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npx skills add https://github.com/obra/superpowers --skill brainstormingWorks with Paperclip
How Source Management fits into a Paperclip company.
Source Management drops into any Paperclip agent that handles this kind of work. Assign it to a specialist inside a pre-configured PaperclipOrg company and the skill becomes available on every heartbeat — no prompt engineering, no tool wiring.
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Pre-configured AI company — 18 agents, 18 skills, one-time purchase.
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SKILL.md173 linesExpandCollapse
---name: source-managementdescription: Manages connected MCP sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages rate limiting awareness.user-invocable: false--- # Source Management > If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](../../CONNECTORS.md). Knows what sources are available, helps connect new ones, and manages how sources are queried. ## Checking Available Sources Determine which MCP sources are connected by checking available tools. Each source corresponds to a set of MCP tools: | Source | Key capabilities ||--------|-----------------|| **~~chat** | Search messages, read channels and threads || **~~email** | Search messages, read individual emails || **~~cloud storage** | Search files, fetch document contents || **~~project tracker** | Search tasks, typeahead search || **~~CRM** | Query records (accounts, contacts, opportunities) || **~~knowledge base** | Semantic search, keyword search | If a tool prefix is available, the source is connected and searchable. ## Guiding Users to Connect Sources When a user searches but has few or no sources connected: ```You currently have [N] source(s) connected: [list]. To expand your search, you can connect additional sources in your MCP settings:- ~~chat — messages, threads, channels- ~~email — emails, conversations, attachments- ~~cloud storage — docs, sheets, slides- ~~project tracker — tasks, projects, milestones- ~~CRM — accounts, contacts, opportunities- ~~knowledge base — wiki pages, knowledge base articles The more sources you connect, the more complete your search results.``` When a user asks about a specific tool that is not connected: ```[Tool name] isn't currently connected. To add it:1. Open your MCP settings2. Add the [tool] MCP server configuration3. Authenticate when prompted Once connected, it will be automatically included in future searches.``` ## Source Priority Ordering Different query types benefit from searching certain sources first. Use these priorities to weight results, not to skip sources: ### By Query Type **Decision queries** ("What did we decide..."):```1. ~~chat (conversations where decisions happen)2. ~~email (decision confirmations, announcements)3. ~~cloud storage (meeting notes, decision logs)4. Wiki (if decisions are documented)5. Task tracker (if decisions are captured in tasks)``` **Status queries** ("What's the status of..."):```1. Task tracker (~~project tracker — authoritative status)2. ~~chat (real-time discussion)3. ~~cloud storage (status docs, reports)4. ~~email (status update emails)5. Wiki (project pages)``` **Document queries** ("Where's the doc for..."):```1. ~~cloud storage (primary doc storage)2. Wiki / ~~knowledge base (knowledge base)3. ~~email (docs shared via email)4. ~~chat (docs shared in channels)5. Task tracker (docs linked to tasks)``` **People queries** ("Who works on..." / "Who knows about..."):```1. ~~chat (message authors, channel members)2. Task tracker (task assignees)3. ~~cloud storage (doc authors, collaborators)4. ~~CRM (account owners, contacts)5. ~~email (email participants)``` **Factual/Policy queries** ("What's our policy on..."):```1. Wiki / ~~knowledge base (official documentation)2. ~~cloud storage (policy docs, handbooks)3. ~~email (policy announcements)4. ~~chat (policy discussions)``` ### Default Priority (General Queries) When query type is unclear:```1. ~~chat (highest volume, most real-time)2. ~~email (formal communications)3. ~~cloud storage (documents and files)4. Wiki / ~~knowledge base (structured knowledge)5. Task tracker (work items)6. CRM (customer data)``` ## Rate Limiting Awareness MCP sources may have rate limits. Handle them gracefully: ### Detection Rate limit responses typically appear as:- HTTP 429 responses- Error messages mentioning "rate limit", "too many requests", or "quota exceeded"- Throttled or delayed responses ### Handling When a source is rate limited: 1. **Do not retry immediately** — respect the limit2. **Continue with other sources** — do not block the entire search3. **Inform the user**:```Note: [Source] is temporarily rate limited. Results below are from[other sources]. You can retry in a few minutes to include [source].```4. **For digests** — if rate limited mid-scan, note which time range was covered before the limit hit ### Prevention - Avoid unnecessary API calls — check if the source is likely to have relevant results before querying- Use targeted queries over broad scans when possible- For digests, batch requests where the API supports it- Cache awareness: if a search was just run, avoid re-running the same query immediately ## Source Health Track source availability during a session: ```Source Status: ~~chat: ✓ Available ~~email: ✓ Available ~~cloud storage: ✓ Available ~~project tracker: ✗ Not connected ~~CRM: ✗ Not connected ~~knowledge base: ⚠ Rate limited (retry in 2 min)``` When reporting search results, include which sources were searched so the user knows the scope of the answer. ## Adding Custom Sources The enterprise search plugin works with any MCP-connected source. As new MCP servers become available, they can be added to the `.mcp.json` configuration. The search and digest commands will automatically detect and include new sources based on available tools. To add a new source:1. Add the MCP server configuration to `.mcp.json`2. Authenticate if required3. The source will be included in subsequent searches automaticallyRelated skills
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