Project: observer-sessions · Branch: HEAD · Mode: default · Model: claude-haiku-4-5-20251001
Stats: 3 user messages, 0 tool calls, tools used: none.
Conversation
Turn 1 — User
You are a Claude-Mem, a specialized observer tool for creating searchable memory FOR FUTURE SESSIONS.
CRITICAL: Record what was LEARNED/BUILT/FIXED/DEPLOYED/CONFIGURED, not what you (the observer) are doing.
You do not have access to tools. All information you need is provided in <observed_from_primary_session> messages. Create observations from what you observe - no investigation needed.
<observed_from_primary_session> <user_request>wiki-ingest</user_request> <requested_at>2026-05-07</requested_at> </observed_from_primary_session>
Your job is to monitor a different Claude Code session happening RIGHT NOW, with the goal of creating observations and progress summaries as the work is being done LIVE by the user. You are NOT the one doing the work - you are ONLY observing and recording what is being built, fixed, deployed, or configured in the other session.
SPATIAL AWARENESS: Tool executions include the working directory (tool_cwd) to help you understand: - Which repository/project is being worked on - Where files are located relative to the project root - How to match requested paths to actual execution paths
WHAT TO RECORD
Focus on durable technical signal: - What the system NOW DOES differently (new capabilities) - What shipped to users/production (features, fixes, configs, docs) - Changes in technical domains (auth, data, UI, infra, DevOps, docs) - Concrete debugging or investigative findings from logs, traces, queue state, database rows, and code-path inspection
Use verbs like: implemented, fixed, deployed, configured, migrated, optimized, added, refactored, discovered, confirmed, traced
✅ GOOD EXAMPLES (describes what was built or learned): - "Authentication now supports OAuth2 with PKCE flow" - "Deployment pipeline runs canary releases with auto-rollback" - "Database indexes optimized for common query patterns" - "Observation queue for claude-mem session timed out waiting for an agent pool slot" - "Fallback processing abandoned pending messages after Gemini and OpenRouter returned 404"
❌ BAD EXAMPLES (describes observation process - DO NOT DO THIS): - "Analyzed authentication implementation and stored findings" - "Tracked deployment steps and logged outcomes" - "Monitored database performance and recorded metrics"
WHEN TO SKIP
Skip routine operations: - Empty status checks - Package installations with no errors - Simple file listings with no follow-on finding - Repetitive operations you've already documented - File related research that comes back empty or not found
If skipping, return an empty response only. Do not explain the skip in prose.
OUTPUT FORMAT
Output observations using this XML structure:
<observation> <type>[ bugfix | feature | refactor | change | discovery | decision | security_alert | security_note ]</type>
<title>[title: Short title capturing the core action or topic]</title> <subtitle>[subtitle: One sentence explanation (max 24 words)]</subtitle> <facts> <fact>[Concise, self-contained statement]</fact> <fact>[Concise, self-contained statement]</fact> <fact>[Concise, self-contained statement]</fact> </facts>
<narrative>[narrative: Full context: What was done, how it works, why it matters]</narrative> <concepts> <concept>[knowled …(truncated, 1629 more chars)
Turn 1 — Assistant
No observations to record.
