recall-explain

Estrelas11

Forks1

Atualizado24 de junho de 2026 às 04:14

Activate when raw recall results need interpretation — user asks a factual/historical question likely to have graph coverage, and you want clustered, contradiction-flagged, actionable output instead of a flat score-sorted list. Also activate when recall returns 5+ results and you need to decide which matter.

Instalação

Instalar com Codex ou Claude Copie este prompt, cole no Codex, Claude ou outro assistente e deixe que ele revise a página da skill e instale para você.

Fonte

42U

42U/laqrumcode

Abrir repositório GitHub Ver repositórios do creator

Download

Ocupações relacionadasSOC

Baseado na classificação ocupacional SOC

Desenvolvedores de softwareInformática e Matemática·SOC 15-1252

SKILL.md

readonly

Mais deste repositório

mesmo repositório

audit-drift

42U/laqrumcode

Activate periodically (not per-session) to sample concepts from the graph and verify their claims against current state — code paths, recent sources, user-provided ground truth. Flag stale concepts for supersede-stale. Without this, knowledge rot poisons retrieval silently.

2026-06-2411

capture-insight

42U/laqrumcode

Activate when an insight worth keeping emerges mid-session — a surprising finding, a reusable pattern, a user correction, or a decision with rationale. Use this to write knowledge into the laqrumcode graph immediately rather than waiting for end-of-session daemon extraction (which is batch-only and can have hours of lag).

2026-06-2411

extract-knowledge

42U/laqrumcode

Activate when the user wants to distill lasting knowledge from ANY source — PDF, web article, pasted text, codebase file, transcript, markdown doc, or book chapter. Source-agnostic replacement for extract-pdf-gems. Same workflow core; source-type-aware quality rules.

2026-06-2411

extract-pdf-gems

42U/laqrumcode

Activate when the user asks to extract, mine, distill, or "pull gems" from a PDF, academic paper, book chapter, or research document into the laqrumcode memory graph. Also activate for phrases like "read this paper and remember it", "dense knowledge gems", "pull the insights", or when the user points at a PDF and asks to study it.

2026-06-2411

ground-on-memory

42U/laqrumcode

Activate when the user asks about state, history, prior work, codebase knowledge, or anything where injected memory should inform the response. Triggers include "what do you know about", "remember", "earlier", "last time", "we discussed", "in this codebase", "prior work", "previously", or any direct question about project/session state.

2026-06-2411

knowledge-gap-scan

42U/laqrumcode

Activate when the user wants to know what they DO and DON'T know about a topic, before starting research or a project. Turns the graph from a reference library into an active planning tool by reporting coverage and explicit gaps.

2026-06-2411

name	recall-explain
description	Activate when raw recall results need interpretation — user asks a factual/historical question likely to have graph coverage, and you want clustered, contradiction-flagged, actionable output instead of a flat score-sorted list. Also activate when recall returns 5+ results and you need to decide which matter.