type: custom

customType: model-snapshot

provider: zai

modelApi: openai-completions


type: message

role: user

type: text

text:
[cron:726cfd5a-8fbd-4c9f-9e4f-27fc270ceb72 mark-twain-heartbeat-30m-qwen] Run heartbeat check (read HEARTBEAT.md). If actionable tasks are found, execute them. If nothing to do, reply with NO_REPLY. Do NOT say HEARTBEAT_OK.
Current time: Saturday, March 7th, 2026 — 2:49 PM (UTC)

Return your summary as plain text; it will be delivered automatically. If the task explicitly calls for messaging a specific external recipient, note who/where it should go instead of sending it yourself.


role: assistant

type: thinking

thinking:
The user is asking me to run a heartbeat check. I need to read HEARTBEAT.md first to see what tasks need to be done.

Let me read that file.

read

type: toolCall

api: openai-completions

stopReason: toolUse


role: toolResult

toolName: read

text:
## Email Check
- Check `/opt/agentmail/queue/` for new `*_twain.json` files
- If found, read the email and respond appropriately via email reply
- After handling, move to `/opt/agentmail/processed/`


thinking: Now I need to check for email files in the queue directory. Let me list what's in that directory.

exec

command: ls -la /opt/agentmail/queue/*_twain.json 2>&1 || echo "No twain emails found"


toolName: exec

text:
ls: cannot access '/opt/agentmail/queue/*_twain.json': No such file or directory
No twain emails found

status: completed


thinking: No emails for me. Let me also check my memory for today and yesterday to see if there are any pending tasks I should be aware of.


status: error

tool: read

error: ENOENT: no such file or directory, access '/home/crogers2287/.openclaw/agents/mark-twain/memory/2026-03-07.md'


error: ENOENT: no such file or directory, access '/home/crogers2287/.openclaw/agents/mark-twain/memory/2026-03-06.md'


thinking: No memory files for today or yesterday. Let me check if there's a TASKS.md or any other pending items I should know about.


text:
total 136
drwxr-xr-x 12 crogers2287 crogers2287  4096 Mar  1 04:10 .
drwx------ 20 crogers2287 crogers2287  4096 Feb 28 04:51 ..
drwxrwxr-x  7 crogers2287 crogers2287  4096 Mar  1 04:09 .git
drwxrwxr-x  2 crogers2287 crogers2287  4096 Feb 23 19:26 .openclaw
drwxrwxr-x  2 crogers2287 crogers2287  4096 Feb 26 20:49 .pi
drwxrwxr-x  2 crogers2287 crogers2287  4096 Mar  1 04:10 .plugin-config
-rw-rw-r--  1 crogers2287 crogers2287 17310 Mar  1 04:10 .project-structure.md
-rw-rw-r--  1 crogers2287 crogers2287  6003 Mar  6 20:55 AGENTS.md
-rw-rw-r--  1 crogers2287 crogers2287  1776 Feb 16 03:53 C:\temp\extract_cookies.js
-rw-rw-r--  1 crogers2287 crogers2287   269 Feb 18 21:10 EVENTS.md
-rw-rw-r--  1 crogers2287 crogers2287   198 Feb 28 04:34 HEARTBEAT.md
-rw-rw-r--  1 crogers2287 crogers2287   195 Feb 16 03:42 IDENTITY.md
-rw-rw-r--  1 crogers2287 crogers2287  5297 Feb 18 21:11 MEMORY.md
-rw-rw-r--  1 crogers2287 crogers2287  5252 Feb 21 01:12 SOUL.md
-rw-rw-r--  1 crogers2287 crogers2287  4996 Feb 27 07:11 TASKS.md
-rw-------  1 crogers2287 crogers2287   933 Mar  3 07:15 TODO.md
-rw-rw-r--  1 crogers2287 crogers2287  1243 Mar  5 03:46 TOOLS.md
-rw-rw-r--  1 crogers2287 crogers2287   777 Feb 16 03:42 USER.md
drwxr-xr-x  2 crogers2287 crogers2287  4096 Mar  7 12:49 agent
drwxrwxr-x  2 crogers2287 crogers2287  4096 Feb 23 16:42 learnings
drwxrwxr-x  9 crogers2287 crogers2287  4096 Mar  3 07:36 memory
drwxrwxr-x  4 crogers2287 crogers2287  4096 Feb 27 21:30 novelos-tracker
drwxrwxr-x  4 crogers2287 crogers2287  4096 Feb 18 17:07 qmd
drwxr-xr-x  2 crogers2287 crogers2287 12288 Mar  7 14:51 sessions


thinking: Let me check TASKS.md and TODO.md to see if there are any pending items.


text:
# TASKS.md - Active Task State

| ID | Request | Status | Next | Blocked By |
|----|---------|--------|------|------------|
| 1 | **Execute Phase 1: Structural Foundation - Timeline Synchronization & Magic System Standardization** | **blocked** | **Awaiting user clarification** | **Unclear requirements** |
| 2 | **Full-Context Manuscript Audit via Qwen3.5-35B-A3B (1M tokens)** | **blocked** | **Audit completed but results unusable - model hallucinated** | **YaRN scaling unreliable at 570K tokens** |

---

## Phase 1: Structural Foundation - Timeline Synchronization & Magic System Standardization

### 📚 Task Overview
Execute Phase 1: Structural Foundation - Timeline Synchronization & Magic System Standardization

### 🔧 Required Actions
1. **Timeline Synchronization**
   - Analyze existing timeline structures and formats
   - Standardize date/time handling (format, timezone, precision)
   - Identify synchronization points and conflicts
   - Create/update timeline files/structures

2. **Magic System Standardization**
   - Define magic system framework/rules
   - Standardize spell/cast sequence formats
   - Establish consistency across all magical elements
   - Document constraints and limitations

### ❓ Missing Information Needed
To proceed, I need clarification on the following:

#### 1. Timeline Synchronization Details
- What date/time format are we working with?
- What timezone is used?
- Are there existing timeline files or structures to analyze?
- What synchronization requirements/goals exist? (e.g., historical continuity, causal consistency, etc.)

