link-retrieve

name	link-retrieve
description	Use before answering work that may depend on user memory, project history, source-backed notes, or prior decisions; retrieve compact Link context through the CLI without loading the whole wiki or requiring MCP.

Link Retrieve

Use bounded CLI commands so the agent does not dump the whole wiki into context. Load this skill proactively at the first substantive turn of a session, before project/release/debug/design work, or whenever the answer may depend on prior Link memory. In a source checkout, replace lnk with python3 link.py.

1. If readiness is unclear, start with:

   lnk health [link-root]
   

2. If the user is inside a project repo and Link has no project context yet, seed allowlisted source-backed context before broad searching:

   lnk seed . [link-root]
   

   This reads project docs/rule files, blocks secret-looking values, and does not create durable memories.
3. For most questions, use a compact query packet:

   lnk query "<question or task>" [link-root] --budget micro
   

   Read recall_capsule first. Increase to --budget small, --budget medium, or --budget large only when the packet says more context is needed.
4. Before longer work, prime from memory:

   lnk brief "<current task>" [link-root]
   

5. For graph context, stay bounded:

   lnk graph-summary "<topic>" [link-root] --limit 40 --depth 1
   

6. For performance checks, use:

   lnk benchmark "<topic>" [link-root] --budget small
   

Do not enumerate every page, grep raw files, or request the full graph unless the user explicitly asks for an export or exhaustive audit, or the compact packet is insufficient and tells you which follow-up to use.

Recalled memories carry confidence labels and, when the optional local semantic tier is installed, a match field: lexical, hybrid, or semantic. Treat semantic matches (paraphrase similarity, capped confidence) and weak matches as hints to verify with the user, not facts to act on.