addwords

name	addwords
description	Use when the user pastes a feed dump, screenshot text, or list of posts that "didn't get filtered" / slipped through / are "blind spots" and wants the missed keywords added to the keyword catalog. Triggers on Reddit/Bluesky/news feed dumps of unblocked political content, "find others that should be blocked", "add these", missed names or slurs.

addwords — extract missed keywords from a feed and add them to the catalog

Source of truth: edit calm-the-chaos, not MuteSky

Per this repo's AGENTS.md, the authoritative catalog of permanent keyword categories lives in the calm-the-chaos repo, checked out locally at c:/github/calm-the-chaos. MuteSky consumes that catalog. So this skill edits the category files under c:/github/calm-the-chaos/keywords/categories/ and validates with npm test in that repo — never MuteSky's own keywords/ (which only holds trending/holiday client metadata). All paths below are absolute into calm-the-chaos.

Overview

The user pastes unfiltered content (e.g. r/politics or Bluesky posts that slipped past the filter). Extract the recurring names and charged terms that should have been blocked, then add them to the right category files with correct schema, weight, lifecycle, and alphabetical placement. The final gate is npm test in calm-the-chaos — it must stay green.

Core principle: add the broadest safe root, in the right category, without duplicates, and let npm test prove it.

Workflow

1. Extract candidates. Pull from the dump: recurring political figures (surnames + full names), advocacy orgs, inflammatory/attack terms, slurs, and incident/victim names. Rank by repetition — a name appearing 4× is a stronger signal than one appearing once. The user's examples (e.g. "mamdani", "pedophile") show the kind of thing they want.

2. Prefer the broadest safe root. Add shooting, not ICE shooting; rape/rapist, not date rape at rally. Before adding a compound, grep for a root that already covers it (or should be added instead). One good root beats five headline fragments — the curator retires headline fragments (see retired "ICE confirms", "Texas hospitals" in catalog-migrations.json).

   • Verify the root literally substring-matches the post text. The matcher is substring-based, so an existing shooting entry does NOT cover "opens fire" or "sniper," mosque attack does NOT cover "mosque burned," and protest does NOT cover "riot." If no active keyword appears verbatim in the headline, the post is still a blind spot — add a root that does (sniper, mosque, riot). Never conclude "already covered" without confirming the match.

3. Check existing coverage + retirements. For every candidate:

   grep -rli "candidate" c:/github/calm-the-chaos/keywords/categories/     # already present? in which file?
   grep -i "candidate" c:/github/calm-the-chaos/keywords/catalog-migrations.json   # was it deliberately retired?
   

   Skip anything already active. Do not re-add a term listed as retire in the manifest — the test fails if a retired keyword is active again.

4. Map to a category (see table) and assign weight (see table). People go in BOTH us-political-figures-single-name.json (surname) and us-political-figures-full-name.json (full name) — but only add a surname if it is distinctive AND unambiguous across people: add "Paxton"; skip a bare "Lee" (too common), and skip a surname that collides with a different public figure (e.g. "Shapiro" = a governor and a pundit — full name only).

5. Set lifecycle:

   • Political figures → tenure (inherited from the category header; no per-entry field needed).
   • Durable concepts/slogans/policy → evergreen (add "lifecycle": "evergreen" per entry in mixed-lifecycle files like immigration, or omit — missing = evergreen).
   • An incident, victim, suspect, or single-story name → event. Put it in new-developments.json (its category header is already event, so sort its keys by the full string as written) OR in the relevant durable category with "lifecycle": "event". Every event entry REQUIRES "reviewAfter": "YYYY-MM-DD" set about a month out (next month's date) — a future date that matches the style of existing event dates, which automatically satisfies the test's >= reviewedAt check.
   • A developing incident often yields BOTH a one-off name and a reusable root — different terms, add both: the act/weapon root (sniper, arson) in its topical category (gun-policy/political-violence-and-security-threats) as evergreen, and the person/victim/suspect name in new-developments as an event.

6. Insert alphabetically (case-insensitive) into the category's keywords object. Match the file's 12/16-space indentation. Find neighbors with:

   grep -nE '^\s+"[Pp][^"]*":' c:/github/calm-the-chaos/keywords/categories/us-political-figures-full-name.json
   

7. Avoid substring false positives. The matcher is substring-based, so a short root hides unrelated words: pedo→torpedo/speedo, ice→justice/police, rape→drapery. If a root is risky, either drop it, use a longer form, or note the risk in its description and flag it to the user.

8. Bump the catalog version. In c:/github/calm-the-chaos/keywords/catalog-migrations.json, bump the catalogVersion patch (e.g. 2026.07.4 → 2026.07.5) so clients fetch the additions. catalogVersion may already read ahead of the newest migrations entry — that is a prior pure-addition bump, not a mistake; just bump the patch again. Pure additions need NO migration entry — migrations are only for retire/rename/move.

9. Validate. Run tests in the calm-the-chaos repo:

   cd c:/github/calm-the-chaos && npm test
   

   All tests must pass (schema, no duplicate identities, lifecycle-review dates, manifest alignment). Fix any failure before reporting. Then summarize what was added, grouped by category, and list anything you deliberately held back for the user to decide.

Category map

Candidate type	File (under c:/github/calm-the-chaos/keywords/categories/)
US politician surname	us-political-figures-single-name.json
US politician full name	us-political-figures-full-name.json
Foreign head of state/gov	world-leaders.json (current leaders weight 0)
Pundit / media figure	media-personalities.json
Party / movement / advocacy org	political-organizations.json
Attack terms, slurs, charged rhetoric	political-rhetoric.json
Extremism, threats, violence-at-events	political-violence-and-security-threats.json
Racial-conflict terms, hate symbols	race-relations.json
Religious conflict / hate	religion.json
Sexual/interpersonal violence	relational-violence.json
Shootings, gun incidents	gun-policy.json
ICE / border / deportation	immigration.json
Developing incident / victim / suspect	new-developments.json (event + reviewAfter)

Federal agencies → us-government-institutions.json; weapons/military → military-and-defense.json; and the other topical files by name.

Weight guide

3 highest-priority default · 2 strong default · 1 regular default · 0 catalog-only, excluded from default filtering (used for over-broad or neutral names). Weight ≥1 to actually filter. Rule of thumb: currently dominating a news cycle → 3; recurring figure/term → 2; lower-profile or regional → 1; too generic to filter safely → 0.

Entry schema

"keyword": {
    "weight": 2,
    "description": "Short reason this is charged/relevant",
    "lifecycle": "evergreen"
}

lifecycle is optional (defaults to the category header, else evergreen). reviewAfter is only valid on event entries and is required for them.

Common mistakes

• Editing MuteSky's keywords/ instead of calm-the-chaos → wrong repo. Permanent categories live in calm-the-chaos.
• Duplicate identity → npm test fails. Case/space-insensitive; "Mamdani" (single) and "Zohran Mamdani" (full) are different identities and both fine, but don't add a term that already exists.
• Event entry with no reviewAfter, or a past date → test fails. Use a future date.
• Re-adding a retired keyword → test fails. Grep catalog-migrations.json first.
• Bare surname too broad ("Lee", "Scott") → full name only.
• Headline fragment instead of a root → prefer the durable root.