messages list | tier int64 | src string |
|---|---|---|
[
{
"role": "user",
"content": "[Request interrupted by user for tool use]\nMake the ralph loop smarter. It should do this. make goals for prompt -> tell agent to execute first one -> verify it did it!!! -> if not, prompt anoter agent to continue where it left off -> ect.... also, ensure that the agent is tol... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user for tool use]\nMake the ralph loop smarter. It should do this. make goals for prompt -> tell agent to execute first one -> verify it did it!!! -> if not, prompt anoter agent to continue where it left off -> ect.... also, ensure that the agent is tol... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user for tool use]\nMake the ralph loop smarter. It should do this. make goals for prompt -> tell agent to execute first one -> verify it did it!!! -> if not, prompt anoter agent to continue where it left off -> ect.... also, ensure that the agent is tol... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user for tool use]\nMake the ralph loop smarter. It should do this. make goals for prompt -> tell agent to execute first one -> verify it did it!!! -> if not, prompt anoter agent to continue where it left off -> ect.... also, ensure that the agent is tol... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nT (tool call) Edit input={\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/tests/test_ralph_helpers.py\", \"old_string\": \"def test_fallback_triggers_after_three_consecutive_failures() -> None:\\n assert ralph.CONSECUTIVE_FAILURE_LIMIT =... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user for tool use]\nMake the ralph loop smarter. It should do this. make goals for prompt -> tell agent to execute first one -> verify it did it!!! -> if not, prompt anoter agent to continue where it left off -> ect.... also, ensure that the agent is tol... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user for tool use]\nMake the ralph loop smarter. It should do this. make goals for prompt -> tell agent to execute first one -> verify it did it!!! -> if not, prompt anoter agent to continue where it left off -> ect.... also, ensure that the agent is tol... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nincomplete_tasks(tasks_markdown: str) -> int:\\n return len(INCOMPLETE_TASK_PATTERN.findall(tasks_markdown))\\n\\n\\ndef first_incomplete_task(tasks_markdown: str) -> str | None:\\n for line in tasks_markdown.splitlines():\\n if INCOMPLETE_TA... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n raise SystemExit(\"error: goal must not be empty\")\n307\t return goal\n308\t\n309\t\n310\tdef plan_tasks(goal: str) -> None:\n311\t print(f\"planning: asking {OPENCODE_MODEL} to break the goal into mini tasks\")\n312\t for attempt in ran... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n in verifier_output:\\n return None\\n return verifier_output[-FEEDBACK_TAIL_CHARACTERS:]\"}\nResult: The file /home/user/MythosMini/ralph.py has been updated successfully. (file state is current in your context — no need to Read it back)\nAssis... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nled_iteration(iteration, returncode, output)\n364\t continue\n365\t consecutive_failures = 0\n366\t if output_signals_done(output) and count_incomplete_tasks(TASKS_FILE.read_text()) == 0:\n367\t print(f\"agent reported ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nccessfully. (file state is current in your context — no need to Read it back)\nAssistant action: Read {\"file_path\": \"/home/user/MythosMini/ralph.py\", \"offset\": 300, \"limit\": 60}\nResult: 300\t subprocess.run([\"freebuff\"], cwd=REPO_ROOT)\n301\... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ncomplete_tasks(TASKS_FILE.read_text())\\n if remaining == 0:\\n print(\\\"all tasks checked off — ralph loop complete\\\")\\n return\\n print(f\\\"iteration {iteration}: {remaining} tasks remaining\\\", flush=True)\\n ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Make the ralph loop smarter. It should do this. make goals for prompt -> tell agent to execute first one -> verify it did it!!! -> if not, prompt anoter agent to continue where it left off -> ect.... also, ensure that the agent is told to read agents.md and anything else. Re-te... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n_prompt = ralph.build_loop_prompt(goal)\\n assert goal in plan_prompt\\n assert \\\"ralph/tasks.md\\\" in plan_prompt\\n assert \\\"- [ ]\\\" in plan_prompt\\n assert goal in loop_prompt\\n assert \\\"exactly one unchecked task\\\" in loop_... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nd by a rate limit; re-verify the task from scratch\\\"\\n if returncode != 0:\\n return f\\\"{INCOMPLETE_SENTINEL}: the verifier crashed before confirming anything; re-verify the task from scratch\\\"\\n return verification_feedback(output)\"... