diff --git a/Cargo.toml b/Cargo.toml
index 7cef32d..e5e6d5f 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -22,7 +22,8 @@ default = ["std"]
 std = ["alloc", "secp256k1-sys/std"]
 # allow use of Secp256k1::new and related API that requires an allocator
 alloc = ["secp256k1-sys/alloc"]
-bitcoin-hashes-std = ["bitcoin_hashes/std"]
+bitcoin-hashes = ["bitcoin_hashes"] # Feature alias because of the underscore.
+bitcoin-hashes-std = ["bitcoin-hashes", "bitcoin_hashes/std"]
 rand-std = ["rand/std", "rand/std_rng"]
 recovery = ["secp256k1-sys/recovery"]
 lowmemory = ["secp256k1-sys/lowmemory"]
diff --git a/contrib/test.sh b/contrib/test.sh
index 05f56ee..950ad1c 100755
--- a/contrib/test.sh
+++ b/contrib/test.sh
@@ -2,7 +2,7 @@
 
 set -ex
 
-FEATURES="bitcoin_hashes global-context lowmemory rand recovery serde std alloc"
+FEATURES="bitcoin-hashes global-context lowmemory rand recovery serde std alloc"
 # These features are typically enabled along with the 'std' feature, so we test
 # them together with 'std'.
 STD_FEATURES="rand-std bitcoin-hashes-std"
diff --git a/src/ecdh.rs b/src/ecdh.rs
index 8215fa6..b2c5032 100644
--- a/src/ecdh.rs
+++ b/src/ecdh.rs
@@ -127,7 +127,7 @@ impl AsRef<[u8]> for SharedSecret {
 ///
 /// # Examples
 /// ```
-/// # #[cfg(all(feature = "bitcoin_hashes", feature = "rand-std", feature = "std"))] {
+/// # #[cfg(all(feature = "bitcoin-hashes-std", feature = "rand-std", feature = "std"))] {
 /// # use secp256k1::{ecdh, Secp256k1, PublicKey, SecretKey};
 /// # use secp256k1::hashes::{Hash, sha512};
 /// # use secp256k1::rand::thread_rng;
@@ -239,7 +239,7 @@ mod tests {
 
     #[test]
     #[cfg(not(fuzzing))]
-    #[cfg(all(feature="rand-std", feature = "std", feature = "bitcoin_hashes"))]
+    #[cfg(all(feature="std", feature = "rand-std", feature = "bitcoin-hashes-std"))]
     fn bitcoin_hashes_and_sys_generate_same_secret() {
         use bitcoin_hashes::{sha256, Hash, HashEngine};
         use crate::ecdh::shared_secret_point;
diff --git a/src/key.rs b/src/key.rs
index 96b21d7..836dcec 100644
--- a/src/key.rs
+++ b/src/key.rs
@@ -25,7 +25,7 @@ use crate::Error::{self, InvalidPublicKey, InvalidPublicKeySum, InvalidSecretKey
 use crate::ffi::{self, CPtr, impl_array_newtype};
 use crate::ffi::types::c_uint;
 
-#[cfg(feature = "bitcoin_hashes")]
+#[cfg(feature = "bitcoin-hashes")]
 use crate::{hashes, ThirtyTwoByteHash};
 
 #[cfg(feature = "serde")]
@@ -246,8 +246,8 @@ impl SecretKey {
     /// assert_eq!(sk1, sk2);
     /// # }
     /// ```
-    #[cfg(feature = "bitcoin_hashes")]
-    #[cfg_attr(docsrs, doc(cfg(feature = "bitcoin_hashes")))]
+    #[cfg(feature = "bitcoin-hashes")]
+    #[cfg_attr(docsrs, doc(cfg(feature = "bitcoin-hashes")))]
     #[inline]
     pub fn from_hashed_data<H: ThirtyTwoByteHash + hashes::Hash>(data: &[u8]) -> Self {
         <H as hashes::Hash>::hash(data).into()
@@ -349,7 +349,7 @@ impl SecretKey {
     }
 }
 
