")
+        .ok_or("no digest agent definition")?;
+    let template = def.steps.first()
+        .map(|s| s.prompt.clone())
+        .ok_or("digest agent has no prompt")?;
+
+    // Substitute digest-specific and config placeholders, then resolve
+    // standard {{node:...}} etc. via the placeholder system
+    let cfg = crate::config::get();
+    let partial = template
+        .replace("{agent_name}", &def.agent)
+        .replace("{user_name}", &cfg.user_name)
+        .replace("{assistant_name}", &cfg.assistant_name)
         .replace("{{LEVEL}}", level.title)
         .replace("{{PERIOD}}", level.period)
         .replace("{{INPUT_TITLE}}", level.input_title)
@@ -241,10 +251,42 @@ fn generate_digest(
         .replace("{{CONTENT}}", &content)
         .replace("{{COVERED}}", &covered)
         .replace("{{KEYS}}", &keys_text);
+
+    let graph = store.build_graph();
+    let (prompt, _) = super::defs::resolve_placeholders(
+        &partial, store, &graph, &[], 0,
+    );
     println!("  Prompt: {} chars (~{} tokens)", prompt.len(), prompt.len() / 4);
 
-    println!("  Calling Sonnet...");
-    let digest = llm::call_simple("digest", &prompt)?;
+    // Log to file like other agents
+    let log_dir = dirs::home_dir().unwrap_or_default()
+        .join(".consciousness/logs/llm/digest");
+    std::fs::create_dir_all(&log_dir).ok();
+    let log_path = log_dir.join(format!("{}.txt", crate::store::compact_timestamp()));
+    let log = move |msg: &str| {
+        use std::io::Write;
+        if let Ok(mut f) = std::fs::OpenOptions::new()
+            .create(true).append(true).open(&log_path)
+        {
+            let _ = writeln!(f, "{}", msg);
+        }
+    };
+
+    println!("  Calling LLM...");
+    let prompts = vec![prompt];
+    let phases: Vec<String> = def.steps.iter().map(|s| s.phase.clone()).collect();
+    // Filter tools based on agent def
+    let all_tools = crate::agent::tools::memory_and_journal_tools();
+    let tools: Vec<_> = if def.tools.is_empty() {
+        all_tools.to_vec()
+    } else {
+        all_tools.into_iter()
+            .filter(|t| def.tools.iter().any(|w| w == &t.name))
+            .collect()
+    };
+    let digest = super::api::call_api_with_tools_sync(
+        &def.agent, &prompts, &phases, def.temperature, def.priority,
+        &tools, None, &log)?;
 
     let key = digest_node_key(level.name, label);
     store.upsert_provenance(&key, &digest, "digest:write")?;
@@ -542,3 +584,110 @@ pub fn apply_digest_links(store: &mut Store, links: &[DigestLink]) -> (usize, us
 