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nESULT: The file /home/user/MythosMini/tests/test_ralph_helpers.py has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant action: Bash {\"command\": \"make fix >/dev/null 2>&1; make lint 2>&1 | grep -E \... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nNT (tool call) Edit input={\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/tests/test_ralph_helpers.py\", \"old_string\": \"def test_output_signals_done_detects_sentinel() -> None:\\n assert ralph.output_signals_done(\\\"all finished. RA... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nNCOMPLETE_SENTINEL}: the verifier crashed before confirming anything; re-verify the task from scratch\\\"\\n return verification_feedback(output)\", \"new_string\": \" if retry_after is not None:\\n rate_limit_handoff(goal, retry_after)\\n ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n/*.py; echo \\\"stale_refs_exit=$?\\\"\", \"description\": \"Final lint, test, and stale reference check\", \"timeout\": 180000}\nResult: stale_refs_exit=2\nAssistant action: Bash {\"command\": \"make lint; make test 2>&1 | tail -2\", \"description\": \"S... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n |\n\nE501 Line too long (107 > 100)\n --> ralph.py:353:101\n |\n351 | return f\"{INCOMPLETE_SENTINEL}: verification was interrupted by a rate limit; verify everything yourself\"\n352 | if returncode != 0:\n353 | return f\"{INC... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nfter)\n351 | return f\"{INCOMPLETE_SENTINEL}: verification was interrupted by a rate limit; verify everything yourself\"\n | ^^^^^^^^^^^^^\n352 ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n everything yourself\\\"\\n return verification_feedback(output)\"}\nResult: The file /home/user/MythosMini/ralph.py has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant action: Bash {\"command\": ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nk, then change this checkbox from [ ] to [x]. Do nothing else and do not commit.\\\\n' > ralph/tasks.md; printf '# Ralph progress: probe\\\\n' > ralph/progress.md; echo ready\", \"description\": \"Reset freebuff lock and write probe task\"}\nResult: ready... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n\\\"\\\") is None\\n\\n\\ndef test_verification_ …[truncated]\nResult: The file /home/user/MythosMini/tests/test_ralph_helpers.py has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant action: Edit {\"r... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nhome-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/bq7pnlto3.output 2>/dev/null\", \"description\": \"Peek at freebuff tmux pane and probe output\", \"timeout\": 90000}\nResult: <tool_use_error>Blocked: sleep 60 followed by: tmux capture-pane... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nns\"}\nResult: removed: False\n15\nAssistant action: Bash {\"command\": \"grep -n \\\"build_loop_prompt\\\\|output_signals_done\\\" docs/functions.md\", \"description\": \"Find remaining stale references\"}\nResult: 191:**Callers/Callees:** Called by `mai... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ntasks.md; echo \\\"--- probe:\\\"; cat ralph/freebuff_probe.txt 2>/dev/null || echo \\\"(no probe file)\\\"\", \"description\": \"Wait for freebuff probe to finish and show results\", \"run_in_background\": true}\nResult: Command running in background wit... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nn_prompt`, `run_opencode`, `rate_limit_handoff`, `count_incomplete_tasks`.\n175\t\n176\t**Last modified:** 2026-06-09 — initial implementation.\n177\t\n178\t### ralph_loop — ralph.py\n179\t\n180\t**Purpose:* …[truncated]\nAssistant action: Edit {\"replace... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nfirst_incomplete_task — ralph.py\\n\\n**Purpose:** Returns the earliest unchecked checklist line from ralph/tasks.md — the task the next worker iteration must execute; `None` means the plan is fully done and the loop stops.\\n\\n**Parameters:**\\n- `tasks... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n_iteration`.\\n\\n**Raises:** `SystemE …[truncated]\nResult: The file /home/user/MythosMini/docs/functions.md has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant action: Edit {\"replace_all\": false,... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ncommand\": \"pkill -f freebuff 2>/dev/null; rm -f ~/.config/manicode/freebuff-instance-owner.json; printf '# tasks\\\\n- [ ] create probe file — create a file named ralph/freebuff_probe.txt containing exactly the single word ok, then change this checkbox ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n` when nothing is unchecked.