messages
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[ { "role": "user", "content": "(no browser)\n\n**Decision: a pure function in `src/core/frontend.ts`, consumed by B's loop. NOT a standalone tool by default** (the weak model won't reliably call it), but **also expose it as an optional tool** so the model *can* self-check mid-build — low cost, high upside.\n...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "ts\"`) and confirm via diagnostics that `turn.frontend` was `false`, no design section, no refine round, no lint — proving inertness.\n - Fabrication regression: confirm reality/verify/guess/failure nudges still behave (the refine path adds a normal user turn, so they're unaf...
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[ { "role": "user", "content": "ated Websites in glint-cli\n\n## Recommended architecture\nAssistant: All 4 agents back. Synthesis:\n\n**Diagnosis (why output is \"stupid\"):** harness has heavy anti-fabrication guards but **zero design scaffolding**. Weak text-only model + no design knowledge → GitHub-cloned...
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1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": " model + no design knowledge → GitHub-cloned palettes, ad-hoc font sizes, fake scroll-reveal (`fable-legends-index.html:526` animates on *load* not scroll), motion only in one bolted-on logo widget, no reduced-motion, no animation libs anywhere.\n\n**Fix (beats Fable 5 without ...
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[ { "role": "user", "content": "}\n10\t\n11\texport function listSkills(): Skill[] {\n12\t ensureDirs();\n13\t try {\n14\t return readdirSync(DIRS.skills)\n15\t .filter((f) => f.endsWith(\".md\"))\n16\t .map((f) => loadSkill(f.replace(/\\.md$/, \"\")))\n17\t .filter((s): s is Skill => s !=...
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[ { "role": "user", "content": "* text protocol: the model emits tool calls as sentinel-delimited JSON blocks.\n4\t * Sentinels are chosen to never collide with compound's internal <tool> tags\n5\t * or with markdown code fences.\n6\t */\n7\t\n8\texport const TOOL_OPEN = \"<glint:tool>\";\n9\texport const TOO...
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[ { "role": "user", "content": "round. You will be notified automatically when it completes.\nDo not duplicate this agent's work — avoid working with the same files or topics it is using. Work on non-overlapping tasks, or briefly tell the user what you launched and end your response.\noutput_file: /tmp/claude...
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[ { "role": "user", "content": " on non-overlapping tasks, or briefly tell the user what you launched and end your response.\noutput_file: /tmp/claude-1000/-home-lane-GR/1192b9e9-bd79-48bd-b472-27b3e9c5ab6d/tasks/a4b3e67a203424add.output\nDo NOT Read or tail this file via the shell tool — it is the full subag...
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[ { "role": "user", "content": "ons had empty_nudges, how many rounds, and outcomes. Let me also read the agent.ts source to map nudge logic to line numbers.\nAssistant action: Read {\"file_path\": \"/home/lane/GR/glint-cli/src/core/protocol.ts\"}\nResult: 1\t/**\n2\t * groq/compound does not support custom f...
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[ { "role": "user", "content": "ult: 1\t/**\n2\t * groq/compound does not support custom function calling, so Glint uses a\n3\t * text protocol: the model emits tool calls as sentinel-delimited JSON blocks.\n4\t * Sentinels are chosen to never collide with compound's internal <tool> tags\n5\t * or with markdo...
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[ { "role": "user", "content": "age, type DeltaChannel, type Usage, chat } from \"./groq.ts\";\n4\timport { logger } from \"./logger.ts\";\n5\timport { costFromBreakdown, costFromUsage } from \"./pricing.ts\";\n6\timport { buildSystemPrompt } from \"./prompts.ts\";\n7\timport { formatToolResults, parseToolCal...
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[ { "role": "user", "content": "ranscript.slice(0, 100_000) },\n25\t ],\n26\t { model: SUBAGENT_MODEL, maxTokens: 2048 },\n27\t );\n28\t\n29\t const before = state.messages.length;\n30\t state.messages = [\n31\t {\n32\t role: \"user\",\n33\t content: `[Context was compacted. Summary of t...
