Features

Built around
the path from source to post.

Capture what matters, turn it into a canonical draft, adapt it by platform, and keep your voice intact the whole way.

01 — Capture

Your ideas, saved
the moment they spark.

Raw material is everywhere — a paper, a tweet, a shower thought. FromSource catches it before it evaporates. URLs, notes, snippets, images, video, audio, and files, all straight into an inbox that stays scoped to the right project or post.

  • iPhone and iPad Share Sheet support + Android share intents (shared items land as shared-tagged sources)
  • Seven source types: url, note, snippet, image, video, audio, file
  • URL sources fetch a readable summary and full-text preview for faster repeat opens
  • Scope each source to global, project, or post — reassign or clean up anytime
  • Search, filter, and rebalance scopes across your whole library
📥 Just added
🔗
Emotional Coherence in LLM Agents
"This frames the problem exactly right — use in next thread"
Emotional AILLM Systems🆕 Just added
📄
Stanford HAI 2024 Report (PDF)
"VC data on p.14 — cite in Series A framing post"
VC TrendsResearch
💬
Note: voice agent latency threshold
"Under 200ms feels magical — human perception insight"
Voice AgentsProduct
02 — Wizard Flow

The fastest path from source.
To publish-ready package.

Wizard is the default home because it removes setup friction. Pick a project, choose a post workspace, add sources, then run the one-click flow for canonical draft, variants, covers, and queue review.

  • Project and post selection happen inside the flow
  • Quick-add sources from inbox, library, or direct paste
  • One-click auto flow can draft, polish, generate covers, and build variants
  • Review package lands in queue without tab-switching
  • Advanced controls remain available when you want them
Wizard Session
01
Project: Voice Agents / Post: Emotional coherence
Active workspace selected before generation starts
02
3 source items attached
Paper + note + screenshot with "why this matters" context
03
Auto flow completed
Canonical draft, 4 variants, 2 cover sizes, queue-ready checklist
One path · fewer decisions · faster first win
03 — Style Engine

Posts that sound
like you wrote them.

The Style Engine learns from accepted posts, not raw generations. It combines explicit controls, exemplar anchors, and emotion-aware adjustment so the draft matches both your voice and the emotional weight of the point you are making.

  • 1%-100% sliders for tone, punchiness, emoji usage, confidence
  • Global defaults with per-project and per-post overrides
  • Emotion-aware guidance to tune tone, cadence, and emphasis
  • Fine-grained emotion model helps detect emotional signal in source and draft
  • Banned phrase list — never see "leverage synergy" again
  • Overused word tracking across your post history
  • Exemplar posts: manually curated, used as style anchors
  • "Sounds like me" rating feeds directly into training data
Your Style Profile
Global default Project override Post override
Nearest scope wins. Same 1%-100% controls at every level.
Casual
Formal
Measured
Punchy
No emoji
Emoji heavy
Tentative
Confident
Banned Phrases
leverage synergy game-changer exciting times thrilled to share
Preferred Phrases
here's what I learned the real problem is worth unpacking
04 — Automation

Low-touch prep.
Human final approval.

Auto Mode runs on a schedule, discovers topics, builds a canonical draft, generates variants and covers, then hands you a review-ready package. It is automation with provenance and audit trail, not a black-box autopost bot.

  • Project-level toggle and recurring weekly schedule
  • Topic discovery and ranking against project fit
  • Canonical draft, variants, covers, and checklist packaging
  • Per-run logs, provenance, and run history
  • No publish without explicit human action
Auto Mode Run
Discover
Topic candidates ranked for Voice Agents project
Signals from saved sources, feeds, and recent history
Compose
Draft + variants + cover package generated
Automation provenance attached to every output
Approve
Human queues or rejects the run package
Nothing publishes until you explicitly confirm
05 — Bundles + Variants

One canonical idea.
Many native outputs.

Once the canonical draft is solid, FromSource creates platform-aware variants and can group them into a coordinated bundle. Anchor the bundle around a post, launch, or video and fan the message out on your terms.

  • Native variants for X, LinkedIn, Threads, Bluesky, Reddit, Facebook, Instagram, Xiaohongshu, YouTube, Substack, and Medium
  • Bundle-related posts around one anchor idea, launch, or YouTube video
  • Queue all bundle variants at once, with a saved default minute interval between them (0 = same timestamp)
  • YouTube-anchor bundles include title, chapters, and pinned-comment fields
  • Publish log tracks every touchpoint with posted/skipped/failed outcomes
Anchor Asset Bundle
Title
Why Emotional AI Changes Everything (Not What You Think)
Chapters
0:00 Intro — the wrong mental model
2:14 What emotional coherence actually means
7:40 3 patterns from production systems
14:22 Where the field goes next
Pinned Comment
Resources + timestamps below. Drop your take in the comments — especially if you've built in this space. I read everything.
06 — Publish History

Every post.
All in one place.

A full log of every draft you've published — with the sources that fed it, the platforms it went to, your own "sounds like me" rating, and a one-click clone button to spin up a new draft from an old one. Learning from what worked, built-in.

  • Filter by platform, topic, date, or rating
  • Source provenance: which library items fed each post
  • "What worked" annotation per post
  • One-click "Clone Draft" to reuse structure
  • Exemplar promotion: star a post to teach the Style Engine
📋 Post History
Why Emotional AI is the next frontier
𝕏 in
★ 4.8 2d ago Clone
RAG pitfalls nobody talks about
𝕏
★ 4.5 5d ago Clone
Hiring for AI teams — the real rubric
in f
★ 5.0 1w ago Clone
Ready?

Build a source-first writing system.
Not another posting tool.

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