diff --git a/Cargo.toml b/Cargo.toml
index a2207fb..3562eee 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "faba"
-version = "0.16.9"
+version = "0.16.10"
 edition = "2021"
 rust-version = "1.91"
 license = "MIT"
@@ -14,6 +14,7 @@ categories = ["science", "command-line-utilities"]
 exclude = [
     "**/.claude/**",
     "docs/superpowers/**",
+    "docs/screenshots/**",
     "**/.DS_Store",
     "reference/**",
     "*.bam",
diff --git a/README.md b/README.md
index b46eff6..66ac69c 100644
--- a/README.md
+++ b/README.md
@@ -6,9 +6,26 @@
 RNA modifications (DART-seq m6A, A-to-I editing), alternative polyadenylation
 (APA), gene counts, read depth, and SNP genotypes.
 
-Its product is the matrices; nothing here fits a model. The embedding,
-trajectory and annotation commands that read them live in
-[`senna`](https://github.com/causalpathlab/legume-rs) (legume-rs).
+## A quick look
+
+Run in a terminal, `run`, `qc`, `pileup`, `metagene` and `pwm` open full-screen views;
+`--batch-process` skips them for scripts and clusters.
+
+**`faba run`**: pick the BAMs (signal and control), steps and flags, preview the command, and run it.
+
+![faba run](docs/screenshots/run.png)
+
+**`faba qc`**: set site thresholds, see what each one keeps, and write a filtered copy.
+
+![faba qc](docs/screenshots/qc.png)
+
+**`faba pileup`**: browse a gene's modification sites, one track per batch.
+
+![faba pileup](docs/screenshots/pileup.png)
+
+**`faba pwm`**: the sequence logo around the called sites.
+
+![faba pwm](docs/screenshots/pwm.png)
 
 ## Installation
 
@@ -74,7 +91,7 @@ cargo install --path .
 | `hdf5`  | HDF5 backend + `.h5`/`.h5ad` readers | `libhdf5` on the build host |
 
 There is no `cuda` / `metal` feature: nothing on the BAM-to-matrix path touches a
-GPU. `senna` (in legume-rs) carries those for the code that does.
+GPU.
 
 Add them with `--features`:
 
@@ -147,10 +164,6 @@ faba <COMMAND> [OPTIONS]
 
 Run `faba <COMMAND> --help` for the detailed options of each subcommand.
 
-Embedding (`gem`), annotation (`annotate-by-projection`), trajectory
-(`lineage`, `lineage-plot`) and modality dynamics (`dyn-assoc`) are `senna`
-subcommands — they read the matrices above by prefix.
-
 ## Methods
 
 The method write-ups are **compiled into the binary** — `include_str!`, not files read at
@@ -162,8 +175,6 @@ faba docs                # list what there is
 faba docs profiling      # BAM -> per-cell features: m6A, A-to-I, APA, counts, SNPs
 ```
 
-The annotation and lineage write-ups moved with their subcommands: `senna docs`.
-
 The same files live in [`docs/`](docs/), which also carries the design notes for work that is
 planned but **not implemented** (kept separate on purpose — reading a plan as though it described
 the code is how people end up debugging things that were never built).
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