-#[cfg(feature = "bitcoin_hashes")]
+#[cfg(feature = "bitcoin-hashes")]
 impl<T: ThirtyTwoByteHash> From<T> for SecretKey {
     /// Converts a 32-byte hash directly to a secret key without error paths.
     fn from(t: T) -> SecretKey {
diff --git a/src/lib.rs b/src/lib.rs
index 1b8a7e4..aff0cdf 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -41,7 +41,7 @@
 //! trigger any assertion failures in the upstream library.
 //!
 //! ```rust
-//! # #[cfg(all(feature = "std", feature="rand-std", feature="bitcoin_hashes"))] {
+//! # #[cfg(all(feature = "std", feature="rand-std", feature="bitcoin-hashes-std"))] {
 //! use secp256k1::rand::rngs::OsRng;
 //! use secp256k1::{Secp256k1, Message};
 //! use secp256k1::hashes::sha256;
@@ -58,7 +58,7 @@
 //! If the "global-context" feature is enabled you have access to an alternate API.
 //!
 //! ```rust
-//! # #[cfg(all(feature="global-context", feature = "std", feature="rand-std", features = "bitcoin_hashes"))] {
+//! # #[cfg(all(feature="global-context", feature = "std", feature="rand-std", features = "bitcoin-hashes-std"))] {
 //! use secp256k1::rand::thread_rng;
 //! use secp256k1::{generate_keypair, Message};
 //! use secp256k1::hashes::sha256;
@@ -71,7 +71,7 @@
 //! # }
 //! ```
 //!
-//! The above code requires `rust-secp256k1` to be compiled with the `rand-std` and `bitcoin_hashes`
+//! The above code requires `rust-secp256k1` to be compiled with the `rand-std` and `bitcoin-hashes-std`
 //! feature enabled, to get access to [`generate_keypair`](struct.Secp256k1.html#method.generate_keypair)
 //! Alternately, keys and messages can be parsed from slices, like
 //!
@@ -83,7 +83,7 @@
 //! let secret_key = SecretKey::from_slice(&[0xcd; 32]).expect("32 bytes, within curve order");
 //! let public_key = PublicKey::from_secret_key(&secp, &secret_key);
 //! // This is unsafe unless the supplied byte slice is the output of a cryptographic hash function.
-//! // See the above example for how to use this library together with `bitcoin_hashes`.
+//! // See the above example for how to use this library together with `bitcoin-hashes-std`.
 //! let message = Message::from_slice(&[0xab; 32]).expect("32 bytes");
 //!
 //! let sig = secp.sign_ecdsa(&message, &secret_key);
@@ -141,12 +141,14 @@
 //! * `alloc` - use the `alloc` standard Rust library to provide heap allocations.
 //! * `rand` - use `rand` library to provide random generator (e.g. to generate keys).
 //! * `rand-std` - use `rand` library with its `std` feature enabled. (Implies `rand`.)
+//! * `bitcoin-hashes` - use the `bitcoin-hashes` library.
+//! * `bitcoin-hashes-std` - use the `bitcoin-hashes` library with its `std` feature enabled (implies `bitcoin-hashes`).
 //! * `recovery` - enable functions that can compute the public key from signature.
 //! * `lowmemory` - optimize the library for low-memory environments.
 //! * `global-context` - enable use of global secp256k1 context (implies `std`).
 //! * `serde` - implements serialization and deserialization for types in this crate using `serde`.
 //!           **Important**: `serde` encoding is **not** the same as consensus encoding!
-//! * `bitcoin_hashes` - enables interaction with the `bitcoin-hashes` crate (e.g. conversions).
+//!
 
 // Coding conventions
 #![deny(non_upper_case_globals, non_camel_case_types, non_snake_case)]
@@ -188,8 +190,8 @@ pub use rand;
 #[cfg(feature = "serde")]
 #[cfg_attr(docsrs, doc(cfg(feature = "serde")))]
 pub use serde;
-#[cfg(feature = "bitcoin_hashes")]
-#[cfg_attr(docsrs, doc(cfg(feature = "bitcoin_hashes")))]
+#[cfg(feature = "bitcoin-hashes")]
+#[cfg_attr(docsrs, doc(cfg(feature = "bitcoin-hashes")))]
 pub use bitcoin_hashes as hashes;
 pub use secp256k1_sys as ffi;
 pub use crate::key::{PublicKey, SecretKey};
@@ -203,7 +205,7 @@ pub use context::global::SECP256K1;
 
 use core::{fmt, str, mem, marker::PhantomData};
 use crate::ffi::{CPtr, impl_array_newtype, types::AlignedType};
-#[cfg(feature = "bitcoin_hashes")]
+#[cfg(feature = "bitcoin-hashes")]
 use crate::hashes::Hash;
 