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[ { "role": "user", "content": " { role: \"assistant\", content: \"Understood — continuing from that summary.\" },\n36\t ...keepTail,\n37\t ];\n38\t sta\nAssistant action: Read {\"file_path\": \"/home/lane/GR/glint-cli/AGENTS.md\"}\nResult: 1\t# AGENTS.md — Operating Rules for AI Agents in glint-cli\n2\t...
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[ { "role": "user", "content": "E when the underlying model is weak, and where does the \"glint\" harness fall short? Goal is to lift a weak text-only model (groq/compound) to beat a strong model (Fable 5) on general coding tasks through harness/loop architecture alone — NO new model, NO new API keys.\n\nFirs...
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[ { "role": "user", "content": "able 5) on general coding tasks through harness/loop architecture alone — NO new model, NO new API keys.\n\nFirst, ground yourself: read /home/lane/GR/glint-cli/src/core/agent.ts (the runTurn loop, the nudge guards, reviewGoal, runSubagent), src/core/config.ts (the EFFORT_LEVEL...
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[ { "role": "user", "content": "\t const project = opts.subagent ? \"\" : projectContext();\n37\t\n38\t const sections: string[] = [];\n39\t\n40\t sections.push(\n41\t opts.subagent\n42\t ? `You are a Glint subagent — a fast, focused worker spawned by the main Glint age\nAssistant action: Read {\"f...
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[ { "role": "user", "content": "mpound_custom = { tools: { enabled_tools: opts.enabledTools } };\n }\n\n let lastError: unknown;\n for (let attempt = 0; attempt <= MAX_RETRIES; attempt++) {\n if (attempt > 0) {\n const wait = Math.min(2 ** attempt * 1000, 15000);\n logger.warn(\"groq.retry\", ...
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[ { "role": "user", "content": "k — budget them.`);\n=== effort defs ===\nsrc/commands.ts:24: { name: \"effort\", description: \"set effort: low | medium | high | max | ultracode\" },\nsrc/commands.ts:89: const rounds = EFFORT_LEVELS[arg as Effort].maxIterations;\nsrc/core/config.ts:15:export type Effor...
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[ { "role": "user", "content": " = EFFORT_LEVELS[effort].maxIterations;\nsrc/core/agent.ts:390: `Reached the ${effort}-effort limit of ${maxIterations} tool rounds. Say \"continue\" to keep going, or raise /effort.`,\n=== default effort ===\nAssistant action: Agent {\"description\": \"Weak-model prompt eng...
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1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "abricates) toward strong general agentic performance? Goal: out-perform a strong model (Fable 5) via scaffolding alone — no model swap, no new keys.\n\nGround yourself first: read /home/lane/GR/glint-cli/src/core/prompts.ts (the full system prompt incl. the tool-protocol sectio...
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[ { "role": "user", "content": "fs\";\n2\timport { hostname, platform } from \"node:os\";\n3\timport { join } from \"node:path\";\n4\timport { EFFORT_LEVELS, type Effort, VERSION } from \"./config.ts\";\n5\timport { readMemory } from \"./memory.ts\";\n6\timport { TOOL_CLOSE, TOOL_OPEN } from \"./protocol.ts\"...
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[ { "role": "user", "content": "valRequest) => Promise<boolean>;\n16\t onUsage?: (usage: Usage, cost: number) => void;\n17\t onNotice?: (text: string) => void;\n18\t onTodos?: (todos: TodoItem[]) => void;\n19\t}\n20\t\n21\texport interface AgentState {\n22\t messages: ChatMessage[];\n23\t totalUsage: Usa...
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[ { "role": "user", "content": ": Usage;\n24\t lastPromptTokens: number;\n25\t}\n26\t\n27\texport function newAgentState(): AgentState {\n28\t return {\n29\t messages: [],\n30\t totalUsage: { prompt_tokens: 0, completion_tokens: 0, total_tokens: 0 },\n31\t lastPromptTokens: 0,\n32\t };\n33\t}\n34\...
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[ { "role": "user", "content": "wesome-llm-self-reflection: augmented LLM with self reflection · GitHub\",\"url\":\"https://github.com/rxlqn/awesome-llm-self-reflection\"}]\n\nBased on the search results, here's what I found about Reflexion and related self-reflection techniques for LLM agents:\n\n## Reflexio...
