Find Missing Translations Skill

Find Missing Translations

Overview

Extract string resource keys from the default values/strings.xml that are absent in a target locale's strings.xml, excluding non-translatable entries. Outputs missing keys and offers to translate them.

When to Use

Need to find untranslated strings for a specific locale
Preparing a batch of strings for a translator
Checking translation coverage after adding new features

Background: Crowdin strip-identical behavior

This repo syncs translations via Crowdin (branch l10n_crowdin_translations). Crowdin's default export behavior omits any translation that exactly equals the source, so a key that the translator deliberately kept as English (common for brand terms like "Nowhere Drop", single-word loanwords like "Apps" / "Feed" / "Issues", or version prefixes like "v%1$s") will not appear in the locale's strings.xml even though the Crowdin UI shows it as 100% translated.

What this means for this skill:

The raw on-disk diff is the candidate set. A key missing from a locale file is either genuinely untranslated or a source-identical entry Crowdin stripped. Both are reported; the human decides which to skip. The Crowdin web UI ("N untranslated") is the ground truth for what genuinely needs work.
Source-identical entries are a small, recognizable minority. Brand terms (Nowhere X), single-word loanwords (Apps / Feed / Issues), and bare version/format strings (v%1$s) are the usual cases. Skip these by inspection rather than translating them to something identical.
Don't add source-identical fallbacks. Android falls back to values/strings.xml at runtime, so a key intentionally kept as English already renders correctly, and Crowdin's next sync would strip a local duplicate anyway.

Historical note: an earlier version of this skill tried to auto-filter the candidate list with a git "sync-timestamp" heuristic (skip any key added before the last New Crowdin translations commit). It was dropped because it produced false negatives: a key added shortly before an export that translators simply hadn't reached yet is genuinely missing, but the heuristic classified it as "Crowdin already decided." Trust the raw diff + the Crowdin UI instead.

Target Locales

The default set of locales (unless the user specifies otherwise):

| Locale | Language | Directory | |--------|----------|-----------| | cs-rCZ | Czech | values-cs-rCZ | | pt-rBR | Brazilian Portuguese | values-pt-rBR | | sv-rSE | Swedish | values-sv-rSE | | de-rDE | German | values-de-rDE |

Technique

1. Identify files

Default:  amethyst/src/main/res/values/strings.xml
Target:   amethyst/src/main/res/values-<locale>/strings.xml

2. Find missing keys using cs-rCZ as reference

Always diff against cs-rCZ first — it is the most complete locale and serves as the reference. Any keys missing in cs-rCZ will also be missing in the other target locales.

You MUST diff both <string name= AND <plurals name= — these are independent resource types and a key that is a <plurals> in the source will never appear in a <string> diff. Forgetting <plurals> is the most common silent failure of this skill (it misses things like music_playlist_track_count, notification_count_more, etc.).

# Strings: extract translatable keys from default (exclude translatable="false")
echo "=== missing <string> ==="
comm -23 \
  <(grep '<string name=' amethyst/src/main/res/values/strings.xml \
    | grep -v 'translatable="false"' \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort) \
  <(grep '<string name=' amethyst/src/main/res/values-cs-rCZ/strings.xml \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort)

# Plurals: a separate resource type — MUST be diffed independently
echo "=== missing <plurals> ==="
comm -23 \
  <(grep '<plurals name=' amethyst/src/main/res/values/strings.xml \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort) \
  <(grep '<plurals name=' amethyst/src/main/res/values-cs-rCZ/strings.xml \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort)

This gives two lists of missing key names — keep them separate; <plurals> translations need the per-locale CLDR category set (see Step 5 → "Plurals: handle with care").

Crowdin can asymmetrically strip keys across locales (each translator independently chose source-identical for different keys), so cs-rCZ is not a reliable upper bound. Diff every target locale and union the results — don't assume the cs-rCZ set covers the others. A quick per-locale count is a useful sanity check against the Crowdin UI's "N untranslated":

for locale in cs-rCZ de-rDE sv-rSE pt-rBR; do
  ns=$(comm -23 \
    <(grep '<string name=' amethyst/src/main/res/values/strings.xml \
      | grep -v 'translatable="false"' | sed 's/.*name="\([^"]*\)".*/\1/' | sort) \
    <(grep '<string name=' amethyst/src/main/res/values-$locale/strings.xml \
      | sed 's/.*name="\([^"]*\)".*/\1/' | sort) | wc -l)
  np=$(comm -23 \
    <(grep '<plurals name=' amethyst/src/main/res/values/strings.xml \
      | sed 's/.*name="\([^"]*\)".*/\1/' | sort) \
    <(grep '<plurals name=' amethyst/src/main/res/values-$locale/strings.xml \
      | sed 's/.*name="\([^"]*\)".*/\1/' | sort) | wc -l)
  echo "$locale: strings=$ns plurals=$np total=$((ns+np))"
done

The combined strings + plurals total should line up with the Crowdin web UI's untranslated count for that locale. If it does, the raw diff is your actionable set (minus any source-identical entries you skip by inspection — see Background).

3. Get English values for missing keys

For each missing key, extract its English value. <string> is a single line; <plurals> is a multi-line block — handle each appropriately.

