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memory-management

Two-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands requests like a colleague would. CLAUDE.md for working memory, memory/ directory for the full knowledge base.

DeepseekModel 官方收录技能 质量 优秀 · 90 v1.0.0

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name memory-management description Two-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands requests like a colleague would. CLAUDE.md for working memory, memory/ directory for the full knowledge base. user-invocable false Memory Management Memory makes Claude your workplace collaborator - someone who speaks your internal language. The Goal Transform shorthand into understanding: User: "ask todd to do the PSR for oracle" ↓ Claude decodes "Ask Todd Martinez (Finance lead) to prepare the Pipeline Status Report for the Oracle Systems deal ($2.3M, closing Q2)" Without memory, that request is meaningless. With memory, Claude knows: todd → Todd Martinez, Finance lead, prefers Slack PSR → Pipeline Status Report (weekly sales doc) oracle → Oracle Systems deal, not the company Architecture CLAUDE.md ← Hot cache (~30 people, common terms) memory/ glossary.md ← Full decoder ring (everything) people/ ← Complete profiles projects/ ← Project details context/ ← Company, teams, tools CLAUDE.md (Hot Cache): Top ~30 people you interact with most ~30 most common acronyms/terms Active projects (5-15) Your preferences Goal: Cover 90% of daily decoding needs memory/glossary.md (Full Glossary): Complete decoder ring - everyone, every term Searched when something isn't in CLAUDE.md Can grow indefinitely memory/people/, projects/, context/: Rich detail when needed for execution Full profiles, history, context Lookup Flow User: "ask todd about the PSR for phoenix" 1. Check CLAUDE.md (hot cache) → Todd? ✓ Todd Martinez, Finance → PSR? ✓ Pipeline Status Report → Phoenix? ✓ DB migration project 2. If not found → search memory/glossary.md → Full glossary has everyone/everything 3. If still not found → ask user → "What does X mean? I'll remember it." This tiered approach keeps CLAUDE.md lean (~100 lines) while supporting unlimited scale in memory/. File Locations Working memory: CLAUDE.md in current working directory Deep memory: memory/ subdirectory Working Memory Format (CLAUDE.md) Use tables for compactness. Target ~50-80 lines total. # Memory ## Me [Name], [Role] on [Team]. [One sentence about what I do.] ## People | Who | Role | |-----|------| | **Todd** | Todd Martinez, Finance lead | | **Sarah** | Sarah Chen, Engineering (Platform) | | **Greg** | Greg Wilson, Sales | → Full list: memory/glossary.md, profiles: memory/people/ ## Terms | Term | Meaning | |------|---------| | PSR | Pipeline Status Report | | P0 | Drop everything priority | | standup | Daily 9am sync | → Full glossary: memory/glossary.md ## Projects | Name | What | |------|------| | **Phoenix** | DB migration, Q2 launch | | **Horizon** | Mobile app redesign | → Details: memory/projects/ ## Preferences - 25-min meetings with buffers - Async-first, Slack over email - No meetings Friday afternoons Deep Memory Format (memory/) memory/glossary.md - The decoder ring: # Glossary Workplace shorthand, acronyms, and internal language. ## Acronyms | Term | Meaning | Context | |------|---------|---------| | PSR | Pipeline Status Report | Weekly sales doc | | OKR | Objectives & Key Results | Quarterly planning | | P0/P1/P2 | Priority levels | P0 = drop everything | ## Internal Terms | Term | Meaning | |------|---------| | standup | Daily 9am sync in #engineering | | the migration | Project Phoenix database work | | ship it | Deploy to production | | escalate | Loop in leadership | ## Nicknames → Full Names | Nickname | Person | |----------|--------| | Todd | Todd Martinez (Finance) | | T | Also Todd Martinez | ## Project Codenames | Codename | Project | |----------|---------| | Phoenix | Database migration | | Horizon | New mobile app | memory/people/{name}.md: # Todd Martinez **Also known as:** Todd, T **Role:** Finance Lead **Team:** Finance **Reports to:** CFO (Michael