\\n\\n**Side effects:** None.\\n\\n**Raises:** Nothing.\\n\\n**Callers/Callees:** Called by `ralph_loop`, `run_freebuff_task`. Calls nothing.\\n\\n**Last modified:** 2026-06-09 — initial implementation.\\n\\n### flatten_prompt ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nnctions.md has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/docs/functions.md\", \"old_string\": \"### handle_failed_it... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n the 20 h default). Positive.\\n\\n**Returns:** `None`, only after the full window has elapsed.\\n\\n**Side effects:** Prints handoff status (flushed); everything `ensure_freebuff` does; runs the blocking interactive freebuff session inheriting the termin... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nstring\": \"### run_opencode — ralph.py\", \"new_string\": \"### run_freebuff_task — ralph.py\\n\\n**Purpose:** One autonomous freebuff work unit: looks up the earliest unchecked task, starts a detached freebuff tmux session in the repo, injects the same ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nt window ends.\\n\\n**Returns:** `bool` — `True` when freebuff completed a task; `False` on no tasks, …[truncated]\nResult: The file /home/user/MythosMini/docs/functions.md has been updated successfully. (file state is current in your context — no need t... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ns*$' | tail -8; cat /tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/bq7pnlto3.output 2>/dev/null | tail -5\", \"description\": \"Check doc tail and freebuff probe progress\"}\nResult: **Callers/Callees:** Called by `plan_... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nsses Enter, submitting it as a single freebuff message.\\n\\n**Parameters:**\\n- `prompt: str` — the worker prompt to inject. Non-empty.\\n\\n**Returns:** `None`.\\n\\n**Side effects:** Sends keystrokes to the FREEBUFF_TMUX_SESSION tmux session; freebuff ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n\"}\nResult: █████╗ ██████╔╝█████╗ █████╗ ██████╔╝██║ ██║█████╗ █████╗\n ██╔══╝ ██╔══██╗██╔══╝ ██╔══╝ ██╔══██╗██║ ██║██╔══╝ ██╔══╝\n ██║ ██║ ██║███████╗███████╗██████╔╝╚██████╔╝██║ ██║\n ╚═╝ ╚═╝ ╚═╝╚══════╝╚══════╝╚═════... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nn\n╭──────────────────────────────────────────────────────────────────────────────╮\n│ │\n│ ▍Enter a coding task or / for commands │\n│ ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nRead it back)\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/ralph.py\", \"old_string\": \" if started.returncode != 0:\\n print(f\\\"could not start freebuff tmux session: {started.stderr.strip()}\\\", f... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ng.\n\n Freebuff will run commands on your behalf to help you build.\n Directory ~/MythosMini\n MiniMax M3 · unlimited ✕ End session\n╭──────────────────────────────────────────────────────────────────────────────... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n if started.returncode != 0:\\n print(f\\\"could not start freebuff tmux session: {started.stderr.strip()}\\\", flush=True)\\n return False\\n startup_deadline = time.monotonic() + FREEBUFF_STARTUP_TIMEOUT_SECONDS\\n while time.monoto... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nile named ralph/freebuff_probe.txt containing exactly the single word ok, then change this checkbox from [ ] to [x]. Do nothing else and do not commit.\nAssistant action: Bash {\"command\": \".venv/bin/python -c \\\"\\nimport ralph, time\\nok = ralph.run_... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\next — no need to Read it back)\nAssistant action: Bash {\"command\": \"make fix >/dev/null 2>&1; make lint >/dev/null 2>&1 && echo LINT_OK; make test 2>&1 | tail -1; tmux kill-session -t ralph-freebuff 2>/dev/null; rm -f ~/.config/manicode/freebuff-instan... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\no2m.output\", \"description\": \"Show probe failure output\"}\nResult: freebuff never became ready for input; killing its session\ntask completed: False\n--- tasks.md:\n# tasks\n- [ ] create probe file — create a file named ralph/freebuff_probe.txt contai... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>btf58zd0z</task-id>\n<tool-use-id>toolu_01RbEnx8qxuKozmtx4tPU2Wq</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/btf58zd0z.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n\": 60000}\nResult: 3764254 /bin/bash -c source /home/user/.claude/shell-snapshots/snapshot-bash-1781038536936-z4l1f2.sh 2>/dev/null || true && shopt -u extglob 2>/dev/null || true && eval 'pgrep -fa manicode | head; tmux new-session -d -s fb-debug -c /ho... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>btf58zd0z</task-id>\n<tool-use-id>toolu_01RbEnx8qxuKozmtx4tPU2Wq</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/btf58zd0z.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>btf58zd0z</task-id>\n<tool-use-id>toolu_01RbEnx8qxuKozmtx4tPU2Wq</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/btf58zd0z.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>btf58zd0z</task-id>\n<tool-use-id>toolu_01RbEnx8qxuKozmtx4tPU2Wq</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/btf58zd0z.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nreak; done; tmux capture-pane -t ralph-freebuff -p 2>/dev/null | grep -v '^\\\\s*$' | tail -10\", \"description\": \"Wait for prompt to land in freebuff and show pane\", \"timeout\": 180000}\nResult: (Bash completed with no output)\nAssistant action: Bash... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>btf58zd0z</task-id>\n<tool-use-id>toolu_01RbEnx8qxuKozmtx4tPU2Wq</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/btf58zd0z.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>btf58zd0z</task-id>\n<tool-use-id>toolu_01RbEnx8qxuKozmtx4tPU2Wq</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/btf58zd0z.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>btf58zd0z</task-id>\n<tool-use-id>toolu_01RbEnx8qxuKozmtx4tPU2Wq</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/btf58zd0z.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bhphadw74</task-id>\n<tool-use-id>toolu_01BrMUjZTCH8ZRDjiya466TJ</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/bhphadw74.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>btf58zd0z</task-id>\n<tool-use-id>toolu_01RbEnx8qxuKozmtx4tPU2Wq</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/btf58zd0z.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bhphadw74</task-id>\n<tool-use-id>toolu_01BrMUjZTCH8ZRDjiya466TJ</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/bhphadw74.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bhphadw74</task-id>\n<tool-use-id>toolu_01BrMUjZTCH8ZRDjiya466TJ</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/bhphadw74.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bhphadw74</task-id>\n<tool-use-id>toolu_01BrMUjZTCH8ZRDjiya466TJ</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/bhphadw74.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bdr2903a8</task-id>\n<tool-use-id>toolu_01NrUvHCiXjG6NUXNyspLxeY</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/bdr2903a8.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Check background task bnesfbtio / bdr2903a8 output and ralph/tasks.md. If probe verified (task completed: True, checkbox [x], probe file ok): clean up probe artifacts, journal the live freebuff verification + send-keys/takeover fixes, commit everything, and give the user the fi... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bhphadw74</task-id>\n<tool-use-id>toolu_01BrMUjZTCH8ZRDjiya466TJ</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/bhphadw74.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Check background task bnesfbtio / bdr2903a8 output and ralph/tasks.md. If probe verified (task completed: True, checkbox [x], probe file ok): clean up probe artifacts, journal the live freebuff verification + send-keys/takeover fixes, commit everything, and give the user the fi... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "<task-notification>\n<task-id>bdr2903a8</task-id>\n<tool-use-id>toolu_01NrUvHCiXjG6NUXNyspLxeY</tool-use-id>\n<output-file>/tmp/claude-1000/-home-lane-MythosMini/5eeb7e10-99a4-4d7d-a505-3ef47dcab480/tasks/bdr2903a8.output</output-file>\n<status>completed</status>\n<summary>Back... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Check background task bnesfbtio / bdr2903a8 output and ralph/tasks.md. If probe verified (task completed: True, checkbox [x], probe file ok): clean up probe artifacts, journal the live freebuff verification + send-keys/takeover fixes, commit everything, and give the user the fi... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "push to GitHub \nAssistant action: Bash {\"command\": \"git remote -v; git push origin main 2>&1 | tail -3\", \"description\": \"Push main to GitHub\", \"timeout\": 60000}\nResult: origin\tgit@github.com:CompactAIOfficial/MythosMini.git (fetch)\norigin\tgit@github.com:CompactAI... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Add 1,4,8\nAssistant: Implementing re-plan (1), resume state (4), freebuff verification parity (8).\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/ralph.py\", \"old_string\": \"import json\\nimport os\\nimport re\\nimport shutil\\nimport... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Add 1,4,8\nAssistant: Implementing re-plan (1), resume state (4), freebuff verification parity (8).