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[ { "role": "user", "content": "\n\nBased on the search results, here's what I found on this topic:\n\n## Key Research Findings (2024-2025)\n\n**Tau-Bench and SWE-Bench References:**\nτ-bench is a benchmark for Tool-Agent-User interaction in real-world domains presented at the 2025 \nResult: Web search result...
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[ { "role": "user", "content": "com/article/prompt-engineering-101-understanding-zero-shot-one-shot-and-few-shot\"},{\"title\":\"When “Better” Prompts Hurt: Evaluation-Driven Iteration for LLM Applications A Framework with Reproducible Local Experiments\",\"url\":\"https://arxiv.org/html/2601.22025v1\"},{\"ti...
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[ { "role": "user", "content": "//arxiv.org/html/2603.29231v1\"}\nAssistant action: WebSearch {\"query\": \"self-consistency sampling weak small LLM majority vote accuracy gain reasoning cost tradeoff\"}\nAssistant: Test 1 looks good. Let me verify filesystem independently and read stderr.\nAssistant action: ...
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[ { "role": "user", "content": "persona stability, system prompts, and j\nAssistant: Test 1 passed: file correct, content correct, no nudges. Now Test 2: multi-step edit (create config.json then change a value). This tests edit_file matching.\nAssistant action: Bash {\"command\": \"mkdir -p /tmp/glint-test-02...
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[ { "role": "user", "content": "t decline.\n\nThe mechanism involves **positive error correlation across steps**. When an agent makes an incorrect tool call or forms a wrong hypothesis, it tends to persist in that error rather than recovering. For instance, Qwen3 30B's observed long-horizon pass rate (22.2%) ...
1
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[ { "role": "user", "content": "nt action: Bash {\"command\": \"mkdir -p /tmp/glint-test-03 && cd /tmp/glint-test-03 && timeout 200 bun run /home/lane/GR/glint-cli/src/index.tsx -p \\\"write a python script add.py that prints 1+1 and run it\\\" --yolo 2>/tmp/glint-test-03/stderr.log; echo \\\"EXIT=$?\\\"\", \...
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[ { "role": "user", "content": "\"counteracts instruction fade-out through event-driven system reminders\"—prevents agents from forgetting core constraints mid-execution\n\n## Execution Safety\n- **Explicit reasoning phases**: Forces agents to articulate decisions before acting\n- **Strict safety controls**: ...
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[ { "role": "user", "content": "ML rather than free-form responses.\n\nAdditionally, the researchers found that \"stricter format constraints generally lead to greater performance degradation in reasoning tasks,\" indicating a direct correlation between constraint severity and performance loss.\n\n## Limitati...
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[ { "role": "user", "content": "Any explicit recommendation about separating reasoning from format conversion steps\n\nTo obtain these details, you would need to access the full 18-page paper through the PDF or HTML links provided on the arXiv page.\nAssistant: I have enough to synthesize a strong, well-groun...
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[ { "role": "user", "content": "back:** if exact `count === 0`, retry matching with each line's leading/trailing whitespace stripped for *locating* the region, then replace the original (un-normalized) span. This alone kills the most common (indentation) miss.\n2. **Unique-line-anchor / line-range edit:** acc...
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[ { "role": "user", "content": "prompt for large files.\n\n## 5. Reasoning-channel dedup drops legitimate repeat calls (FREQUENT, HIGH)\n\nagent.ts:261-270. `turnExecuted` is keyed `tool + JSON.stringify(args)` and persists **for the whole turn** (`turnExecuted` is declared once at agent.ts:236, never reset p...
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[ { "role": "user", "content": "constraint 2).\n\n**Fix (minimal):** canonicalize args in the key: `tool + JSON.stringify(args, Object.keys(args).sort())` — apply recursively if args nest. One-line change in both `key` closures (agent.ts:261-262 and agent.ts:100-101).\n\n## 7. Silently dropped blocks give the...
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[ { "role": "user", "content": "ress edit is older than 2 messages → replaced by a lossy summary. The model then either re-reads (cost) or, worse, edits from the summarized memory → `old_string` mismatch (feeds mode #2) or fabrication.\n- The 4000-char per-message truncation (compact.ts:14) silently chops lar...
