diff --git a/docs/examples.md b/docs/examples.md
index f00e8f6..8a76ec5 100644
--- a/docs/examples.md
+++ b/docs/examples.md
@@ -1,6 +1,6 @@
 ## Download tables 
 
-Starting from version `0.8.0`, you can restrict outputs to `assembly_summary.tsv` and `taxonomy.tsv`
+Starting from [v0.8.0](https://github.com/metagenlab/assembly_finder/releases/tag/v0.8.0), you can restrict outputs to `assembly_summary.tsv` and `taxonomy.tsv`
 
 * Command
 
diff --git a/docs/index.md b/docs/index.md
index f45605d..156840d 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,30 +1,31 @@
 # assembly_finder
 [![tests](https://github.com/metagenlab/assembly_finder/actions/workflows/unit-tests.yml/badge.svg)](https://github.com/metagenlab/assembly_finder/actions/workflows/unit-tests.yml)
 [![docs](https://github.com/metagenlab/assembly_finder/actions/workflows/build-docs.yml/badge.svg)](https://github.com/metagenlab/assembly_finder/actions/workflows/build-docs.yml)
-[![docs](https://github.com/metagenlab/assembly_finder/actions/workflows/docker-publish.yml/badge.svg)](https://github.com/metagenlab/assembly_finder/actions/workflows/docker-publish.yml)
+[![docker](https://github.com/metagenlab/assembly_finder/actions/workflows/docker-publish.yml/badge.svg)](https://github.com/metagenlab/assembly_finder/actions/workflows/docker-publish.yml)
 
-[![](https://img.shields.io/static/v1?label=CLI&message=Snaketool&color=blueviolet)](https://github.com/beardymcjohnface/Snaketool)
+[![snaketool](https://img.shields.io/static/v1?label=CLI&message=Snaketool&color=blueviolet)](https://github.com/beardymcjohnface/Snaketool)
 [![license](https://img.shields.io/github/license/metagenlab/assembly_finder.svg)](https://github.com/metagenlab/assembly_finder/blob/main/LICENSE)
 [![version](https://img.shields.io/conda/vn/bioconda/assembly_finder)](http://bioconda.github.io/recipes/assembly_finder/README.html)
 [![downloads](https://img.shields.io/conda/dn/bioconda/assembly_finder)](https://anaconda.org/bioconda/assembly_finder)
 
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.13353494.svg)](https://zenodo.org/doi/10.5281/zenodo.13353494)
 
-assembly_finder is a [Snakemake](https://github.com/snakemake/snakemake)-powered cli to download genomes with [NCBI datasets](https://github.com/ncbi/datasets).  
+`assembly_finder` is a [Snakemake](https://github.com/snakemake/snakemake)-powered cli, written in [Snaketool](https://github.com/beardymcjohnface/Snaketool), to download genomes with [NCBI datasets](https://github.com/ncbi/datasets).  
 
 ## Installation
 
-=== "mamba <small>(recommended)</small>" 
+=== "Conda <small>(recommended)</small>" 
 
     ```sh
-    mamba create -n assembly_finder assembly_finder
+    conda create -n assembly_finder assembly_finder
     ```
     !!! note
         Requires a [Miniforge](https://github.com/conda-forge/miniforge) installation
-=== "docker" 
+
+=== "Apptainer" 
 
     ```sh
-    docker pull ghcr.io/metagenlab/assembly_finder:latest
+    apptainer pull docker://ghcr.io/metagenlab/assembly_finder:latest
     ```
 
     !!! note
@@ -51,7 +52,7 @@ assembly_finder is a [Snakemake](https://github.com/snakemake/snakemake)-powered
 === "container"
 
     ```sh
-    docker run ghcr.io/metagenlab/assembly_finder:latest \
+    apptainer run docker://ghcr.io/metagenlab/assembly_finder:latest \
     assembly_finder -i staphylococcus_aureus -nb 1 --no-use-conda
     ```
 
diff --git a/docs/inputs.md b/docs/inputs.md
index 324da2d..1216a32 100644
--- a/docs/inputs.md
+++ b/docs/inputs.md
@@ -1,6 +1,6 @@
 # Inputs
 
-Input can be either a string or a table, and queries can be either taxa or accession as shown in [NCBI datasets docs](https://www.ncbi.nlm.nih.gov/datasets/docs/v2/download-and-install).
+Input can be either a string or a table, and queries can be either taxa or accessions as shown in [NCBI datasets docs](https://www.ncbi.nlm.nih.gov/datasets/docs/v2/download-and-install).
 
 ## Strings
 
@@ -17,8 +17,8 @@ Input can be either a string or a table, and queries can be either taxa or acces
 === "Accessions"
 
     ```sh
-    assembly_finder --accession -i GCF_003812505.1,\
-    GCF_000418345.1,GCF_000157115.2 -o accessions
+    assembly_finder --accession -i GCF_003812505.1,GCF_000418345.1,GCF_000157115.2 \
+    -o accessions
     ```
     !!! note