photo-library-rescue
GitHub解决照片库杂乱问题。遵循备份优先原则,按截图、连拍、重复等低情感价值顺序清理,建立轻量相册与月度维护习惯,确保照片可查找且不再堆积垃圾。
Trigger Scenarios
Install
npx skills add mohitagw15856/pm-claude-skills --skill photo-library-rescue -g -y
SKILL.md
Frontmatter
{
"name": "photo-library-rescue",
"description": "Rescue a photo library drowning in duplicates, screenshots, and 40,000 unsorted items — the triage order that shrinks first (screenshots, bursts, dupes), the album-vs-search philosophy that ends over-organizing, and the backup rule that comes before any deleting. Use when asked organize my photo library, 40k photos help, delete duplicate photos safely, or set up a photo system that lasts. Produces the backup-first step, the shrink passes in order, the light organizing layer, and the monthly habit."
}
Photo Library Rescue Skill
Photo libraries induce a special paralysis: 40,000 items, emotional stakes, and no obvious start. The rescue order matters — backup before touching anything, then shrink by category (screenshots, bursts, blur, duplicates — the low-sentiment bulk), and only then organize what remains, lightly, because modern search (dates, places, faces, content) does more than albums ever did. The goal isn't a curated museum; it's a library where the good photos are findable and the cruft stopped multiplying.
What This Skill Produces
- The backup-first step — verified, before any deletion; the rescue's non-negotiable opening
- The shrink passes — ordered by volume-per-sentiment: screenshots → bursts/near-dupes → blur/pocket shots → true duplicates
- The light organizing layer — favorites + a handful of albums for purposes, search trusted for the rest
- The monthly habit — the ten-minute pass that keeps the library from re-growing the cruft
Required Inputs
Ask for these if not provided:
- The platform(s) — one ecosystem or a split (phone + cloud + old hard drive); splits need a consolidation decision first, and the skill sequences it
- The scale and the pain — count, and what actually hurts (storage full? can't find anything? duplicate anxiety?) — the passes reorder by the pain
- Backup status, honestly — is there ANY second copy? Nothing deletes until yes
- Sentiment hotspots — the irreplaceable categories (the kids, the trip, the late relative's photos) — flagged so no bulk rule ever touches them
Framework: The Rescue Order
- Backup precedes deletion, absolutely: a second verified copy (cloud + local, ideally) before pass one — because bulk deletion with no backup converts a mess into a tragedy. Verify by restoring a sample, not by trusting a sync icon.
- Shrink by category, lowest sentiment first: screenshots (search
screenshot, review-delete in bulk — they're 10–30% of most libraries and 0% of the memories) → burst/near-duplicate sets (keep best-of, platforms surface these) → blur and pocket shots → exact duplicates last (dedupe tools where available, always into a reviewable album before final delete). - Organize purposes, not taxonomy: favorites for the genuinely good; albums only for uses (Kids' highlights, House documents, the annual-book candidates) — never year/month albums (dates already do that) and never one-album-per-event (search does that). Ten albums is a system; a hundred is a second mess.
- The photos-as-documents split: receipts, whiteboards, IDs, and forms photographed over the years get moved to the document system (folder-structure-designer) or a Documents album — they pollute both search and memories where they sit.
- The habit closes the loop: monthly ten minutes — favorite the month's best, delete the month's screenshots/bursts, done. Cruft compounds monthly or gets cleared monthly; the choice is the habit.
Output Format
Photo Rescue: [platform(s)] — [count] items
Step 0 — Backup (verified)
[The second copy plan · the restore-a-sample verification · nothing proceeds before this line clears]
The Shrink Passes (in order)
| Pass | How | Est. reduction |
|---|---|---|
| [Screenshots · bursts · blur · exact dupes — each with the platform's mechanism] |
The Light Layer
[Favorites discipline · the ≤10 purpose-albums · the documents split · search-first retrieval note]
The Monthly Ten Minutes
[The three moves, calendared]
Quality Checks
- Backup verified by restore-sample before any deletion
- Passes run lowest-sentiment-first, and sentiment hotspots are excluded from bulk rules
- Duplicates route through a reviewable album before final deletion
- Albums number ≤10 and each names a purpose
- The monthly habit exists with a calendar entry
Anti-Patterns
- Do not delete anything before the verified backup — the rule with no exceptions
- Do not start with the sentimental years — paralysis lives there; screenshots first
- Do not build year/month albums — dates are already an index
- Do not chase perfect curation — findable-good beats museum-complete, and only one of them ever finishes
- Do not run bulk rules over the flagged hotspots — the kids' photos get eyes, not filters
Version History
- 471c606 Current 2026-07-22 14:04


