Tag Pick

tag-pick

Service skill — picks tags for a memory entry. Called from memory-write.

Main job

Prevent logical and lexical duplicates in the tag dictionary. Anti-examples: psychology and psychotherapy, work and career, sport and training, food and nutrition. Each such pair is either two different meanings (and then they need an explicit "not to be confused with") or the same meaning (and then one is redundant).

Tag hierarchy

The tags.md dictionary is a three-level tree:

• L1 — top category (psychology, family, work, hobby, …). Few of them, ~10.
• L2 — sub-category inside an L1 (scripts, fear, side-project, games, books, …).
• L3 — concrete object (a specific game title, a specific book, …). Optional. Appears only when a specific entity recurs.

In an entry's frontmatter, tags are stored as a flat array — the hierarchy lives only visually in tags.md.

An entry usually covers at least two levels: L1 + something specific (L2 or L3). L1 only is too broad; L2/L3 only loses the top-level slice.

Example: an episode of fear before a client request in a side-project → [psychology, fear, work, side-project] — two L1s and two L2s, four tags total.

Algorithm

Step 1. Read the dictionary in full

Read memory/tags.md end-to-end. Do not use grep, do not match by substring — you need to see the whole tree to catch semantic overlaps.

Step 2. Pick candidates

Based on the title, body, and dialog context, pick 2–5 tags:

• Go top-down through the tree. Decide which L1s the entry falls under (usually 1–2). Then pick the right L2 inside each (and L3 if any).
• Prefer existing tags from tags.md.
• Respect the "Not to be confused with" notes — they are markers that a semantic discrimination has already been made in this area.
• Multi-word tags use dashes: project-management, running-shoes.
• All tags in lowercase, no # (the # is only visual in tags.md).

Step 3. Per-tag decision

For every tag you want to use, ask yourself:

• Exists in the dictionary → use it.
• Does not exist, but a similar one does → check whether the meaning really differs. If yes — ask the user about creating a new one plus a "Not to be confused with" on both. If actually the same meaning — use the existing tag.
• Does not exist and nothing similar exists → ask the user about creating a new one.

Step 4. Count check

There must be between 2 and 5 tags per entry.

• Fewer than 2 — pick another even if it is a softer thematic match (e.g. life or a general category).
• More than 5 — keep the most specific, drop the general.

Step 5. Confirm new tags with the user

If the set contains at least one new tag, stop and ask:

For this entry I want to use the tags: [tag1, tag2, new-tag].

"new-tag" does not exist in the dictionary yet. I propose adding:
- **#new-tag** — <scope description>.
- Not to be confused with #similar-existing-tag (if applicable), because: <difference in meaning>.

Create the new tag and use it?

Only after an explicit "yes" — add the new tag to memory/tags.md (in alphabetical order) and use it.

If the user declines — re-pick without the new tag, or re-ask the wording.

Step 6. Return

Return the final array of tags (2 to 5 entries) to memory-write, all lowercase, no #.

Special rules

• Never create a tag silently, even when it feels obvious.
• Never use grep over tags.md instead of reading the whole file — you will miss semantic overlap.
• When updating the dictionary (tags.md), preserve the L1 → L2 → L3 tree (visual indentation) and alphabetical order inside each level. Line format: - **#tag** — description. Not to be confused with #....
• A new L1 is a particularly large decision — flag it as such. New L2/L3 — standard confirmation flow.
• If the user proposes their own wording for a tag, use it; do not argue about form (but still check for a duplicate meaning).
• Tag names themselves follow the user's language convention — if memory entries are written in the user's language, tag tokens may be in that language too (e.g. работа instead of work). Pick a convention and keep it consistent across tags.md.