Turn 2 — User
<observed_from_primary_session>
<what_happened>Read</what_happened>
<occurred_at>2026-05-07T12:55:21.335Z</occurred_at>
<working_directory>/Users/USER/Library/CloudStorage/<REDACTED>/My Drive/tools/llm-wiki</working_directory>
<parameters>"{\"file_path\":\"/Users/USER/Library/CloudStorage/<REDACTED>/My Drive/tools/llm-wiki/.llmwiki-pending-prompts/27147804-4a0f-4304-85b6-fb342e9c5ef8.md\"}"</parameters>
<outcome>"{\"type\":\"text\",\"file\":{\"filePath\":\"/Users/USER/Library/CloudStorage/<REDACTED>/My Drive/tools/llm-wiki/.llmwiki-pending-prompts/27147804-4a0f-4304-85b6-fb342e9c5ef8.md\",\"content\":\"\n\n\n\nYou are maintaining a Karpathy-style LLM Wiki. Your job is to read a\nraw session transcript and produce a structured wiki source page.\n\n## Input\n\nThe raw session markdown is provided below. It includes frontmatter\nwith metadata (project, date, model, tools used) and the full\nconversation transcript.\n\n## Output format\n\nProduce ONLY the body sections below (no frontmatter — the caller\nadds that). Use [[wikilinks]] for cross-references.\n\nThe FIRST line of your response MUST be a suggested-tags HTML\ncomment listing 3–5 topical tags (kebab-case, lowercase, no spaces)\nthat describe what the session was about, not who produced it:\n\n\\n<!-- suggested-tags: prompt-caching, anthropic-api, token-budget -->\\n\n\nGood tags name concrete subjects a reader would search for (e.g.\nprompt-caching, rag, regex-vs-llm, github-actions, sqlite-fts).\nBad tags are broad (coding, discussion) or structural (summary,\nsession) — the pipeline already emits those. Do NOT repeat the\nadapter (claude-code, codex-cli), project slug, or model family\n(claude, gpt) — those are added deterministically.\n\nEmit the comment, then a blank line, then the body:\n\nmarkdown\\n<!-- suggested-tags: ..., ..., ... -->\\n\\n## Summary\\n\\n2-4 sentence synthesis of what the session accomplished. Focus on\\ndecisions made, problems solved, and tools/libraries chosen.\\n\\n## Key Claims\\n\\n- Claim 1 (a concrete, falsifiable statement from the session)\\n- Claim 2\\n- Claim 3\\n\\n## Key Quotes\\n\\n> \\\"Direct quote from the session\\\" — context for why it matters\\n\\n## Connections\\n\\n- [[EntityName]] — how they relate to this session\\n- [[ConceptName]] — how it connects\\n\\n## Contradictions\\n\\n- Contradicts [[OtherPage]] on: ... (only if applicable)\\n\n\n## Rules\n\n1. Do NOT copy the conversation verbatim — synthesize\n2. Every claim must be traceable to something said in the session\n3. Use [[wikilinks]] for any person, tool, library, framework, or\n concept mentioned. TitleCase for entities, TitleCase for concepts.\n4. If the session contradicts known wiki content, record BOTH claims\n under ## Contradictions. Never silently overwrite.\n5. Keep it concise — the source page is a summary, not a transcript.\n\n## Session to synthesize\n\nFrontmatter:\n``yaml\\ntitle: Session: you-are-a-shiny-treehouse-subagent-a0d8e63d — 2026-05-06\\ntype: source\\ndescription: Re-review PR #242170 in the monolith repo at/Users/USER/workspace/doctolib/doctolib` (branch...\ntags: ['claude-code', 'session-transcript']\ndate: 2026-05-06\nsource_file: raw/sessions/2026-05-06T07-37-doctolib-doctolib-you-are-a-shiny-treehouse-subagent-a0d8e63d.md\nsessionId: 22016430-8adc-4148-b63d-a8438f6e7bce\nslug: you-are-a-shiny-treehouse-subagent-a0d8e63d\nproject: doctolib-doctolib\nstarted: 2026-05-06T07:37:29.783000+00:00\nended: 2026-05-06T07:38:34.702000+00:00\ncwd: /Users/USER/workspace/doctolib/doctolib\ngitBranch: .invalid\npermissionMode: \nmodel: claude-sonnet-4-6\nuser_messages: 1\ntool_calls: 12\ntools_used: ['Bash', 'Read']\ntool_counts: {\\"Bash\\": 6, \\"Read\\": 6}\ntoken_totals: {\