# Missing <string>: full line from default strings.xml
while IFS= read -r key; do
  grep "name=\"$key\"" amethyst/src/main/res/values/strings.xml
done < <(comm -23 \
  <(grep '<string name=' amethyst/src/main/res/values/strings.xml \
    | grep -v 'translatable="false"' \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort) \
  <(grep '<string name=' amethyst/src/main/res/values-cs-rCZ/strings.xml \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort))

# Missing <plurals>: extract the multi-line block (opening tag through </plurals>)
while IFS= read -r key; do
  awk -v key="$key" '
    $0 ~ "<plurals name=\"" key "\"" { in_p = 1 }
    in_p { print }
    in_p && /<\/plurals>/ { in_p = 0 }
  ' amethyst/src/main/res/values/strings.xml
done < <(comm -23 \
  <(grep '<plurals name=' amethyst/src/main/res/values/strings.xml \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort) \
  <(grep '<plurals name=' amethyst/src/main/res/values-cs-rCZ/strings.xml \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort))

4. Audit missing strings for plural-shaped patterns

Before presenting results, scan the missing English strings for two red-flag patterns and warn the user about each match:

Hardcoded "1" next to a noun. A new English string like "1 reply", "1 follower", or "1 minute ago" almost always belongs in a <plurals> resource — not a <string>. Hardcoding 1 in English forces every translator to either also hardcode 1 (breaking languages where the one category covers other numbers, e.g. some Slavic languages) or to silently change the meaning.
A %d / %1$d placeholder in a clearly singular/plural sentence (e.g. "%1$d reply", "%d follower"). Even though the placeholder is parameterised, English-only one/other agreement won't survive translation into languages that need few/many.

Also audit existing <plurals> resources for two anti-patterns:

quantity="one" items that hardcode the literal 1 (instead of using a %d / %1$d placeholder) — broken for languages where the one CLDR category covers more than just n=1 (Russian, Ukrainian, Croatian, etc.).
quantity="zero" items in any locale that doesn't natively use the zero CLDR category — i.e. everything except Arabic (ar) and Welsh (cy). ICU/CLDR maps count=0 to other for English and all the locales we ship to (cs, de, pt-BR, sv, etc.), so <item quantity="zero"> is dead code there: getQuantityString(id, 0) will pick other, never the zero entry, and the visible runtime string ends up "…0 items" instead of the intended "…no items".

If a UX genuinely wants special "no items" wording at count=0, that has to be a call-site if (count == 0) branch to a separate <string>, not a quantity="zero" plural item.

Flag and offer to fix:

# Scan every locale's strings.xml for <item quantity="one"> entries that
# hardcode "1" (or other literal digits) instead of using a placeholder.
# Looks at default + all values-* locales.
for f in amethyst/src/main/res/values/strings.xml amethyst/src/main/res/values-*/strings.xml; do
  awk -v file="$f" '
    /<plurals/ { in_plurals = 1; name = $0; sub(/.*name="/, "", name); sub(/".*/, "", name) }
    in_plurals && /quantity="one"/ {
      # Extract item text (between > and <)
      text = $0; sub(/^[^>]*>/, "", text); sub(/<.*$/, "", text)
      # Flag if it contains a digit AND no %d / %1$d placeholder
      if (text ~ /[0-9]/ && text !~ /%[0-9]*\$?d/) {
        print file ":  <plurals name=\"" name "\">  one=\"" text "\""
      }
    }
    /<\/plurals>/ { in_plurals = 0 }
  ' "$f"
done

Then scan for dead quantity="zero" entries. CLDR's zero category is integer-bearing only in Arabic (ar) and Welsh (cy). In every other locale, count=0 falls through to other, so a <item quantity="zero"> entry is dead and likely a translator/author bug (or it silently never fires):

for f in amethyst/src/main/res/values/strings.xml amethyst/src/main/res/values-*/strings.xml; do
  # Skip Arabic and Welsh — they natively use the zero category.
  case "$f" in
    *values-ar*|*values-cy*) continue ;;
  esac
  awk -v file="$f" '
    /<plurals/ { in_plurals = 1; name = $0; sub(/.*name="/, "", name); sub(/".*/, "", name) }
    in_plurals && /quantity="zero"/ {
      text = $0; sub(/^[^>]*>/, "", text); sub(/<.*$/, "", text)
      print file ":  <plurals name=\"" name "\">  zero=\"" text "\""
    }
    /<\/plurals>/ { in_plurals = 0 }
  ' "$f"
done

For each hit, warn the user that the entry is unreachable in that locale. The fix is to remove the <item quantity="zero"> and, if the UX wanted distinct wording for count=0, add a separate <string> plus an if (count == 0) branch at the call site (see "Plurals: handle with care" below).

