[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6AD3S89TGF74S7MK4K5CGC7":3,"skill-same:01M6AD3S89TGF74S7MK4K5CGC7":100},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":16,"sourceHtmlUrl":17,"categories":18,"keywords":19,"publishedAt":26,"linkOnly":27,"markdownContent":28,"markdownBody":29,"frontMatter":30,"refName":38,"commitSha":39,"skillDirectory":40,"forksCount":41,"repositoryHtmlUrl":42,"repositoryHomepageUrl":6,"ownerHtmlUrl":43,"ownerBlogUrl":44,"ownerDescription":6,"updatedAt":45,"install":46,"resources":59},"01M6AD3S89TGF74S7MK4K5CGC7","workplace-memory-management",null,"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\u002F directory for the full knowledge base.","Significant-Gravitas\u002Fskills-catalog","Significant-Gravitas","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F130738209?v=4","01M6AC83EPDGBFN19MWYRREJD0","AutoGPT","01M6ACEY98TKHDWJH0B93PHNMG",2,"Apache-2.0","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fworkplace-memory-management\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fworkplace-memory-management\u002FSKILL.md",[],[20,21,22,23,24,25],"memory","workplace memory management","directory","github","https","plugins","2026-11-10 10:12:30",false,"---\nname: workplace-memory-management\ndescription: 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\u002F directory for the full knowledge base.\nuser-invocable: false\nlicense: Apache-2.0\nmetadata:\n  author: Anthropic and upstream contributors\n  source: anthropics\u002Fknowledge-work-plugins\u002Fproductivity\u002Fskills\u002Fmemory-management\n  source_url: https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Fblob\u002F1c7187c4fc17feefa6cde39517f12dae1249e6c4\u002Fproductivity\u002Fskills\u002Fmemory-management\u002FSKILL.md\n  upstream-commit: 1c7187c4fc17feefa6cde39517f12dae1249e6c4\n  original-name: memory-management\n  packaged-by: AutoGPT\n  packaged-on: '2026-09-25'\n---\n\n> Packaging adaptation by AutoGPT, 2026-09-25. Original authorship and licence are retained. Changes are limited to the recorded name, metadata and file references; see ATTRIBUTION.md in this skill package.\n\n\n**Package resources:** The original companion guidance is bundled here: [task-management](references\u002Ftask-management.md), [start](references\u002Fstart.md), [update](references\u002Fupdate.md). The dashboard source is `assets\u002Fdashboard.html` in this skill package. Native `\u002Fproductivity:start` and `\u002Fproductivity:update` command references remain unchanged; this package does not register those commands. All workflows must use the same persistent working directory for their task and memory state.\n\n# Memory Management\n\nMemory makes Claude your workplace collaborator - someone who speaks your internal language.\n\n## The Goal\n\nTransform shorthand into understanding:\n\n```\nUser: \"ask todd to do the PSR for oracle\"\n              ↓ Claude decodes\n\"Ask Todd Martinez (Finance lead) to prepare the Pipeline Status Report\n for the Oracle Systems deal ($2.3M, closing Q2)\"\n```\n\nWithout memory, that request is meaningless. With memory, Claude knows:\n- **todd** → Todd Martinez, Finance lead, prefers Slack\n- **PSR** → Pipeline Status Report (weekly sales doc)\n- **oracle** → Oracle Systems deal, not the company\n\n## Architecture\n\n```\nCLAUDE.md          ← Hot cache (~30 people, common terms)\nmemory\u002F\n  glossary.md      ← Full decoder ring (everything)\n  people\u002F          ← Complete profiles\n  projects\u002F        ← Project details\n  context\u002F         ← Company, teams, tools\n```\n\n**CLAUDE.md (Hot Cache):**\n- Top ~30 people you