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[ { "role": "user", "content": "ismatch (feeds mode #2) or fabrication.\n- The 4000-char per-message truncation (compact.ts:14) silently chops large file reads/diffs before summarizing.\n- Auto-compact triggers at `AUTO_COMPACT_THRESHOLD = 90_000` (compact.ts:7) — verify it doesn't fire mid-multi-step edit se...
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[ { "role": "user", "content": "ack + force a *different* approach (`\"That approach failed twice. State a DIFFERENT strategy before acting.\"`).\n2. Bump effort / reasoning budget (raise `maxIterations`, deepen the hint).\n3. Temporarily **raise temperature** for one shot to break out of the deterministic ru...
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[ { "role": "user", "content": " stop.\n```\n\nThis reframes the reasoning channel as productive planning while making the visible block the only thing that counts — directly addressing constraint 2 in AGENTS.md at the prompt level instead of only the loop level.\n\n---\n\n## RANK 3 — Move identity + the 3 mo...
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[ { "role": "user", "content": "ment; the negative-example for fabrication is covered if you add the WRONG block from Rank 1.\n- **Exact text to add** to `## Working style` (replace/augment the existing anti-assume bullet):\n\n```\n- Cite your evidence. When your final answer states a fact about the code, a f...
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[ { "role": "user", "content": "lution.\n\n- **Evidence:** \"More words, less accuracy\"; degradation ~3000 tokens, well below window; \"extra details reduce accuracy, coherence, relevance; models can't filter irrelevant info\" ([Grit Daily](https://gritdaily.com/impact-prompt-length-llm-performance/), [Promp...
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[ { "role": "user", "content": "k 5) so low-effort turns stay lean.\n Net target: keep the always-on system prompt tight, push depth into the effort hint and into the start/end reinforcement rather than the middle.\n\n---\n\n## RANK 7 — Reinforce identity once more at the boundary (persona stability)\n\nPers...
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[ { "role": "user", "content": "mpound` toward strong agentic reliability via scaffolding alone. Ranked by expected reliability impact for this specific model's failure modes. Each item notes evidence, glint's current state, and exact pastable text.\n\nGrounding done: read `/home/lane/GR/glint-cli/src/core/pr...
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[ { "role": "user", "content": "d example) and `/home/lane/GR/glint-cli/src/core/agent.ts` (the loop, salvage, five reactive nudges).\n\n---\n\n## RANK 1 — Add MORE and MORE-DIVERSE few-shot examples (format adherence)\n\nThe single highest-leverage change. glint has exactly ONE worked example (a read→edit→do...
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[ { "role": "user", "content": "der behavior. Let me find those sessions (a141315b = test5, 8794ca53 = test4, c8ea4229 = test3, 843e1988 = test2, before that test1).\nAssistant action: Bash {\"command\": \"cd ~/.glint/diagnostics\\necho \\\"########## TEST 5 (a141315b) failure-recovery ##########\\\"\\ngrep '...
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[ { "role": "user", "content": "LOW — headless ignores default effort, runs as `ultracode`\n- Every headless trace today shows `turn.user … 'effort': 'ultracode'`, despite `config.effort` defaulting to `\"medium\"` (`src/core/config.ts:94`) and `runHeadless` passing `config.effort` (`src/headless.ts:16`). Som...
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[ { "role": "user", "content": "l run. In the worst mined TUI session (`253dc71b`) this degenerated to 42 empty_nudges. The salvage+nudge machinery keeps it from dying, but quota and latency cost is real (Test 6 burned 8 rounds / ~76k tokens for a one-line edit).\n- Root cause: model routinely emits answers o...
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[ { "role": "user", "content": "orrect), and bug-fix-then-prove (Test 5, correct fix `a-b`→`a+b` with passing re-run) all produced correct verified filesystem states. `edit_file` exact-match (`tools.ts:142-166`) worked every time it was given a correct `old_string`; the protocol parser handled all real output...
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[ { "role": "user", "content": "358` (call ordering/exec), `:396-397` (ultracode = no limit); `src/core/tools.ts:142-166` (edit_file), `:367-377` (await_agents); `src/core/protocol.ts:21-36` (parse order); `src/core/config.ts:18-94` (effort levels, default medium); `src/headless.ts:16`. Evidence traces: `~/.g...