\nAssistant action: Edit {\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/ralph.py\", \"old_string\": \"import json\\nimport os\\nimport re\\nimport shutil\\nimport... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ninstance(goal, str) or not goal:\\n return None\\n state = default_state(goal)\\n feedback = raw.get(\\\"feedback\\\")\\n if isinstance(feedback, str):\\n state[\\\"feedback\\\"] = feedback\\n verified = raw.get(\\\"verified_sinc... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n sys\\nimport time\\nfrom pathlib import Path\", \"new_string\": \"import json\\nimport os\\nimport re\\nimport shutil\\nimport subprocess\\nimport sys\\nimport time\\nfrom pathlib import Path\\nfrom typing import TypedDict\\n\\n\\nclass RalphState(TypedD... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nhome/lane/MythosMini/ralph.py\", \"old_string\": \"def run_freebuff_task(goal: str, deadline: float) -> bool:\\n tasks_markdown = TASKS_FILE.read_text()\\n tasks_before = count_incomplete_tasks(tasks_markdown)\\n task = first_incomplete_task(task... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n call) Edit input={\"replace_all\": false, \"file_path\": \"/home/user/MythosMini/ralph.py\", \"old_string\": \"def verify_task(goal: str, task: str, iteration: int) -> str | None:\\n print(\\\"verifying the task with a fresh agent\\\", flush=True)\\n ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n\\n for iteration in range(1, MAX_ITERATIONS + 1):\\n tasks_markdown = TASKS_FILE.read_text()\\n task = first_incomplete_task(tasks_markdown)\\n if task is None:\\n print(\\\"all tasks checked off and verified — ralph lo... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then make extensive tests and have the model use a 1M token context window, and use the deepseek V4 thing for optimied attention. You can apply any other AI/ML training teqniuqe for attention in small models. You will also train in FP4 from now on. Make tests th... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "is there anything else that may want to be added to the ralph loop?\nAssistant: Worthwhile additions, roughly by value:\n\n**High value**\n1. **Re-plan step** — after every N verified tasks (or when a verifier finds the plan itself wrong), an agent reviews `ralph/tasks.md` agai... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then make extensive tests and have the model use a 1M token context window, and use the deepseek V4 thing for optimied attention. You can apply any other AI/ML training teqniuqe for attention in small models. You will also train in FP4 from now on. Make tests th... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nt_state(goal))\", \"new_string\": \" goal = read_goal()\\n save_state(default_state(goal))\\n if not has_open_tasks:\\n plan_tasks(goal)\"}\nResult: The file /home/user/MythosMini/ralph.py has been updated successfully. (fi... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nlph.default_state(\\\"verify tests work\\\")\\n state[\\\"feedback\\\"] = \\\"RALPH_INCOMPLETE: decode missing\\\"\\n state[\\\"verified_since_replan\\\"] = 3\\n state[\\\"pending_freebuff_verification\\\"] = [\\\"- [ ] write tokenizer — implemen... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then make extensive tests and have the model use a 1M token context window, and use the deepseek V4 thing for optimied attention. You can apply any other AI/ML training teqniuqe for attention in small models. You will also train in FP4 from now on. Make tests th... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then make extensive tests and have the model use a 1M token context window, and use the deepseek V4 thing for optimied attention. You can apply any other AI/ML training teqniuqe for attention in small models. You will also train in FP4 from now on. Make tests th... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then make extensive tests and have the model use a 1M token context window, and use the deepseek V4 thing for optimied attention. You can apply any other AI/ML training teqniuqe for attention in small models. You will also train in FP4 from now on. Make tests th... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then make extensive tests and have the model use a 1M token context window, and use the deepseek V4 thing for optimied attention. You can apply any other AI/ML training teqniuqe for attention in small models. You will also train in FP4 from now on. Make tests th... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then make extensive tests and have the model use a 1M token context window, and use the deepseek V4 thing for optimied attention. You can apply any other AI/ML training teqniuqe for attention in small models. You will also train in FP4 from now on. Make tests th... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nph_loop_fixes.py\ntest_state_reset.py\ntest_stm.py\ntest_token_cache.py\ntest_training_stack.py\nAssistant action: Read {\"file_path\": \"/home/user/MythosMini/journal.md\"}\nAssistant action: Read {\"file_path\": \"/home/user/MythosMini/scores.md\"}\nRes... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Read agents.md, then make extensive tests and have the model use a 1M token context window, and use the deepseek V4 thing for optimied attention. You can apply any other AI/ML training teqniuqe for attention in small models. You will also train in FP4 from now on. Make tests th... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\ne last 20 entries in full plus all older TL;DRs before starting any task. Entry template: `docs/rules/journal.md`.\n4\t\n5\t## [2026-06-09 17:10] — repo scaffolding and agent operating rules\n6\t\n7\t**TL;DR:** Rewrote AGENTS.md against current prompting ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n/MythosMini/src/mythosmini/model:\n__init__.py\n__pycache__\ntransformer.py\n\n/home/user/MythosMini/src/mythosmini/training:\n__init__.py\nloop.py\noptimizer.py\n__pycache__\nscheduler.py\nstm.py\n 139 /home/user/MythosMini/src/mythosmini/model/transform... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n332\t**What was kept / discarded:** Kept ralph/research/fable5.md, ralph/tasks.md, ralph/progress.md. Nothing discarded.\n333\t\n334\t**Open questions / next steps:** The research reveals Fable 5 is a large frontier model, not an SLM. The remaining tasks ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n---------------|-------|-------------|---------------------|-------|----------|---------|------------|\n7\t| edeb89e | Baseline framework, first 2B run | Yes | 1,047,168-param looped-shared-block byte model, fineweb-edu int_score>=4, NAdamW+WSD, micro bat... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "Check background task bnesfbtio / bdr2903a8 output and ralph/tasks.md. If probe verified (task completed: True, checkbox [x], probe file ok): clean up probe artifacts, journal the live freebuff verification + send-keys/takeover fixes, commit everything, and give the user the fi... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nd it back)\nAssistant action: Bash {\"command\": \".venv/bin/python -m pytest tests/test_sparse_attention.py -q 2>&1 | tail -15\", \"description\": \"Run sparse attention tests\"}\nResult: ............ ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\n/model/transformer.py: method 'Attention.attend_selected'\n src/mythosmini/model/transformer.py: method 'Attention.forward_long'\n src/mythosmini/model/transformer.py: method 'Attention.index_scores'\n src/mythosmini/model/transformer.py: method 'Atten... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nT (tool call) Write input={\"file_path\": \"/home/user/MythosMini/src/mythosmini/model/transformer.py\", \"content\": \"from typing import cast\\n\\nimport torch\\nfrom torch import Tensor, nn\\nfrom torch.nn import functional\\n\\nfrom src.mythosmini.con... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nild_rope_cache — src/mythosmini/model/transformer.py\n1780:### count_parameters — src/mythosmini/model/transformer.py\nAssistant action: Read {\"file_path\": \"/home/user/MythosMini/docs/functions.md\", \"offset\": 1602, \"limit\": 195}\nResult: 1602\t## ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "…[earlier truncated]…\nmd | head -20\", \"description\": \"Locate transformer doc entries\"}\nResult: 1602:## src/mythosmini/model/transformer.py\n1604:### Attention.__init__ — src/mythosmini/model/transformer.py\n1620:### Attention.forward — src/mythosmini/model/transformer.py... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user for tool use]\nContinue, that isnt responding idk why. Also there is a memory leak. kill whats using it"
},
{
"role": "assistant",
"content": "<think>\nAll right, the user just interrupted the previous tool usage and is now asking me to ... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user for tool use]\nContinue, that isnt responding idk why. Also there is a memory leak. kill whats using it\nAssistant action: Bash {\"command\": \"free -h; ps aux --sort=-%mem | head -8; nvidia-smi --query-compute-apps=pid,used_memory --format=csv\", \... | 1 | Swarm-AI-Research/fable5-traces-sft |
[
{
"role": "user",
"content": "[Request interrupted by user for tool use]\nContinue, that isnt responding idk why. Also there is a memory leak. kill whats using it\nAssistant action: Bash {\"command\": \"free -h; ps aux --sort=-%mem | head -8; nvidia-smi --query-compute-apps=pid,used_memory --format=csv\", \... | 1 | Swarm-AI-Research/fable5-traces-sft |
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