interact with most\n- ~30 most common acronyms\u002Fterms\n- Active projects (5-15)\n- Your preferences\n- **Goal: Cover 90% of daily decoding needs**\n\n**memory\u002Fglossary.md (Full Glossary):**\n- Complete decoder ring - everyone, every term\n- Searched when something isn't in CLAUDE.md\n- Can grow indefinitely\n\n**memory\u002Fpeople\u002F, projects\u002F, context\u002F:**\n- Rich detail when needed for execution\n- Full profiles, history, context\n\n## Lookup Flow\n\n```\nUser: \"ask todd about the PSR for phoenix\"\n\n1. Check CLAUDE.md (hot cache)\n   → Todd? ✓ Todd Martinez, Finance\n   → PSR? ✓ Pipeline Status Report\n   → Phoenix? ✓ DB migration project\n\n2. If not found → search memory\u002Fglossary.md\n   → Full glossary has everyone\u002Feverything\n\n3. If still not found → ask user\n   → \"What does X mean? I'll remember it.\"\n```\n\nThis tiered approach keeps CLAUDE.md lean (~100 lines) while supporting unlimited scale in memory\u002F.\n\n## File Locations\n\n- **Working memory:** `CLAUDE.md` in current working directory\n- **Deep memory:** `memory\u002F` subdirectory\n\n## Working Memory Format (CLAUDE.md)\n\nUse tables for compactness. Target ~50-80 lines total.\n\n```markdown\n# Memory\n\n## Me\n[Name], [Role] on [Team]. [One sentence about what I do.]\n\n## People\n| Who | Role |\n|-----|------|\n| **Todd** | Todd Martinez, Finance lead |\n| **Sarah** | Sarah Chen, Engineering (Platform) |\n| **Greg** | Greg Wilson, Sales |\n→ Full list: memory\u002Fglossary.md, profiles: memory\u002Fpeople\u002F\n\n## Terms\n| Term | Meaning |\n|------|---------|\n| PSR | Pipeline Status Report |\n| P0 | Drop everything priority |\n| standup | Daily 9am sync |\n→ Full glossary: memory\u002Fglossary.md\n\n## Projects\n| Name | What |\n|------|------|\n| **Phoenix** | DB migration, Q2 launch |\n| **Horizon** | Mobile app redesign |\n→ Details: memory\u002Fprojects\u002F\n\n## Preferences\n- 25-min meetings with buffers\n- Async-first, Slack over email\n- No meetings Friday afternoons\n```\n\n## Deep Memory Format (memory\u002F)\n\n**memory\u002Fglossary.md** - The decoder ring:\n```markdown\n# Glossary\n\nWorkplace shorthand, acronyms, and internal language.\n\n## Acronyms\n| Term | Meaning | Context |\n|------|---------|---------|\n| PSR | Pipeline Status Report | Weekly sales doc |\n| OKR | Objectives & Key Results | Quarterly planning |\n| P0\u002FP1\u002FP2 | Priority levels | P0 = drop everything |\n\n## Internal Terms\n| Term | Meaning |\n|------|---------|\n| standup | Daily 9am sync in #engineering |\n| the migration | Project Phoenix database work |\n| ship it | Deploy to production |\n| escalate | Loop in leadership |\n\n## Nicknames → Full Names\n| Nickname | Person |\n|----------|--------|\n| Todd | Todd Martinez (Finance) |\n| T | Also Todd Martinez |\n\n## Project Codenames\n| Codename | Project |\n|----------|---------|\n| Phoenix | Database migration |\n| Horizon | New mobile app |\n```\n\n**memory\u002Fpeople\u002F{name}.md:**\n```markdown\n# Todd Martinez\n\n**Also known as:** Todd, T\n**Role:** Finance Lead\n**Team:** Finance\n**Reports to:** CFO (Michael Chen)\n\n## Communication\n- Prefers Slack DM\n- Quick responses, very direct\n- Best time: mornings\n\n## Context\n- Handles all PSRs and financial reporting\n- Key contact for deal approvals over $500k\n- Works closely with Sales on forecasting\n\n## Notes\n- Cubs fan, likes talking baseball\n```\n\n**memory\u002Fprojects\u002F{name}.md:**\n```markdown\n# Project Phoenix\n\n**Codename:** Phoenix\n**Also called:** \"the migration\"\n**Status:** Active, launching Q2\n\n## What It Is\nDatabase migration from legacy Oracle to PostgreSQL.