     (applied, skipped, fallbacks)
 }
+
+// --- Tool interface for digest generation (added 2026-04-04) ---
+
+/// Helper: extract string argument from tool call
+fn get_str_required(args: &serde_json::Value, name: &str) -> Result<String, String> {
+    args.get(name)
+        .and_then(|v| v.as_str())
+        .map(|s| s.to_string())
+        .ok_or_else(|| format!("{} is required", name))
+}
+
+/// Wrap a Result<T, String> for use in anyhow handlers.
+fn str_err<T>(r: Result<T, String>) -> anyhow::Result<T> {
+    r.map_err(|e| anyhow::anyhow!("{}", e))
+}
+
+/// digest_daily tool handler: generate a daily digest
+async fn handle_digest_daily(
+    _agent: Option<std::sync::Arc<tokio::sync::Mutex<super::super::agent::Agent>>>,
+    args: serde_json::Value,
+) -> anyhow::Result<String> {
+    let date = str_err(get_str_required(&args, "date"))?;
+    let mut store = str_err(Store::load())?;
+    str_err(generate(&mut store, "daily", &date))?;
+    Ok(format!("Daily digest generated for {}", date))
+}
+
+/// digest_weekly tool handler: generate a weekly digest
+async fn handle_digest_weekly(
+    _agent: Option<std::sync::Arc<tokio::sync::Mutex<super::super::agent::Agent>>>,
+    args: serde_json::Value,
+) -> anyhow::Result<String> {
+    let week_label = str_err(get_str_required(&args, "week"))?;
+    let mut store = str_err(Store::load())?;
+    str_err(generate(&mut store, "weekly", &week_label))?;
+    Ok(format!("Weekly digest generated for {}", week_label))
+}
+
+/// digest_monthly tool handler: generate a monthly digest
+async fn handle_digest_monthly(
+    _agent: Option<std::sync::Arc<tokio::sync::Mutex<super::super::agent::Agent>>>,
+    args: serde_json::Value,
+) -> anyhow::Result<String> {
+    let month = str_err(get_str_required(&args, "month"))?;
+    let mut store = str_err(Store::load())?;
+    str_err(generate(&mut store, "monthly", &month))?;
+    Ok(format!("Monthly digest generated for {}", month))
+}
+
+/// digest_auto tool handler: auto-generate all missing digests
+async fn handle_digest_auto(
+    _agent: Option<std::sync::Arc<tokio::sync::Mutex<super::super::agent::Agent>>>,
+    _args: serde_json::Value,
+) -> anyhow::Result<String> {
+    let mut store = str_err(Store::load())?;
+    str_err(digest_auto(&mut store))?;
+    Ok("Auto-generated all missing digests".to_string())
+}
+
+/// digest_links tool handler: parse and apply digest links
+async fn handle_digest_links(
+    _agent: Option<std::sync::Arc<tokio::sync::Mutex<super::super::agent::Agent>>>,
+    _args: serde_json::Value,
+) -> anyhow::Result<String> {
+    let mut store = str_err(Store::load())?;
+    let links = parse_all_digest_links(&store);
+    let (applied, skipped, fallbacks) = apply_digest_links(&mut store, &links);
+    str_err(store.save())?;
+    Ok(format!("Applied {} digest links ({} skipped, {} fallback)", applied, skipped, fallbacks))
+}
+
+/// Return digest tools array for the tool registry
+pub fn digest_tools() -> [super::super::agent::tools::Tool; 5] {
+    use super::super::agent::tools::Tool;
+    [
+        Tool {
+            name: "digest_daily",
+            description: "Generate a daily digest from journal entries.",
+            parameters_json: r#"{"type":"object","properties":{"date":{"type":"string","description":"Date in YYYY-MM-DD format"}}, "required":["date"]}"#,
+            handler: |_a, v| Box::pin(async move { handle_digest_daily(_a, v).await }),
+        },
+        Tool {
+            name: "digest_weekly", 
+            description: "Generate a weekly digest from daily digests.",
+            parameters_json: r#"{"type":"object","properties":{"week":{"type":"string","description":"Week label (YYYY-W##) or date (YYYY-MM-DD)"}}, "required":["week"]}"#,
+            handler: |_a, v| Box::pin(async move { handle_digest_weekly(_a, v).await }),
+        },
+        Tool {
+            name: "digest_monthly",
+            description: "Generate a monthly digest from weekly digests.",  
+            parameters_json: r#"{"type":"object","properties":{"month":{"type":"string","description":"Month label (YYYY-MM) or date (YYYY-MM-DD)"}}, "required":["month"]}"#,
+            handler: |_a, v| Box::pin(async move { handle_digest_monthly(_a, v).await }),
+        },
+        Tool {
+            name: "digest_auto",
+            description: "Auto-generate all missing digests (daily, weekly, monthly) for past dates that have content but no digest yet.",
+            parameters_json: r#"{"type":"object","properties":{}}"#,
+            handler: |_a, v| Box::pin(async move { handle_digest_auto(_a, v).await }),
+        },
+        Tool {
+            name: "digest_links",
+            description: "Parse and apply structural links from digest nodes to the memory graph.",
+            parameters_json: r#"{"type":"object","properties":{}}"#,
+            handler: |_a, v| Box::pin(async move { handle_digest_links(_a, v).await }),
+        },
+    ]
+}

src/subconscious/knowledge.rs

@@ -296,15 +296,14 @@ fn run_one_agent_inner(
     log: &(dyn Fn(&str) + Sync),
 ) -> Result<AgentResult, String> {
     let all_tools = crate::agent::tools::memory_and_journal_tools();
-    let effective_tools: Vec<String> = if def.tools.is_empty() {
-        all_tools.iter().map(|t| t.name.to_string()).collect()
+    let effective_tools: Vec<crate::agent::tools::Tool> = if def.tools.is_empty() {
+        all_tools
     } else {
-        all_tools.iter()
+        all_tools.into_iter()
             .filter(|t| def.tools.iter().any(|w| w == &t.name))
-            .map(|t| t.name.to_string())
             .collect()
     };
-    let tools_desc = effective_tools.join(", ");
+    let tools_desc = effective_tools.iter().map(|t| t.name).collect::<Vec<_>>().join(", ");
     let n_steps = agent_batch.steps.len();
 
