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Reading

CAN I VIBECODE

Recall?

KINDAYou can build the valuable core, but the established product has meaningful operational complexity. Pick one narrow promise for v1.

BUILD FIRST

  1. One specific customer type and one primary use case
  2. A vertical slice that completes the main job without manual workarounds
  3. Visible limits, review steps, and a fallback when an external dependency fails

LEAVE FOR LATER

  1. Broad third-party integrations
  2. High-scale collaboration, syncing, and permissions
  3. Automation that can cause harm without human review

RESEARCH NOTES

What this tool actually does.

Checked 2026-09-06

Recall Reader (Recall Reader Inc.) is an Android EPUB/e-book reader optimized for e-ink devices such as BOOX, built around one guarantee: never show content the user hasn't read. Its distinctive AI features are grounded in reading progress: 'Previously on…' recaps generated only from finished chapters; tap-any-name 'Who is this?' character lookups that refresh who a character is, what they've done, and why they matter up to the current reading position (extending across earlier finished books in a series for Pro); and 'Explain', which rewrites dense or archaic passages into plain English, helpful for second-language reading. Other features: save quotes as shareable images, reading stats (streaks, session time, yearly heatmap), community trends, and a library with search, filters, status chips (Reading/To Read/Finished), series grouping, and EPUB import including Calibre Wi-Fi sync. Free

RESEARCHED BUILD PROMPT

Give this to your coding agent.

Build a focused reading companion in the spirit of Recall Reader: an Android EPUB reader whose core promise is spoiler-free context, with every AI feature grounded strictly in the reader's progress, never in unread text. Core workflow: (1) open a book and get a 'Previously on…' recap generated only from chapters the user has finished; (2) tap any character name for a 'Who is this?' profile limited to events, motives, and relationships up to the current position; (3) long-press a passage for a plain-English 'Explain' (dense prose, archaic language, or second language); (4) save quotes as shareable images; (5) track streaks, session time, and progress. User-facing requirements: a distraction-free EPUB reader, chapter and in-book progress tracking, library with status chips and series grouping, character mention detection with names linked to the reading position. Technical requirements: EPUB parsing (Readium/ebookjs), local SQLite/FTS for library and metadata, LLM calls where prompts inject only read-slice text plus a strict no-spoilers system constraint, offline-first storage, and an e-ink-friendly UI (high contrast, no animations, large touch targets). Do not copy Recall Reader's brand, proprietary assets, or UI—build an original minimal interface. Explicitly out of scope: cloud sync/backup, community trends, Calibre sync (local file imports only). Deliver a README covering setup, architecture, and important limitations: AI latency/cost, token limits on long books, and the honest caveat that the spoiler guarantee is best-effort, not provable.
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