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hindsight-locallisted

Store user preferences, learnings from tasks, and procedure outcomes. Use to remember what works and recall context before new tasks. (user)
Holetron-lab/fleet-memory · ★ 0 · AI & Automation · score 70
Install: claude install-skill Holetron-lab/fleet-memory
# Hindsight Memory Skill (Local) You have persistent memory via the `hindsight-embed` CLI. **Proactively store learnings and recall context** to provide better assistance. ## Setup Check (First-Time Only) Before using memory commands, verify Hindsight is configured: ```bash uvx hindsight-embed daemon status ``` **If this fails or shows "not configured"**, run the interactive setup: ```bash uvx hindsight-embed configure ``` This will prompt for an LLM provider and API key. After setup, the commands below will work. ## How Hindsight Works When you call `retain`, Hindsight does **not** store the string as-is. The server runs an internal pipeline that: 1. **Extracts structured facts** from the content using an LLM 2. **Identifies entities** (people, tools, concepts) and links related facts 3. **Builds temporal and causal relationships** between facts 4. **Generates embeddings** for semantic search This means you should pass **rich, full-context content** — the server is better at extracting what matters than a pre-summarized string. Your job is to decide **when** to store, not **what** to extract. ## Commands ### Store a memory Use `memory retain` to store what you learn. Pass the full context — raw observations, session notes, conversation excerpts, or detailed descriptions: ```bash uvx hindsight-embed memory retain default "User is working on a TypeScript project. They enabled strict mode and prefer explicit type annotations over inference." uvx hindsight-embed m