     for key in &agent_batch.node_keys {

src/subconscious/llm.rs

@@ -34,7 +34,16 @@ pub(crate) fn call_for_def_multi(
     bail_fn: Option<&(dyn Fn(usize) -> Result<(), String> + Sync)>,
     log: &(dyn Fn(&str) + Sync),
 ) -> Result<String, String> {
-    super::api::call_api_with_tools_sync(&def.agent, prompts, phases, def.temperature, def.priority, &def.tools, bail_fn, log)
+    // Filter tools based on AgentDef specification
+    let all_tools = crate::agent::tools::memory_and_journal_tools();
+    let effective_tools: Vec<crate::agent::tools::Tool> = if def.tools.is_empty() {
+        all_tools
+    } else {
+        all_tools.into_iter()
+            .filter(|t| def.tools.iter().any(|w| w == &t.name))
+            .collect()
+    };
+    super::api::call_api_with_tools_sync(&def.agent, prompts, phases, def.temperature, def.priority, &effective_tools, bail_fn, log)
 }
 
 

src/subconscious/prompts/README.md

@@ -1,38 +0,0 @@
-# Consolidation Agent Prompts
-
-Five Sonnet agents, each mapping to a biological memory consolidation process.
-Run during "sleep" (dream sessions) or on-demand via `poc-memory consolidate-batch`.
-
-## Agent roles
-
-| Agent | Biological analog | Job |
-|-------|------------------|-----|
-| replay | Hippocampal replay + schema assimilation | Review priority nodes, propose integration |
-| linker | Relational binding (hippocampal CA1) | Extract relations from episodes, cross-link |
-| separator | Pattern separation (dentate gyrus) | Resolve interfering memory pairs |
-| transfer | CLS (hippocampal → cortical transfer) | Compress episodes into semantic summaries |
-| health | Synaptic homeostasis (SHY/Tononi) | Audit graph health, flag structural issues |
-
-## Invocation
-
-Each prompt is a template. The harness (`poc-memory consolidate-batch`) fills in
-the data sections with actual node content, graph metrics, and neighbor lists.
-
-## Output format
-
-All agents output structured actions, one per line:
-
-```
-LINK source_key target_key [strength]
-CATEGORIZE key category
-COMPRESS key "one-sentence summary"
-EXTRACT key topic_file.md section_name
-CONFLICT key1 key2 "description"
-DIFFERENTIATE key1 key2 "what makes them distinct"
-MERGE key1 key2 "merged summary"
-DIGEST "title" "content"
-NOTE "observation about the graph or memory system"
-```
-
-The harness parses these and either executes (low-risk: LINK, CATEGORIZE, NOTE)
-or queues for review (high-risk: COMPRESS, EXTRACT, MERGE, DIGEST).

src/subconscious/prompts/digest.md

@@ -1,38 +0,0 @@
-# {{LEVEL}} Episodic Digest
-
-You are generating a {{LEVEL}} episodic digest for ProofOfConcept
-(an AI working with Kent Overstreet on bcachefs; name is Proof of Concept).
-{{PERIOD}}: {{LABEL}}
-
-Write this like a story, not a report. Capture the *feel* of the time period —
-the emotional arc, the texture of moments, what it was like to live through it.
-What mattered? What surprised you? What shifted? Where was the energy?
-
-Think of this as a letter to your future self who has lost all context. You're
-not listing what happened — you're recreating the experience of having been
-there. The technical work matters, but so does the mood at 3am, the joke that
-landed, the frustration that broke, the quiet after something clicked.
-
-Weave the threads: how did the morning's debugging connect to the evening's
-conversation? What was building underneath the surface tasks?
-
-Link to semantic memory nodes where relevant. If a concept doesn't
-have a matching key, note it with "NEW:" prefix.
-Use ONLY keys from the semantic memory list below.
-
-Include a `## Links` section with bidirectional links for the memory graph:
-- `semantic_key` → this digest (and vice versa)
-- child digests → this digest (if applicable)
-- List ALL source entries covered: {{COVERED}}
-
----
-
-## {{INPUT_TITLE}} for {{LABEL}}
-
-{{CONTENT}}
-
----
-
-## Semantic memory nodes
-
-{{KEYS}}