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[ { "role": "user", "content": "l surfaced 3 new high-value fixes (call ordering, await_agents hallucination, headless unbounded effort) and confirmed basic file/bash/edit actually *work* when given correct input.\n\nPlan locked: implement my list **minus #8 (thrash detection)**, fold in the empirical critica...
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[ { "role": "user", "content": "tics.ts\";\n3\timport { chat } from \"./groq.ts\";\n4\timport { logger } from \"./logger.ts\";\n5\timport type { AgentState } from \"./agent.ts\";\n6\t\n7\texport const AUTO_COMPACT_THRESHOLD = 90_000;\n8\t\n9\texport async function compactHistory(state: AgentState): Promise<st...
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[ { "role": "user", "content": " await runTurn(state, prompt, config.effort, {\n17\t onAssistantText: (text) => process.stdout.write(text + \"\\n\"),\n18\t onToolStart: (tool, args) => {\n19\t const hint =\n20\t typeof args.command === \"string\"\n21\t ? args.command\n22...
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[ { "role": "user", "content": "turn readFileSync(MEMORY_PATH, \"utf8\").trim();\n10\t } catch {\n11\t return \"\";\n12\t }\n13\t}\n14\t\n15\texport function appendMemory(fact: string): void {\n16\t ensureDirs();\n17\t const stamp = new Date().toISOString().slice(0, 10);\n18\t appendFileSync(MEMORY_PA...
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[ { "role": "user", "content": "80\t const abort = new AbortController();\n381\t abortRef.current = abort;\n382\t try {\n383\t await runTurn(\n384\t stateRef.current,\n385\t text,\n386\t loadConfig().effort,\n387\t {\n388\t onDelta: (d, chan...
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[ { "role": "user", "content": "\\r?\\\\n([\\\\s\\\\S]*?)^[ \\\\t]*>>>(?:glint)?[ \\\\t]*$/gm;\\n\\n// Raw-field fence: a line like `---content---` introduces a verbatim payload\\n// for that arg, ended by the next fence or `---end---`. This is the escape\\n// hatch that lets a weak model deliver code/HTML/JS...
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1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "\\n let out = s.replace(/,(\\\\s*[}\\\\]])/g, \\\"$1\\\");\\n if (!out.includes('\\\"') && out.includes(\\\"'\\\")) out = out.replace(/'/g, '\\\"');\\n return out;\\n}\\n\\nfunction tryParse(s: string): { tool?: string; args?: unknown } | null {\\n try {\\n return JSON.p...
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1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "t re = new RegExp(flexible, \\\"g\\\");\\n for (let m = re.exec(content); m !== null; m \nResult: The file /home/lane/GR/glint-cli/src/core/tools.ts has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant: Now add `cr...
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[ { "role": "user", "content": "istant action: Edit {\"file_path\": \"/home/lane/GR/glint-cli/src/core/tools.ts\", \"new_string\": \" if (opts.allowBackgroundAgents)\\n add({\\n name: \\\"spawn_agent\\\",\", \"old_string\": \" add({\\n name: \\\"spawn_agent\\\",\", \"replace_all\": false}\n...
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[ { "role": "user", "content": "skill saved \\u2014 invoke with /${saved}`;\\n },\\n });\\n\\n add({\\n name: \\\"create_knowledge\\\",\\n description:\\n \\\"Author a reusable DOMAIN KNOWLEDGE block: hard-won expertise (idioms, APIs, design rules, gotchas) that you'll want auto-loaded next ti...
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[ { "role": "user", "content": "nt?: boolean;\n29\t}): string {\n30\t const toolDocs = [...opts.tools.values()]\n31\t .map((t) => `- ${t.name} ${t.args}\\n ${t.description}`)\n32\t .join(\"\\n\");\n33\t const effort = EFFORT_LEVELS[opts.effort];\n34\t const memory = opts.subagent ? \"\" : readMemory...
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[ { "role": "user", "content": "ack)\nAssistant: Now add knowledge-block injection, the evidence-citation rule, and the pinned end-of-prompt critical reminder. Let me see the current tail.\nAssistant action: Read {\"file_path\": \"/home/lane/GR/glint-cli/src/core/prompts.ts\", \"limit\": 45, \"offset\": 128}\...