\n\n## Key People\n- Sarah - tech lead\n- Todd - budget owner\n- Greg - stakeholder (sales impact)\n\n## Context\n$1.2M budget, 6-month timeline. Critical path for Horizon project.\n```\n\n**memory\u002Fcontext\u002Fcompany.md:**\n```markdown\n# Company Context\n\n## Tools & Systems\n| Tool | Used for | Internal name |\n|------|----------|---------------|\n| Slack | Communication | - |\n| Asana | Engineering tasks | - |\n| Salesforce | CRM | \"SF\" or \"the CRM\" |\n| Notion | Docs\u002Fwiki | - |\n\n## Teams\n| Team | What they do | Key people |\n|------|--------------|------------|\n| Platform | Infrastructure | Sarah (lead) |\n| Finance | Money stuff | Todd (lead) |\n| Sales | Revenue | Greg |\n\n## Processes\n| Process | What it means |\n|---------|---------------|\n| Weekly sync | Monday 10am all-hands |\n| Ship review | Thursday deploy approval |\n```\n\n## How to Interact\n\n### Decoding User Input (Tiered Lookup)\n\n**Always** decode shorthand before acting on requests:\n\n```\n1. CLAUDE.md (hot cache)     → Check first, covers 90% of cases\n2. memory\u002Fglossary.md        → Full glossary if not in hot cache\n3. memory\u002Fpeople\u002F, projects\u002F → Rich detail when needed\n4. Ask user                  → Unknown term? Learn it.\n```\n\nExample:\n```\nUser: \"ask todd to do the PSR for oracle\"\n\nCLAUDE.md lookup:\n  \"todd\" → Todd Martinez, Finance ✓\n  \"PSR\" → Pipeline Status Report ✓\n  \"oracle\" → (not in hot cache)\n\nmemory\u002Fglossary.md lookup:\n  \"oracle\" → Oracle Systems deal ($2.3M) ✓\n\nNow Claude can act with full context.\n```\n\n### Adding Memory\n\nWhen user says \"remember this\" or \"X means Y\":\n\n1. **Glossary items** (acronyms, terms, shorthand):\n   - Add to memory\u002Fglossary.md\n   - If frequently used, add to CLAUDE.md Quick Glossary\n\n2. **People:**\n   - Create\u002Fupdate memory\u002Fpeople\u002F{name}.md\n   - Add to CLAUDE.md Key People if important\n   - **Capture nicknames** - critical for decoding\n\n3. **Projects:**\n   - Create\u002Fupdate memory\u002Fprojects\u002F{name}.md\n   - Add to CLAUDE.md Active Projects if current\n   - **Capture codenames** - \"Phoenix\", \"the migration\", etc.\n\n4. **Preferences:** Add to CLAUDE.md Preferences section\n\n### Recalling Memory\n\nWhen user asks \"who is X\" or \"what does X mean\":\n\n1. Check CLAUDE.md first\n2. Check memory\u002F for full detail\n3. If not found: \"I don't know what X means yet. Can you tell me?\"\n\n### Progressive Disclosure\n\n1. Load CLAUDE.md for quick parsing of any request\n2. Dive into memory\u002F when you need full context for execution\n3. Example: drafting an email to todd about the PSR\n   - CLAUDE.md tells you Todd = Todd Martinez, PSR = Pipeline Status Report\n   - memory\u002Fpeople\u002Ftodd-martinez.md tells you he prefers Slack, is direct\n\n## Bootstrapping\n\nUse `\u002Fproductivity:start` to initialize by scanning your chat, calendar, email, and documents. Extracts people, projects, and starts building the glossary.\n\n## Conventions\n\n- **Bold** terms in CLAUDE.md for scannability\n- Keep CLAUDE.md under ~100 lines (the \"hot 30\" rule)\n- Filenames: lowercase, hyphens (`todd-martinez.md`, `project-phoenix.md`)\n- Always capture nicknames and alternate names\n- Glossary tables for easy lookup\n- When something's used frequently, promote it to CLAUDE.md\n- When something goes stale, demote it to memory\u002F only\n\n## What Goes Where\n\n| Type | CLAUDE.md (Hot Cache) | memory\u002F (Full Storage) |\n|------|----------------------|------------------------|\n| Person | Top ~30 frequent contacts | glossary.md + people\u002F{name}.md |\n| Acronym\u002Fterm | ~30 most common | glossary.md (complete list) |\n| Project | Active projects only | glossary.md + projects\u002F{name}.md |\n| Nickname | In Key People if top 30 | glossary.md (all nicknames) |\n| Company context | Quick reference only | context\u002Fcompany.md |\n| Preferences | All preferences | - |\n| Historical\u002Fstale | ✗ Remove | ✓ Keep in memory\u002F |\n\n## Promotion \u002F Demotion\n\n**Promote to CLAUDE.md when:**\n- You use a term\u002Fperson frequently\n- It's part of active work\n\n**Demote to memory\u002F only when:**\n- Project completed\n- Person no longer frequent contact\n- Term rarely used\n\nThis keeps CLAUDE.md fresh and relevant.\n","> Packaging adaptation by AutoGPT, 2026-09-25. Original authorship and licence are retained. Changes are limited to the recorded name, metadata and file references; see ATTRIBUTION.md in this skill package.\n\n\n**Package resources:** The original companion guidance is bundled here: [task-management](references\u002Ftask-management.md), [start](references\u002Fstart.md), [update](references\u002Fupdate.md). The dashboard source is `assets\u002Fdashboard.html` in this skill package. Native `\u002Fproductivity:start` and `\u002Fproductivity:update` command references remain unchanged; this package does not register those commands. All workflows must use the same persistent working directory for their task and memory state.\n\n# Memory Management\n\nMemory makes Claude your workplace collaborator - someone who speaks your internal language.\n\n## The Goal\n\nTransform shorthand into understanding:\n\n```\nUser: \"ask todd to do the PSR for oracle\"\n              ↓ Claude decodes\n\"Ask Todd Martinez (Finance lead) to prepare the Pipeline Status Report\n for the Oracle Systems deal ($2.3M, closing Q2)\"\n```\n\nWithout memory, that request is meaningless. With memory, Claude knows:\n- **todd** → Todd Martinez, Finance lead, prefers Slack\n- **PSR** → Pipeline Status Report (weekly sales doc)\n- **oracle** → Oracle Systems deal, not the company\n\n## Architecture\n\n```\nCLAUDE.md          ← Hot cache (~30 people, common terms)\nmemory\u002F\n  glossary.md      ← Full decoder ring (everything)\n  people\u002F          ← Complete profiles\n  projects\u002F        ← Project details\n  context\u002F         ← Company, teams, tools\n```\n\n**CLAUDE.md (Hot Cache):**\n- Top ~30 people you interact with most\n- ~30 most common acronyms\u002Fterms\n- Active projects (5-15)\n- Your preferences\n- **Goal: Cover 90% of daily decoding needs**\n\n**memory\u002Fglossary.md (Full Glossary):**\n- Complete decoder ring - everyone, every term\n- Searched when something isn't in CLAUDE.md\n- Can grow indefinitely\n\n**memory\u002Fpeople\u002F, projects\u002F, context\u002F:**\n- Rich detail when needed for execution\n- Full profiles, history, context\n\n## Lookup Flow\n\n```\nUser: \"ask todd about the PSR for phoenix\"\n\n1. Check CLAUDE.md (hot cache)\n   → Todd? ✓ Todd Martinez, Finance\n   → PSR? ✓ Pipeline Status Report\n   → Phoenix? ✓ DB migration project\n\n2. If not found → search memory\u002Fglossary.md\n   → Full glossary has everyone\u002Feverything\n\n3. If still not found → ask user\n   → \"What does X mean? I'll remember it.\"\n```\n\nThis tiered approach keeps CLAUDE.md lean (~100 lines) while supporting unlimited scale in memory\u002F.\n\n## File Locations\n\n- **Working memory:** `CLAUDE.md` in current working directory\n- **Deep memory:** `memory\u002F` subdirectory\n\n## Working Memory Format (CLAUDE.md)\n\nUse tables for compactness. Target ~50-80 lines total.