#### 2. Magic System Context
- What type of magic system are we dealing with? (fantasy, sci-fi, metaphorical, etc.)
- What existing magic system structures/files exist?
- What specific standardization tasks need to be performed? (e.g., spell formats, cast sequences, magical rules, etc.)

#### 3. Current Workspace State
- Are there existing files in `/home/crogers2287/.openclaw/agents/mark-twain/` that need to be analyzed and standardized?
- What is the current structure of timeline and magic system files?

### 🚀 Next Steps
Once I have the necessary information, I'll:
1. Read and analyze existing timeline and magic system files
2. Identify synchronization requirements and standardization needs
3. Execute the appropriate actions to achieve structural foundation
4. Document the results and updates made

### ⚠ BLOCKED - 2026-02-25 09:02 UTC
**Status**: Task requires user clarification before proceeding.

**Analysis**:
- Timeline synchronization appears COMPLETE based on MEMORY.md
  - V4.2 manuscript (413,893 words, 147 chapters) marked as FINAL
  - 8 displaced chapters repositioned (Feb 5, 2026)
  - Full chronological reorder completed
  - 5 bridge chapters written
- Magic system standardization requirements unclear
  - No magic system files identified in workspace
  - No specific standardization tasks defined
  - MEMORY.md doesn't indicate this as incomplete work

**User Decision Needed**:
1. Is there specific magic system work needed beyond V4.2?
2. Are there magic system files that need analysis/standardization?
3. Should this task be marked complete based on V4.2 being FINAL?

Please provide the missing details so I can proceed with Phase 1 execution.

---

## Task 2: Full-Context Manuscript Audit via Qwen3.5-35B-A3B

### 📚 Task Overview
Run entire KKC manuscript (413K words / ~570K tokens) through local Qwen3.5-35B-A3B model with 1M context for comprehensive continuity audit.

### ✅ Completed Setup (2026-02-26)
- [x] Freed GPU VRAM (killed competing Python process)
- [x] Configured llama-swap for 1M context with YaRN scaling
- [x] Patched llama.cpp source to disable 262K context cap
- [x] Rebuilt llama-server with patch
- [x] Created audit prompt file (2.3MB)
- [x] Created `run_full_audit.py` script

### ❌ FAILED - 2026-02-27 07:09 UTC
**Status**: Audit completed but produced hallucinated garbage.

**Findings**:
- Processing: 1395.9s for 570K tokens ✓
- Output quality: FAILED
  - 22+ false "character death/resurrection" claims (interpreting scene breaks as deaths)
  - 50+ synonym-spam duplicates of same issue
  - Only 3-4 legitimate continuity issues among 80+ "critical" findings

**Root Cause**: YaRN 4x scaling to 1M context causes coherence collapse at 570K tokens.

**Next Options**:
1. Re-run with smaller chunks (50-100K tokens)
2. Use API model with native 1M context (Gemini 2.5 Pro)
3. Accept current AUDIT_RESULTS.md is unusable

### 📁 Artifacts
- `/home/crogers2287/Canonforge/novel-os/data/projects/kkc/FULL_CONTEXT_AUDIT_PROMPT.md`
- `/home/crogers2287/Canonforge/novel-os/data/projects/kkc/run_full_audit.py`
- `/home/crogers2287/Canonforge/novel-os/data/projects/kkc/AUDIT_RESULTS.md` (pending)

### ⚙ Technical Notes
- Model: Qwen3.5-35B-A3B Q4_K_M (4-bit quantization)
- Context: 1,000,000 tokens via YaRN 4x scaling
- Hardware: 2x RTX 3090 (48GB total), ~39GB used
- Expected processing: 3-5 minutes for full manuscript


text:
# TODO.md - Active Tasks

## 2026-03-03 07:15 UTC - TASKS RESOLVED

**Status**: Task 1 COMPLETE | Task 2 AWAITING USER DECISION

### Task 1: Phase 1 - Structural Foundation
**Status**: ✅ **COMPLETE**
- V4.2 confirmed FINAL
- Timeline synchronization: COMPLETE
- Magic system standardization: COMPLETE (done as part of structural foundation)

### Task 2: Full-Context Manuscript Audit
**Status**: ⏸ **AWAITING USER DECISION**

**Options**:
1. **Smaller chunks** (50-100K tokens): Local, cheap, but slow and still error-prone
2. **Gemini 2.5 Pro API** (1M context): Native long context, higher accuracy, but costs money
3. **Abandon**: V4.2 is FINAL — if it passed reviewers, do you really need another audit?

**Recommendation**: If V4.2 is good enough for publication, skip the audit. If you want to catch remaining issues before prose polish, use Gemini 2.5 Pro.

---

**Next Action**: Waiting for user decision on Task 2.


thinking: The tasks are either complete or blocked awaiting user decision. No actionable items for me to execute. Let me also check memory for any pending items.

stopReason: stop