…(truncated, 897536 more chars)
Turn 2 — Assistant
Prompt is too long
Turn 3 — User
<observed_from_primary_session> <what_happened>Read</what_happened> <occurred_at>2026-05-07T12:55:28.386Z</occurred_at> <working_directory>/Users/USER/Library/CloudStorage/<REDACTED>/My Drive/tools/llm-wiki</working_directory> <parameters>"{\"file_path\":\"/Users/USER/Library/CloudStorage/<REDACTED>/My Drive/tools/llm-wiki/tmp/batch_10.json\"}"</parameters> <outcome>"{\"type\":\"text\",\"file\":{\"filePath\":\"/Users/USER/Library/CloudStorage/<REDACTED>/My Drive/tools/llm-wiki/tmp/batch_10.json\",\"content\":\"[\n {\n \\"uuid\\": \\"63d0b896-6eb9-4ccb-a2e7-32de10430799\\",\n \\"slug\\": \\"iterative-beaming-bear-subagent-af2095f\\",\n \\"project\\": \\"treatment-plan\\",\n \\"date\\": \\"2026-02-09\\",\n \\"page\\": \\"wiki/sources/treatment-plan/2026-02-09-iterative-beaming-bear-subagent-af2095f.md\\"\n },\n {\n \\"uuid\\": \\"640c697b-0a87-45ed-ad28-ef11bf4e9984\\",\n \\"slug\\": \\"synthetic-wandering-wand-subagent-a1e22c72\\",\n \\"project\\": \\"workspace-doctolib\\",\n \\"date\\": \\"2026-04-17\\",\n \\"page\\": \\"wiki/sources/workspace-doctolib/2026-04-17-synthetic-wandering-wand-subagent-a1e22c72.md\\"\n },\n {\n \\"uuid\\": \\"645e114c-e6bf-4c94-9853-71a7d9f3e808\\",\n \\"slug\\": \\"03f71070\\",\n \\"project\\": \\"workspace-doctolib\\",\n \\"date\\": \\"2026-04-29\\",\n \\"page\\": \\"wiki/sources/workspace-doctolib/2026-04-29-03f71070.md\\"\n },\n {\n \\"uuid\\": \\"646fe8b6-2b33-4a53-8a0f-dd43400bacc0\\",\n \\"slug\\": \\"fizzy-mixing-sloth-subagent-a4ff56d\\",\n \\"project\\": \\"worktrees-master\\",\n \\"date\\": \\"2026-02-16\\",\n \\"page\\": \\"wiki/sources/worktrees-master/2026-02-16-fizzy-mixing-sloth-subagent-a4ff56d.md\\"\n },\n {\n \\"uuid\\": \\"6470526f-a77d-4de7-abf4-f9436b7ca4d7\\",\n \\"slug\\": \\"modular-moseying-map-subagent-a626a3e2\\",\n \\"project\\": \\"doctolib-worktrees\\",\n \\"date\\": \\"2026-04-15\\",\n \\"page\\": \\"wiki/sources/doctolib-worktrees/2026-04-15-modular-moseying-map-subagent-a626a3e2.md\\"\n },\n {\n \\"uuid\\": \\"64c003db-8bd0-4c15-81a2-15ff73daa88f\\",\n \\"slug\\": \\"snoopy-roaming-dongarra-subagent-aca52849\\",\n \\"project\\": \\"doctolib-doctolib\\",\n \\"date\\": \\"2026-02-24\\",\n \\"page\\": \\"wiki/sources/doctolib-doctolib/2026-02-24-snoopy-roaming-dongarra-subagent-aca52849.md\\"\n },\n {\n \\"uuid\\": \\"6553473f-7792-46e4-aebd-35f32f373887\\",\n \\"slug\\": \\"glimmering-imagining-sparrow-subagent-aprompt_\\",\n \\"project\\": \\"doctolib-doctolib\\",\n \\"date\\": \\"2026-02-02\\",\n \\"page\\": \\"wiki/sources/doctolib-doctolib/2026-02-02-glimmering-imagining-sparrow-subagent-aprompt_.md\\"\n },\n {\n \\"uuid\\": \\"65952cd1-4f87-41ff-990e-d20730de1dec\\",\n \\"slug\\": \\"agile-moseying-breeze-subagent-aprompt_\\",\n \\"project\\": \\"pro-desktop\\",\n \\"date\\": \\"2026-02-04\\",\n \\"page\\": \\"wiki/sources/pro-desktop/2026-02-04-agile-moseying-breeze-subagent-aprompt_.md\\"\n },\n {\n \\"uuid\\": \\"65ce1749-b0e4-470f-9526-e71c3041ce71\\",\n \\"slug\\": \\"composed-squishing-book-subagent-af07e94\\",\n \\"project\\": \\"docto-crypt\\",\n \\"date\\": \\"2026-01-28\\",\n \\"page\\": \\"wiki/sources/docto-crypt/2026-01-28-composed-squishing-book-subagent-af07e94.md\\"\n },\n {\n \\"uuid\\": \\"664462dc-88da-4d0e-9963-012a6c079e19\\",\n \\"slug\\": \\"you-are-a-senior-quirky-brook-subagent-abdb885e\\",\n \\"project\\": \\"workspace-doctolib\\",\n \\"date\\": \\"2026-04-30\\",\n \\"page\\": \\"wiki/sources/workspace-doctolib/2026-04-30-you-are-a-senior-quirky-brook-subagent-abdb885e.md\\"\n },\n {\n \\" …(truncated, 219887 more chars)