 /// Trait describing something that promises to be a 32-byte random number; in particular,
@@ -214,24 +216,24 @@ pub trait ThirtyTwoByteHash {
     fn into_32(self) -> [u8; 32];
 }
 
-#[cfg(feature = "bitcoin_hashes")]
-#[cfg_attr(docsrs, doc(cfg(feature = "bitcoin_hashes")))]
+#[cfg(feature = "bitcoin-hashes")]
+#[cfg_attr(docsrs, doc(cfg(feature = "bitcoin-hashes")))]
 impl ThirtyTwoByteHash for hashes::sha256::Hash {
     fn into_32(self) -> [u8; 32] {
         self.into_inner()
     }
 }
 
-#[cfg(feature = "bitcoin_hashes")]
-#[cfg_attr(docsrs, doc(cfg(feature = "bitcoin_hashes")))]
+#[cfg(feature = "bitcoin-hashes")]
+#[cfg_attr(docsrs, doc(cfg(feature = "bitcoin-hashes")))]
 impl ThirtyTwoByteHash for hashes::sha256d::Hash {
     fn into_32(self) -> [u8; 32] {
         self.into_inner()
     }
 }
 
-#[cfg(feature = "bitcoin_hashes")]
-#[cfg_attr(docsrs, doc(cfg(feature = "bitcoin_hashes")))]
+#[cfg(feature = "bitcoin-hashes")]
+#[cfg_attr(docsrs, doc(cfg(feature = "bitcoin-hashes")))]
 impl<T: hashes::sha256t::Tag> ThirtyTwoByteHash for hashes::sha256t::Hash<T> {
     fn into_32(self) -> [u8; 32] {
         self.into_inner()
@@ -280,8 +282,8 @@ impl Message {
     /// assert_eq!(m1, m2);
     /// # }
     /// ```
-    #[cfg(feature = "bitcoin_hashes")]
-    #[cfg_attr(docsrs, doc(cfg(feature = "bitcoin_hashes")))]
+    #[cfg(feature = "bitcoin-hashes")]
+    #[cfg_attr(docsrs, doc(cfg(feature = "bitcoin-hashes")))]
     pub fn from_hashed_data<H: ThirtyTwoByteHash + hashes::Hash>(data: &[u8]) -> Self {
         <H as hashes::Hash>::hash(data).into()
     }
@@ -1021,7 +1023,7 @@ mod tests {
         assert!(SECP256K1.verify_ecdsa(&msg, &sig, &pk).is_ok());
     }
 
-    #[cfg(feature = "bitcoin_hashes")]
+    #[cfg(feature = "bitcoin-hashes")]
     #[test]
     fn test_from_hash() {
         use crate::hashes::{self, Hash};
diff --git a/src/secret.rs b/src/secret.rs
index 4f0aaf2..4ccd33d 100644
--- a/src/secret.rs
+++ b/src/secret.rs
@@ -43,7 +43,7 @@ macro_rules! impl_display_secret {
             }
         }
 
-        #[cfg(all(not(feature = "std"), feature = "bitcoin_hashes"))]
+        #[cfg(all(not(feature = "std"), feature = "bitcoin-hashes"))]
         impl ::core::fmt::Debug for $thing {
             fn fmt(&self, f: &mut ::core::fmt::Formatter) -> ::core::fmt::Result {
                 use crate::hashes::{sha256, Hash, HashEngine};
@@ -63,7 +63,7 @@ macro_rules! impl_display_secret {
             }
         }
 
-        #[cfg(all(not(feature = "std"), not(feature = "bitcoin_hashes")))]
+        #[cfg(all(not(feature = "std"), not(feature = "bitcoin-hashes")))]
         impl ::core::fmt::Debug for $thing {
             fn fmt(&self, f: &mut ::core::fmt::Formatter) -> ::core::fmt::Result {
                 write!(f, "<secret requires std or bitcoin_hashes feature to display>")