Quick scan over the missing keys:

# Flag missing English values that look like they should be <plurals>
while IFS= read -r key; do
  line=$(grep "name=\"$key\"" amethyst/src/main/res/values/strings.xml)
  # Hardcoded standalone "1" (word-boundary), or a count placeholder followed by a likely-countable noun
  if echo "$line" | grep -qE '>([^<]*\b1\b[^<]*|[^<]*%[0-9]*\$?d[^<]*)<'; then
    echo "PLURAL CANDIDATE: $line"
  fi
done < <(comm -23 \
  <(grep '<string name=' amethyst/src/main/res/values/strings.xml \
    | grep -v 'translatable="false"' \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort) \
  <(grep '<string name=' amethyst/src/main/res/values-cs-rCZ/strings.xml \
    | sed 's/.*name="\([^"]*\)".*/\1/' | sort))

The regex is intentionally noisy — review each hit by hand. Many %d strings (e.g. "Limits for kind %1$d", "Max event size (bytes)") are not plural-bearing. Only flag the ones whose surrounding noun changes form with the count.

For each genuine match, stop and warn the user before translating, e.g.:

⚠️ notification_count is "1 new reply" — this hardcodes "1" and should likely be a <plurals> resource (e.g. quantity="one" → "%d new reply", quantity="other" → "%d new replies"). Convert before translating?

Do not silently translate plural-shaped <string> entries; the wrong shape will then need to be fixed in every locale.

5. Present results and ask to translate

Output the missing entries as raw XML resource lines (copy-paste ready):

    <string name="attestation_valid">Valid</string>
    <string name="attestation_valid_from">Valid from %1$s</string>
    <string name="feed_group_lists">Lists</string>

Also check <string-array> and <plurals> tags using the same approach if the project uses them.

Plurals: handle with care

When adding or proposing <plurals> entries, follow these rules:

Never hardcode "1" in the English text of a quantity="one" item. Use the format placeholder (e.g. %1$d / %d) so the runtime substitutes the actual count. Hardcoding "1" breaks every language whose one category covers numbers other than 1 (e.g. some Slavic languages).
Don't assume one + other is enough. CLDR plural categories vary by language: zero, one, two, few, many, other. Always include every category the target language uses, not just the categories present in English. Examples:
- English (en): one, other
- Czech (cs): one, few, many, other
- Polish (pl): one, few, many, other
- Russian (ru): one, few, many, other
- Arabic (ar): zero, one, two, few, many, other
- German / Swedish / Brazilian Portuguese: one, other
When a missing string contains a count placeholder and is conceptually a singular/plural pair, flag it before translating — it may belong as a <plurals> resource rather than a single <string>. Surface this to the user before proposing translations.
Do not use quantity="zero" outside Arabic (ar) and Welsh (cy). CLDR's zero category is integer-bearing only in those two languages. Android calls PluralRules.select(0) for the device locale; in English/German/Czech/Polish/Russian/Swedish/Portuguese/etc. it returns other, so the explicit <item quantity="zero"> is never picked at runtime and the user sees "…0 items" instead of the intended wording. If the design calls for "no items" at count=0, model it as a separate <string> and an if (count == 0) branch at the call site:
```
val label = if (count == 0) {
    stringRes(R.string.foo_no_items, dateLabel)
} else {
    pluralStringResource(R.plurals.foo_items, count, dateLabel, count)
}
```
Reference: Android <plurals> docs and CLDR plural rules.

Then ask the user: "Would you like me to translate these missing strings into [list of target locales]?"

6. Adding translations (if approved)

When adding translated strings to locale files:

Append new strings at the bottom of the file, just before the closing </resources> tag.
Do NOT try to insert them in alphabetical or matching order — a separate process handles ordering.

Common Mistakes

Forgetting translatable="false" — these should never appear in locale files
Diffing only <string name= — <plurals> is a separate resource type; a source <plurals> missing from a locale will never show up in a <string> diff. Always run the diff twice (once per resource type) as shown in Step 2. The same goes for <string-array> if the project uses it.
Trusting a git "sync-timestamp" heuristic to pre-filter the list — this skill used to skip keys added before the last New Crowdin translations commit, on the theory that Crowdin had already "decided" them. It was dropped: a key added shortly before an export that translators hadn't reached yet is genuinely missing, so the heuristic silently dropped real work. Use the raw on-disk diff and reconcile against the Crowdin web UI's untranslated count instead.
Adding source-identical fallbacks locally — they get overwritten on the next Crowdin sync. Android falls back to values/strings.xml at runtime anyway, so a key intentionally kept as English already renders correctly. Skip these by inspection (brand terms, loanwords, v%1$s-style strings); don't translate them to an identical value.
Skipping per-locale diffs when only diffing cs-rCZ — Crowdin can strip different keys in different locales (each translator's choice), so cs-rCZ is not a reliable upper bound. Diff each target locale and union the results.
Inserting strings in a specific position — always append at the bottom; ordering is handled separately
Hardcoding "1" in a <plurals> quantity="one" item — always use the count placeholder; otherwise non-English one categories produce wrong text
Copying English's one/other set into every locale — each language must include all CLDR plural categories it uses (e.g. Czech needs one, few, many, other)
Using <item quantity="zero"> to special-case count=0 — outside Arabic and Welsh, this entry is unreachable: ICU/CLDR maps 0 → other, so the runtime never picks the zero item and the user sees "…0 items". Special-case at the call site with a separate <string> instead.

Agent Skills: Find Missing Translations

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