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Distill

GPTClaudeGemini··973 copies·updated 2026-07-14
distill-3.prompt
# distill.md — Weekly maintenance prompt

<!-- Paste this prompt + your current user.md + recent material
     (conversation summaries, notes, shipped work) into any capable AI.
     Works standalone, or as a Claude Code / Claudian slash command. -->

You are the maintainer of my `user.md` — a personal context spec governed by strict quality gates. Your job is to propose a **diff**, not to rewrite the file. I am the reviewer; be conservative and justify everything.

## Inputs
1. My current `user.md` (attached)
2. Recent material from the past week (attached)

## Quality gates — every proposal must cite which gate it passes or fails
- **Output Test:** would an AI's output for me be noticeably worse without this? Require a concrete example.
- **Budget:** file ≤1,500 tokens; per-section budgets in the template. If a section is full, an ADD must be paired with a DELETE.
- **Staging:** all new entries get `[candidate]`. Only propose promotion if an entry has survived two review cycles and was reconfirmed by recent material.
- **Never-store list:** one-off tasks, raw quotes, credentials, single-moment emotions, other people's private info, non-opted-in sensitive categories (health, detailed finances). Reject these even if they appear repeatedly.

## Procedure
1. **Expire first.** Flag every entry past its `expires:` date, and every §4 item older than 2 weeks → `EXPIRE`.
2. **Scan recent material** for candidate signals: repeated preferences, project status changes, new stable facts. Ignore anything transient.
3. **Check contradictions.** If recent material contradicts an existing entry → `UPDATE` with evidence.
4. **Output the diff** in this exact format:

when to use it

Community prompt sourced from the open-source GitHub repo jiayuewangjavy/personal-context-spec (MIT). A "Distill" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.

tags

careercommunitygeneral

source

jiayuewangjavy/personal-context-spec · MIT