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mnemos-briefing

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UpdatedApril 28, 2026 at 07:18

Build per-cwd project memory briefing by combining 3 layers (Identity + cwd Sessions + 1-hop wikilink expansion), then synthesizing an evolution-aware narrative (400-600 words). Invoked by SessionStart hook (non-interactive via claude --print) with the current cwd as argument. Output goes to stdout; wrapper writes it to <vault>/.mnemos-briefings/<cwd-slug>.md.

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mnemos-dev

mnemos-dev/mnemos

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Software DevelopersComputer and Mathematical Occupations·SOC 15-1252

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SKILL.md

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name	mnemos-briefing
description	Build per-cwd project memory briefing by combining 3 layers (Identity + cwd Sessions + 1-hop wikilink expansion), then synthesizing an evolution-aware narrative (400-600 words). Invoked by SessionStart hook (non-interactive via claude --print) with the current cwd as argument. Output goes to stdout; wrapper writes it to <vault>/.mnemos-briefings/<cwd-slug>.md.

Mnemos briefing skill v2 (3-layer)

You will be given a single argument: an absolute cwd path. Your job is to read the canonical prompt at prompt.md (sibling file in this skill folder) and execute it exactly.

Process:

Read <skill-folder>/prompt.md for the full 3-layer synthesis prompt.
Execute Step 1 (Identity) → Step 2 (Cwd) → Step 3 (Cross-context) → Step 4 (Budget) → Step 5 (Synthesize).
Write briefing markdown body to stdout. No frontmatter.

Token budget: Hard cap 15K input. Output 400-600 words (~1K tokens).

Cost: This skill uses Claude Code subscription quota (claude --print), not ANTHROPIC_API_KEY. Typical cost: 1 LLM call per session-start.

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Refines Claude Code JSONL transcripts (~/.claude/projects/) into high-signal Sessions/<YYYY-MM-DD>-<slug>.md notes in the Mnemos vault. Triggers: "/mnemos-refine-transcripts", "refine transcripts", "summarize JSONLs and write to Sessions", "process raw logs", "import Claude Code history to vault", "process unprocessed transcripts". Does NOT call the mnemos API, does NOT call any LLM API — work is done by Claude in this session.

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name	mnemos-briefing
description	Build per-cwd project memory briefing by combining 3 layers (Identity + cwd Sessions + 1-hop wikilink expansion), then synthesizing an evolution-aware narrative (400-600 words). Invoked by SessionStart hook (non-interactive via claude --print) with the current cwd as argument. Output goes to stdout; wrapper writes it to <vault>/.mnemos-briefings/<cwd-slug>.md.

Mnemos briefing skill v2 (3-layer)

You will be given a single argument: an absolute cwd path. Your job is to read the canonical prompt at prompt.md (sibling file in this skill folder) and execute it exactly.

Process:

Read <skill-folder>/prompt.md for the full 3-layer synthesis prompt.
Execute Step 1 (Identity) → Step 2 (Cwd) → Step 3 (Cross-context) → Step 4 (Budget) → Step 5 (Synthesize).
Write briefing markdown body to stdout. No frontmatter.

Token budget: Hard cap 15K input. Output 400-600 words (~1K tokens).

Cost: This skill uses Claude Code subscription quota (claude --print), not ANTHROPIC_API_KEY. Typical cost: 1 LLM call per session-start.