\n\n```markdown\n# Memory\n\n## Me\n[Name], [Role] on [Team]. [One sentence about what I do.]\n\n## People\n| Who | Role |\n|-----|------|\n| **Todd** | Todd Martinez, Finance lead |\n| **Sarah** | Sarah Chen, Engineering (Platform) |\n| **Greg** | Greg Wilson, Sales |\n→ Full list: memory\u002Fglossary.md, profiles: memory\u002Fpeople\u002F\n\n## Terms\n| Term | Meaning |\n|------|---------|\n| PSR | Pipeline Status Report |\n| P0 | Drop everything priority |\n| standup | Daily 9am sync |\n→ Full glossary: memory\u002Fglossary.md\n\n## Projects\n| Name | What |\n|------|------|\n| **Phoenix** | DB migration, Q2 launch |\n| **Horizon** | Mobile app redesign |\n→ Details: memory\u002Fprojects\u002F\n\n## Preferences\n- 25-min meetings with buffers\n- Async-first, Slack over email\n- No meetings Friday afternoons\n```\n\n## Deep Memory Format (memory\u002F)\n\n**memory\u002Fglossary.md** - The decoder ring:\n```markdown\n# Glossary\n\nWorkplace shorthand, acronyms, and internal language.\n\n## Acronyms\n| Term | Meaning | Context |\n|------|---------|---------|\n| PSR | Pipeline Status Report | Weekly sales doc |\n| OKR | Objectives & Key Results | Quarterly planning |\n| P0\u002FP1\u002FP2 | Priority levels | P0 = drop everything |\n\n## Internal Terms\n| Term | Meaning |\n|------|---------|\n| standup | Daily 9am sync in #engineering |\n| the migration | Project Phoenix database work |\n| ship it | Deploy to production |\n| escalate | Loop in leadership |\n\n## Nicknames → Full Names\n| Nickname | Person |\n|----------|--------|\n| Todd | Todd Martinez (Finance) |\n| T | Also Todd Martinez |\n\n## Project Codenames\n| Codename | Project |\n|----------|---------|\n| Phoenix | Database migration |\n| Horizon | New mobile app |\n```\n\n**memory\u002Fpeople\u002F{name}.md:**\n```markdown\n# Todd Martinez\n\n**Also known as:** Todd, T\n**Role:** Finance Lead\n**Team:** Finance\n**Reports to:** CFO (Michael Chen)\n\n## Communication\n- Prefers Slack DM\n- Quick responses, very direct\n- Best time: mornings\n\n## Context\n- Handles all PSRs and financial reporting\n- Key contact for deal approvals over $500k\n- Works closely with Sales on forecasting\n\n## Notes\n- Cubs fan, likes talking baseball\n```\n\n**memory\u002Fprojects\u002F{name}.md:**\n```markdown\n# Project Phoenix\n\n**Codename:** Phoenix\n**Also called:** \"the migration\"\n**Status:** Active, launching Q2\n\n## What It Is\nDatabase migration from legacy Oracle to PostgreSQL.\n\n## Key People\n- Sarah - tech lead\n- Todd - budget owner\n- Greg - stakeholder (sales impact)\n\n## Context\n$1.2M budget, 6-month timeline. Critical path for Horizon project.\n```\n\n**memory\u002Fcontext\u002Fcompany.md:**\n```markdown\n# Company Context\n\n## Tools & Systems\n| Tool | Used for | Internal name |\n|------|----------|---------------|\n| Slack | Communication | - |\n| Asana | Engineering tasks | - |\n| Salesforce | CRM | \"SF\" or \"the CRM\" |\n| Notion | Docs\u002Fwiki | - |\n\n## Teams\n| Team | What they do | Key people |\n|------|--------------|------------|\n| Platform | Infrastructure | Sarah (lead) |\n| Finance | Money stuff | Todd (lead) |\n| Sales | Revenue | Greg |\n\n## Processes\n| Process | What it means |\n|---------|---------------|\n| Weekly sync | Monday 10am all-hands |\n| Ship review | Thursday deploy approval |\n```\n\n## How to Interact\n\n### Decoding User Input (Tiered Lookup)\n\n**Always** decode shorthand before acting on requests:\n\n```\n1. CLAUDE.md (hot cache)     → Check first, covers 90% of cases\n2. memory\u002Fglossary.md        → Full glossary if not in hot cache\n3. memory\u002Fpeople\u002F, projects\u002F → Rich detail when needed\n4. Ask user                  → Unknown term? Learn it.