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[ { "role": "user", "content": "this (writing the result yourself, then continuing as if it ran):\n144\t[you]: ${TOOL_OPEN}\n145\t{\"tool\": \"bash\", \"args\": {\"command\": \"ls\"}}\n146\t${TOOL_CLOSE}\n147\tOutput: file1.ts file2.ts ← FABRICATION. You did not run anything. END after the block and WAIT fo...
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[ { "role": "user", "content": "wledge } from \\\"./knowledge.ts\\\";\\nimport { buildSystemPrompt } from \\\"./prompts.ts\\\";\\nimport { formatToolResults, hasUnparsedToolBlock, parseToolCalls, stripToolBlocks } from \\\"./protocol.ts\\\";\\nimport { type ApprovalRequest, type TodoItem, buildTools, executeT...
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[ { "role": "user", "content": "res creating/editing files or running commands to satisfy it. If the user is just asking a question, asking for analysis, or requesting an explanation — something that can be fully answered in plain text — answer NO. If they explicitly asked to create, write, edit, build, insta...
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[ { "role": "user", "content": "onst knowledge = autoModeRead\nResult: The file /home/lane/GR/glint-cli/src/core/agent.ts has been updated successfully. (file state is current in your context — no need to Read it back)\nAssistant: Now the salvage block — replace inline `key` with `callKey`, apply `orderCalls`...
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[ { "role": "user", "content": " parseToolCalls(res.content);\\n const reasoningCalls = res.reasoning ? parseToolCalls(res.reasoning) : [];\\n const contentKeys = new Set(contentCalls.map(callKey));\\n const novelReasoningCalls = reasoningCalls.filter(\\n (c) => !contentKeys.has(callKey(c)) && !...
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[ { "role": "user", "content": "urn.verify_nudge\", { round });\n380\t logger.warn(\"turn.verify_nudge\", { round });\n381\t continue;\n382\t }\n383\t // Assumption guard: \"illustrative\"/\"typical contents\" answers are\n384\t // fabricated file descriptions. Demand reads of the...
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[ { "role": "user", "content": " \\\"[verification check] You modified a file but haven't confirmed the result. Confirm it the way that fits \nResult: The file /home/lane/GR/glint-cli/src/core/agent.ts has been updated successfully. (file state is current in your context — no need to Read it back)\nAssi...
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1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": " state.messages.push({ role: \"user\", content: formatToolResults(results) });\n457\t }\n458\t\n459\t cb.onNotice?.(\n460\t `Reached the ${effort}-effort limit of ${maxIterations} tool rounds. Say \"continue\" to keep going, or raise /effort.`,\n461\t );\n462\t logger...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": " at a time.\\\",\\n \\\"Before each action, think in your thinking channel: what you know, what you still need, why this next action is right.\\\",\\n \\\"After each result, check it against what you expected before moving on. Verify changes that could break things.\\...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "\\n if (yolo) config.yolo = true;\\n // Backstop: with no human present to hit esc, the unbounded ultracode loop\\n // can run away. Cap one-shot mode to a bounded (but still deep) effort.\\n const effort: Ef\nResult: The file /home/lane/GR/glint-cli/src/headless.ts has bee...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "els();\n137\t const executed = new Set<string>();\nAssistant action: Read {\"file_path\": \"/home/lane/GR/glint-cli/src/core/agent.ts\", \"limit\": 20, \"offset\": 138}\nResult: 138\t let emptyNudged = false;\n139\t for (let i = 0; i < 8; i++) {\n140\t const res = await c...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "glint-cli/src/core/agent.ts\", \"new_string\": \" const res = await chat(messages, { model: subagentModel, signal, enabledTools: [], maxTokens: DEFAULT_MAX_TOKENS });\\n const contentCalls = parseToolCalls(res.content);\\n const reasoningCalls = res.reasoning ? parseTo...