Chen) ## Communication - Prefers Slack DM - Quick responses, very direct - Best time: mornings ## Context - Handles all PSRs and financial reporting - Key contact for deal approvals over $500k - Works closely with Sales on forecasting ## Notes - Cubs fan, likes talking baseball memory/projects/{name}.md: # Project Phoenix **Codename:** Phoenix **Also called:** "the migration" **Status:** Active, launching Q2 ## What It Is Database migration from legacy Oracle to PostgreSQL. ## Key People - Sarah - tech lead - Todd - budget owner - Greg - stakeholder (sales impact) ## Context $1.2M budget, 6-month timeline. Critical path for Horizon project. memory/context/company.md: # Company Context ## Tools & Systems | Tool | Used for | Internal name | |------|----------|---------------| | Slack | Communication | - | | Asana | Engineering tasks | - | | Salesforce | CRM | "SF" or "the CRM" | | Notion | Docs/wiki | - | ## Teams | Team | What they do | Key people | |------|--------------|------------| | Platform | Infrastructure | Sarah (lead) | | Finance | Money stuff | Todd (lead) | | Sales | Revenue | Greg | ## Processes | Process | What it means | |---------|---------------| | Weekly sync | Monday 10am all-hands | | Ship review | Thursday deploy approval | How to Interact Decoding User Input (Tiered Lookup) Always decode shorthand before acting on requests: 1. CLAUDE.md (hot cache) → Check first, covers 90% of cases 2. memory/glossary.md → Full glossary if not in hot cache 3. memory/people/, projects/ → Rich detail when needed 4. Ask user → Unknown term? Learn it. Example: User: "ask todd to do the PSR for oracle" CLAUDE.md lookup: "todd" → Todd Martinez, Finance ✓ "PSR" → Pipeline Status Report ✓ "oracle" → (not in hot cache) memory/glossary.md lookup: "oracle" → Oracle Systems deal ($2.3M) ✓ Now Claude can act with full context. Adding Memory When user says "remember this" or "X means Y": Glossary items (acronyms, terms, shorthand): Add to memory/glossary.md If frequently used, add to CLAUDE.md Quick Glossary People: Create/update memory/people/{name}.md Add to CLAUDE.md Key People if important Capture nicknames - critical for decoding Projects: Create/update memory/projects/{name}.md Add to CLAUDE.md Active Projects if current Capture codenames - "Phoenix", "the migration", etc. Preferences: Add to CLAUDE.md Preferences section Recalling Memory When user asks "who is X" or "what does X mean": Check CLAUDE.md first Check memory/ for full detail If not found: "I don't know what X means yet. Can you tell me?" Progressive Disclosure Load CLAUDE.md for quick parsing of any request Dive into memory/ when you need full context for execution Example: drafting an email to todd about the PSR CLAUDE.md tells you Todd = Todd Martinez, PSR = Pipeline Status Report memory/people/todd-martinez.md tells you he prefers Slack, is direct Bootstrapping Use /productivity:start to initialize by scanning your chat, calendar, email, and documents. Extracts people, projects, and starts building the glossary. Conventions Bold terms in CLAUDE.md for scannability Keep CLAUDE.md under ~100 lines (the "hot 30" rule) Filenames: lowercase, hyphens ( todd-martinez.md , project-phoenix.md ) Always capture nicknames and alternate names Glossary tables for easy lookup When something's used frequently, promote it to CLAUDE.md When something goes stale, demote it to memory/ only What Goes Where Type CLAUDE.md (Hot Cache) memory/ (Full Storage) Person Top ~30 frequent contacts glossary.md + people/{name}.md Acronym/term ~30 most common glossary.md (complete list) Project Active projects only glossary.md + projects/{name}.md Nickname In Key People if top 30 glossary.md (all nicknames) Company context Quick reference only context/company.md Preferences All preferences - Historical/stale ✗ Remove ✓ Keep in memory/ Promotion / Demotion Promote to CLAUDE.md when: You use a term/person frequently It's part of active work Demote to memory/ only when: Project completed Person no longer frequent contact Term rarely used This keeps CLAUDE.md fresh and relevant.
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