\n```\n\nExample:\n```\nUser: \"ask todd to do the PSR for oracle\"\n\nCLAUDE.md lookup:\n  \"todd\" → Todd Martinez, Finance ✓\n  \"PSR\" → Pipeline Status Report ✓\n  \"oracle\" → (not in hot cache)\n\nmemory\u002Fglossary.md lookup:\n  \"oracle\" → Oracle Systems deal ($2.3M) ✓\n\nNow Claude can act with full context.\n```\n\n### Adding Memory\n\nWhen user says \"remember this\" or \"X means Y\":\n\n1. **Glossary items** (acronyms, terms, shorthand):\n   - Add to memory\u002Fglossary.md\n   - If frequently used, add to CLAUDE.md Quick Glossary\n\n2. **People:**\n   - Create\u002Fupdate memory\u002Fpeople\u002F{name}.md\n   - Add to CLAUDE.md Key People if important\n   - **Capture nicknames** - critical for decoding\n\n3. **Projects:**\n   - Create\u002Fupdate memory\u002Fprojects\u002F{name}.md\n   - Add to CLAUDE.md Active Projects if current\n   - **Capture codenames** - \"Phoenix\", \"the migration\", etc.\n\n4. **Preferences:** Add to CLAUDE.md Preferences section\n\n### Recalling Memory\n\nWhen user asks \"who is X\" or \"what does X mean\":\n\n1. Check CLAUDE.md first\n2. Check memory\u002F for full detail\n3. If not found: \"I don't know what X means yet. Can you tell me?\"\n\n### Progressive Disclosure\n\n1. Load CLAUDE.md for quick parsing of any request\n2. Dive into memory\u002F when you need full context for execution\n3. Example: drafting an email to todd about the PSR\n   - CLAUDE.md tells you Todd = Todd Martinez, PSR = Pipeline Status Report\n   - memory\u002Fpeople\u002Ftodd-martinez.md tells you he prefers Slack, is direct\n\n## Bootstrapping\n\nUse `\u002Fproductivity:start` to initialize by scanning your chat, calendar, email, and documents. Extracts people, projects, and starts building the glossary.\n\n## Conventions\n\n- **Bold** terms in CLAUDE.md for scannability\n- Keep CLAUDE.md under ~100 lines (the \"hot 30\" rule)\n- Filenames: lowercase, hyphens (`todd-martinez.md`, `project-phoenix.md`)\n- Always capture nicknames and alternate names\n- Glossary tables for easy lookup\n- When something's used frequently, promote it to CLAUDE.md\n- When something goes stale, demote it to memory\u002F only\n\n## What Goes Where\n\n| Type | CLAUDE.md (Hot Cache) | memory\u002F (Full Storage) |\n|------|----------------------|------------------------|\n| Person | Top ~30 frequent contacts | glossary.md + people\u002F{name}.md |\n| Acronym\u002Fterm | ~30 most common | glossary.md (complete list) |\n| Project | Active projects only | glossary.md + projects\u002F{name}.md |\n| Nickname | In Key People if top 30 | glossary.md (all nicknames) |\n| Company context | Quick reference only | context\u002Fcompany.md |\n| Preferences | All preferences | - |\n| Historical\u002Fstale | ✗ Remove | ✓ Keep in memory\u002F |\n\n## Promotion \u002F Demotion\n\n**Promote to CLAUDE.md when:**\n- You use a term\u002Fperson frequently\n- It's part of active work\n\n**Demote to memory\u002F only when:**\n- Project completed\n- Person no longer frequent contact\n- Term rarely used\n\nThis keeps CLAUDE.md fresh and relevant.