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "98b5d8c395741aaa487d7b99be069\"}\n{\"ts\":\"2026-06-13T15:06:31.631Z\",\"session\":\"08d75e6d\",\"type\":\"turn.knowledge\",\"payload\":{\"blocks\":[\"frontend-design\"]},\"prev\":\"22fa8339c192a3355bbc9f1f4a2edea20688bd231c34114a8bda8a724078baed\",\"hash\":\"f8930762fe01d1e208...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": " scroll. It should act like this (dont redesign the UI or add tools). ❯ Based on the new data format, look for effecnt ways to distill, then implement them in a single file distiller. It should distill the traces into https://huggingface…\nReceived 443.4KB (200 OK)\n\n Called ...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "1 shell command\n\nWaiter armed (berrs1bmm). Will report final coverage + verify the dahe deliverables are: clean fable5_cot_merged.full.jsonl + the\n\n\n Ran 1 shell command\n\n● Background command \"Wait for fix2 to exit\" completed (exit code 0)\n\n\nDone. Both deliverables...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "s Groq apply a low default that truncates.)\n return json.dumps({\n\n344/344 now stop. Zero truncated. The lone holdout completed naturally once given the model's full 65K completion budget. Verifying that record + final integrity:\n\n Ran 1 shell command\n\nFixed. The ...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": " height and\n252: // the clipping viewport's height. These drive row-based scrolling — the\n266: // the mouse would let us wire wheel-scroll, but it also stops the terminal\n268: // output. Scrolling is keyboard-only (PgUp/PgDn, shift+↑/↓); copy stays free.\n270: useInput(\...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "\n669\t // hugging the input bar); when content is shorter than the viewport this is\n670\t // positive, pushing the few items down to the bottom. Scrolling up adds rows,\n671\t // sliding the content down so earlier rows come into view, until marginTop\n672\t // hits 0 (to...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "tRows);\n674\t const scrolledUp = Math.min(scrollOffset, maxScroll);\n675\t maxScrollRef.current = maxScroll;\n676\t viewportRowsRef.current = viewportRows;\n677\t const transcriptMarginTop = viewportRows - contentRows + scrolledUp;\n678\t\n679\t return (\n680\t <Box fl...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": " {\n220\t return { done: true, reason: text.replace(/^\\s*YES:?\\s*/i, \"\") };\n221\t }\n222\t return { done: false, reason: text.replace(/^\\s*NO:?\\s*/i, \"\") || \"goal not fully achieved\" };\n223\t}\n224\t\n225\texport async function runTurn(\n226\t state: AgentStat...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "ter(([, t]) => !t.needsApproval))\\n : tools;\", \"old_string\": \" // A pure greeting gets a friendly reply and NO tools at all \\u2014 not even\\n // read-only ones, so the model can't go \\\"investigate\\\" the project on \\\"hi\\\".\\n const casual = isCasualChat(us...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "call (no keyword lists); fail-open to\\n // WRITE if the classifier errors.\\n let autoModeReadOnly = false;\\n let autoModeConversational = false;\\n if (config.auto) {\\n try {\\n const pre = await chat(\\n\nResult: The file /home/lane/GR/glint-cli/src/core/agent....
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "ndex.tsx -p \\\"hi\\\" --yolo 2>/tmp/gchat.err; echo \\\"=== EXIT $? ===\\\"; echo \\\"--- stderr (tool activity?) ---\\\"; cat /tmp/gchat.err; echo \\\"--- knowledge/tool traces for this session? ---\\\"; tail -15 ~/.glint/diagnostics/traces-2026-06-13.jsonl | grep -o '\\\"typ...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "quit\n ↑/↓ — input history, or navigate / suggestions · tab complete · enter run selected\n ctrl+t — expand/collapse thinking · ctrl+a/e/u/w — line editing\n\n Skills become commands: save one and invoke it as /name.\n\n╭──────────────────────────────────────────────────...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "9d8 · /tmp/gchat\n /help for commands · ! for shell · traces stay local (opt out: /no-diagnostics)\n=== scroll indicator? ===\n ⌃ scrolled up · PgDn (or ctrl+f) to return to the latest\nAssistant: PgUp *does* work in tmux — so the bug isn't the keybinding. The real cause: `pus...