Claude Skill

using-cortex

Use when the user asks to check the cortex vault, refers to earlier work ("last time", "that project", "we discussed", "之前那個", "上次的"), asks to resume something from a previous session, or names a topic the SessionStart hook listed for this vault. Routes the request to the cortex-

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Download xbluesky-cortexes-skills_using-cortex-3b3ddd9.zip · 1 KB
Part of xbluesky/cortexes — 6 skills

Install

skills CLI npx skills add https://github.com/XBlueSky/cortexes/tree/plugin/skills/using-cortex
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install xbluesky-cortexes@llmmart
Git git clone https://github.com/XBlueSky/cortexes.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole xbluesky/cortexes collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

Using Cortex — When to Consult the Vault

The cortex vault is the user's own knowledge base: distilled Notes, Projects, and Raw session records. This skill decides when consulting it is warranted, and hands the actual search to the cortex-query skill.

Retrieval is worth doing when there is a concrete signal that prior context exists. It is not worth doing on speculation — an unprompted search costs the user tokens and latency, and surfacing unrelated notes pollutes the answer.

Search the vault when any of these is true

  1. Explicit request. The user asks for it: "check cortex", "查一下 cortex", "有沒有記錄過", "do I have notes on this".
  2. Reference to prior work. The user points at something earlier: "之前那個", "上次的", "我記得有", "我們討論過", "that ticket", "the project we set up", "continue where we left off".
  3. Listed topic. The request names a topic that the SessionStart hook actually listed for this vault. The list is authoritative — match against what it showed, not against a guess about what might exist.
  4. Resuming a session. The user asks to pick up, continue, or hand off work from a previous session.

In each case, invoke the cortex-query skill rather than searching the vault directly — that skill knows the retrieval infrastructure, including cortex-vec and its fallbacks.

Do not search the vault when

  • The user has not given any of the four signals above. A question being difficult, technical, or open-ended is not a signal.
  • The user picked option 4 ("直接開始工作") from the SessionStart menu, or skipped the menu. That choice means "do not go to the vault"; honour it for the rest of the session unless the user later asks.
  • The user says "don't check cortex", "just answer directly", or similar.
  • The task is self-contained: editing code in the current repo, answering from the current turn, or anything the conversation already supplies.

When in doubt, answer directly. If the answer would have been better with vault context, the user can ask — and signal 1 then applies.

How to apply

  1. Check the four signals against the user's actual message. If none matches, proceed without the vault and do not mention it.
  2. If one matches, invoke cortex-query.
  3. If results are relevant, ground the answer in them and cite the source page. If nothing relevant comes back, say so briefly and continue.

Anti-patterns

  • ❌ Searching on every message, or at conversation start, "just in case".
  • ❌ Treating a hard question as implicit permission to search.
  • ❌ Overriding the user's option 4 / "skip the vault" choice.
  • ❌ Grepping the vault directly instead of going through cortex-query.
  • ❌ Announcing "let me check cortex" when no signal applies.

Why This Skill Exists

The individual cortex skills fire on their own explicit phrases. This skill adds the small set of cases where the user has clearly gestured at prior work without naming a command — so the vault gets consulted when it will actually help, and stays out of the way otherwise.

Files (cortexes)
  • SKILL.md 3.6 KB
    ---
    name: using-cortex
    description: >
      Use when the user asks to check the cortex vault, refers to earlier work
      ("last time", "that project", "we discussed", "之前那個", "上次的"), asks
      to resume something from a previous session, or names a topic the
      SessionStart hook listed for this vault. Routes the request to the
      cortex-query skill so the answer is grounded in the user's own notes
      instead of re-derived. Do not use for general questions, for fresh work
      with no prior-context signal, or when the user has asked to skip the
      vault.
    ---
    
    # Using Cortex — When to Consult the Vault
    
    The cortex vault is the user's own knowledge base: distilled Notes,
    Projects, and Raw session records. This skill decides **when**
    consulting it is warranted, and hands the actual search to the
    `cortex-query` skill.
    
    Retrieval is worth doing when there is a concrete signal that prior context
    exists. It is not worth doing on speculation — an unprompted search costs
    the user tokens and latency, and surfacing unrelated notes pollutes the
    answer.
    
    ## Search the vault when any of these is true
    
    1. **Explicit request.** The user asks for it: "check cortex", "查一下
       cortex", "有沒有記錄過", "do I have notes on this".
    2. **Reference to prior work.** The user points at something earlier:
       "之前那個", "上次的", "我記得有", "我們討論過", "that ticket", "the
       project we set up", "continue where we left off".
    3. **Listed topic.** The request names a topic that the SessionStart hook
       actually listed for this vault. The list is authoritative — match
       against what it showed, not against a guess about what might exist.
    4. **Resuming a session.** The user asks to pick up, continue, or hand off
       work from a previous session.
    
    In each case, invoke the `cortex-query` skill rather than searching the
    vault directly — that skill knows the retrieval infrastructure, including
    `cortex-vec` and its fallbacks.
    
    ## Do not search the vault when
    
    - The user has not given any of the four signals above. A question being
      difficult, technical, or open-ended is **not** a signal.
    - The user picked **option 4 ("直接開始工作")** from the SessionStart menu,
      or skipped the menu. That choice means "do not go to the vault"; honour
      it for the rest of the session unless the user later asks.
    - The user says "don't check cortex", "just answer directly", or similar.
    - The task is self-contained: editing code in the current repo, answering
      from the current turn, or anything the conversation already supplies.
    
    When in doubt, **answer directly**. If the answer would have been better
    with vault context, the user can ask — and signal 1 then applies.
    
    ## How to apply
    
    1. Check the four signals against the user's actual message. If none
       matches, proceed without the vault and do not mention it.
    2. If one matches, invoke `cortex-query`.
    3. If results are relevant, ground the answer in them and cite the source
       page. If nothing relevant comes back, say so briefly and continue.
    
    ## Anti-patterns
    
    - ❌ Searching on every message, or at conversation start, "just in case".
    - ❌ Treating a hard question as implicit permission to search.
    - ❌ Overriding the user's option 4 / "skip the vault" choice.
    - ❌ Grepping the vault directly instead of going through `cortex-query`.
    - ❌ Announcing "let me check cortex" when no signal applies.
    
    ## Why This Skill Exists
    
    The individual cortex skills fire on their own explicit phrases. This skill
    adds the small set of cases where the user has clearly gestured at prior
    work without naming a command — so the vault gets consulted when it will
    actually help, and stays out of the way otherwise.
    

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