\n",{"name":5,"license":15,"metadata":31,"description":7,"user-invocable":27},{"author":32,"source":33,"source_url":34,"packaged-by":12,"packaged-on":35,"original-name":36,"upstream-commit":37},"Anthropic and upstream 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always","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fverification-before-completion\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fverification-before-completion\u002FSKILL.md",[],[137,138,23,24],"verification","verification before completion",{"skillNo":140,"name":141,"nameZh":6,"description":142,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":143,"sourceHtmlUrl":144,"categories":145,"keywords":146,"publishedAt":26},"01M6AD2WSQG7BGPXA7XP4DFZX8","vendor-evaluation","Evaluate a vendor — cost analysis, risk assessment, and recommendation. Use when reviewing a new vendor proposal, deciding whether to renew or replace a contract, comparing two vendors side-by-side, or building a TCO breakdown and negotiation points before procurement sign-off.","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fvendor-evaluation\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fvendor-evaluation\u002FSKILL.md",[],[147,24,148,25,23,149,150,151,152],"vendor evaluation","negotiation","assessment","review","cost analysis","risk assessment",{"skillNo":154,"name":155,"nameZh":6,"description":156,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":157,"sourceHtmlUrl":158,"categories":159,"keywords":166,"publishedAt":26},"01M6AD2RBT6004C07RZRDSTA52","vendor-contract-status","Check the status of existing agreements with a vendor across all connected systems — CLM, CRM, email, and document storage — with gap analysis and upcoming deadlines. Use when onboarding or renewing a vendor, when you need a consolidated view of what's signed and what's missing (MSA, DPA, SOW), or when checking for approaching expirations and surviving obligations.","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fvendor-contract-status\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fvendor-contract-status\u002FSKILL.md",[160,163],{"categoryNo":161,"categoryName":162,"taxonomyType":112,"taxonomyTypeDesc":113},"01JBSEEDCAT000000000000005","邮件与沟通",{"categoryNo":164,"categoryName":165,"taxonomyType":120,"taxonomyTypeDesc":121},"01JBSEEDCAT000000000000037","律师与法务",[167,168,169,23,170,24,25],"status","vendor contract status","storage","onboarding",{"skillNo":172,"name":173,"nameZh":6,"description":174,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":105,"licenseFileUrl":175,"sourceHtmlUrl":176,"categories":177,"keywords":181,"publishedAt":26},"01M6AD2KPNXN5CNS3CA4FRWT97","user-cohort-analysis","Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights. Use when analyzing user retention by cohort, studying feature adoption over time, investigating churn patterns, or identifying engagement trends.","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fuser-cohort-analysis\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fuser-cohort-analysis\u002FSKILL.md",[178],{"categoryNo":179,"categoryName":180,"taxonomyType":120,"taxonomyTypeDesc":121},"01JBSEEDCAT000000000000033","数据分析师",[182,23,183,24],"user cohort analysis","analytics",{"skillNo":185,"name":186,"nameZh":6,"description":187,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":188,"sourceHtmlUrl":189,"categories":190,"keywords":191,"publishedAt":26},"01M6AD20HMJC8E93WTGYWNNG9Y","team-capacity-planning","Plan resource capacity — workload analysis and utilization forecasting. Use when heading into quarterly planning, the team feels overallocated and you need the numbers, deciding whether to hire or deprioritize, or stress-testing whether upcoming projects fit the people you have.","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fteam-capacity-planning\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FSignificant-Gravitas\u002Fskills-catalog\u002Fblob\u002Fmain\u002Fskills\u002Fteam-capacity-planning\u002FSKILL.md",[],[192,193,194,23,195,24,25,196],"team capacity planning","planning","capacity","workload","testing"]