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": ".item, id: nextId++ };\\n itemsRef.current = [...itemsRef.current, next];\\n setItems(itemsRef.current);\\n // Snap to the bottom ONLY while following. If the user has scrolled up to\\n // read earlier output, leave their position alone \\u2014 otherwise a busy turn...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "t \\u2014 lets the measure effect detect newly\\n // appended rows and hold the scrolled-up view in place as content grows.\\n const prevContentRowsRef = useRef(0);\", \"old_string\": \" // Live copies for the input handler (PgUp/PgDn) \\u2014 state is stale in callbacks.\\n...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "(0, ch - (vh || viewportRows));\\n setScrollOffset((o) => Math.min(newMax, o + grew));\\n }\\n prevContentRowsRef.current = ch;\\n setContentRows(ch);\\n }\\n });\", \"old_string\": \" \nResult: The file /home/lane/GR/glint-cli/src/tui.tsx has been upd...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "\"user\\\\\\\"\\\\|kind: \\\\\\\"user\\\\\\\"\\\" /home/lane/GR/glint-cli/src/tui.tsx | head\", \"description\": \"Find submit handler and user push\"}\nResult: 146: const [scrollOffset, setScrollOffset] = useState(0);\n188: const submitRef = useRef<((text: string) => void) |...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "tsx\\\" && sleep 6 && tmux send-keys -t glint \\\"/help\\\" && tmux send-keys -t glint C-m && sleep 2 && tmux send-keys -t glint PageUp && sleep 1 && echo \\\"=== scrolled up, top line: ===\\\" && tmux capture-pane -t glint -p | head -1 && echo \\\"=== now inject a notice (new ...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "ull top ===\n /sessions — list recent sessions\n /resume — resume a session: /resume <id>\n=== PgUp again, then check indicator ===\n ⌃ scrolled up · PgDn (or ctrl+f) to return to the latest\n✦ glint v1.0.0 · Glint Research · a tiny agent that punches above its weight\nAs...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": ".txt, then tell me what languages exist and write 3 of them to langs.txt\\\" && tmux send-keys -t glint C-m\\nsleep 7 # let the agent start producing tool output\\ntmux send-keys -t glint PageUp && sleep 0.5 && tmux send-keys -t glint PageUp && sleep 1\\necho \\\"### scrolled...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "ne sentence each\\\" && tmux send-keys -t glint C-m\\nsleep 8\\nfor i in 1 2 3 4; do tmux send-keys -t glint PageUp; sleep 0.3; done\\necho \\\"### during-run scrolled up?\\\"; tmux capture-pane -t glint -p | grep -c -i \\\"scrolled up\\\"; echo \\\"top:\\\"; tmux capture-pane ...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "reviewer error — goal kept for next turn\" });\nAssistant: Confirmed — \"retries indefinitely.\" A weak model that can't fully satisfy the reviewer re-answers forever — that's the \"fourth time\" the user saw. Bounding an unbounded retry loop is principled (not benchmaxx). Capp...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "ddressed, no benchmaxxing. tsc clean, builds, runs.\n\n## Fixes\n\n**#3 — \"Hi\" read files** → general 3-way classifier (`CHAT`/`READ`/`WRITE`), model's own judgment, no hardcoded greeting list. `CHAT` → zero tools, so it can't \"investigate\" a greeting. Proven: `\"hi\"` → *\...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "e agent to be lazy.\nAssistant: Right — the goal reviewer exists *because* the weak model gives up early. Capping it just licenses the laziness. Reverting the TUI cap to indefinite.\nAssistant action: Edit {\"file_path\": \"/home/lane/GR/glint-cli/src/tui.tsx\", \"new_string\":...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": " reach your terminal. Need the universal gesture: mouse wheel.\n\nLet me fix the token bleed first — strip discarded prose from *stored* history, keeping only the tool blocks + intent line.\nAssistant action: Read {\"file_path\": \"/home/lane/GR/glint-cli/src/core/agent.ts\", \...
1
1EYE4ALL/Fable-5-traces
[ { "role": "user", "content": "play.\\n let storedContent = res.content;\\n if (calls.length > 0) {\\n const intent = visible\\n .split(\\\"\\\\n\\\")\\n .map((l) => l.trim())\\n .find((l) => l.length > 0);\\n const bloc\nResult: The file /home/lane/GR/glint-cli/src/core/...
1
1EYE4ALL/Fable-5-traces