diff --git a/Cargo.lock b/Cargo.lock
index c6dc101..9eee62a 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -677,7 +677,7 @@ dependencies = [
 
 [[package]]
 name = "socketry-project"
-version = "0.3.9"
+version = "0.3.10"
 dependencies = [
  "bake",
  "bake-agent-context",
diff --git a/Cargo.toml b/Cargo.toml
index 370f1dc..4a5da07 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "socketry-project"
-version = "0.3.9"
+version = "0.3.10"
 edition = "2024"
 license = "MIT"
 repository = "https://github.com/socketry/socketry-project-rust"
diff --git a/bake/Cargo.toml b/bake/Cargo.toml
index 38551d1..f4da9dd 100644
--- a/bake/Cargo.toml
+++ b/bake/Cargo.toml
@@ -7,4 +7,4 @@ publish = false
 [dependencies]
 bake = "0.19.0"
 bake-markdown = "0.3.0"
-socketry-project = { path = "..", version = "0.3.9" }
+socketry-project = { path = "..", version = "0.3.10" }
diff --git a/context/conventions.md b/context/conventions.md
index 921e346..d30447c 100644
--- a/context/conventions.md
+++ b/context/conventions.md
@@ -44,4 +44,5 @@ Before introducing a new semantic, layout, or naming pattern, check how related
 
 - Keep development tasks in a private `bake/` package. Depend on `socketry-project` there so task tooling does not become a runtime dependency of the published library.
 - Use the `cargo:after_version_bump` hook registered by `socketry-project` to update `license.md`, `releases.md`, and the generated sections of `readme.md`, then normalize those files and all Markdown under the public `context/` directory.
+- Follow the [socketry-project-pull-requests skill](https://github.com/socketry/socketry-project-rust/blob/main/context/pull-requests.md), including independent adversarial review and local iteration until all non-trivial issues are resolved.
 - Follow the `socketry-project-releasing` skill to prepare and publish a release. It links to Bake Cargo task documentation for workflow setup, trusted publishing, reviewers, and tag creation.
diff --git a/context/pull-requests.md b/context/pull-requests.md
index 9622d90..d8d0650 100644
--- a/context/pull-requests.md
+++ b/context/pull-requests.md
@@ -7,6 +7,17 @@ description: Prepare commits and GitHub pull requests for Socketry Rust projects
 
 Use these conventions when preparing commits or pull requests for Socketry Rust projects.
 
+## Adversarial review
+
+When sub-agents are available, use a sub-agent that did not implement the change for an independent adversarial review before opening the pull request. Keep the reviewer focused on inspecting the changes and reporting findings.
+
+- Give the reviewer the user's intent, relevant repository guidance, the diff, and the exact commit to review.
+- Ask it to challenge assumptions and identify concrete correctness, compatibility, testing, and documentation gaps. Findings should explain the affected behavior and supporting evidence.
+- Evaluate each finding against the intended behavior. Fix substantive issues and run the relevant checks; explain with evidence when a concern does not apply.
+- Iterate locally through review and fixes until all non-trivial issues are resolved. Have the reviewer confirm the final commit before opening the pull request. If the changes are revised later, re-review the affected changes before merging.
+
+Scale the review to the change's complexity and risk. A small documentation change needs a focused check of clarity and factual accuracy; changes to public APIs or runtime behavior need deeper scrutiny of semantics and regressions. Complete the required tests and configured GitHub approvals alongside the adversarial review.
+
 ## Titles and commits
 
 - Pull request titles must use Markdown, be complete sentences, and end with a full stop.
diff --git a/context/releasing.md b/context/releasing.md
index a6ddec3..7508486 100644
--- a/context/releasing.md
+++ b/context/releasing.md
@@ -22,7 +22,7 @@ cargo bake cargo:version:bump --version X.Y.Z
 
 Choose one version task. The `socketry-project` hook updates `license.md`, `releases.md`, and generated sections of `readme.md`, then normalizes those files and all Markdown under the public `context/` directory. Review the generated changes and ensure the release notes describe the actual changes.
 
-Run the project's required tests and coverage checks using the `socketry-project-testing` skill. Commit the version and release files, then run `cargo bake cargo:release` from the clean worktree. This validates and packages the release candidate; it does not publish or tag it. Open a reviewed pull request after the task succeeds.
+Run the project's required tests and coverage checks using the `socketry-project-testing` skill. Commit the version and release files, then run `cargo bake cargo:release` from the clean worktree. This validates and packages the release candidate; it does not publish or tag it. Follow the [adversarial review process in the socketry-project-pull-requests skill](https://github.com/socketry/socketry-project-rust/blob/main/context/pull-requests.md#adversarial-review), iterating locally until all non-trivial issues are resolved, then open the pull request after validation and review succeed.
 
 ## Publish through GitHub Actions
 
diff --git a/readme.md b/readme.md
index e658623..6571f06 100644
--- a/readme.md
+++ b/readme.md
@@ -39,6 +39,11 @@ Prepare a release with `cargo bake cargo:version:patch` (or `minor`, `major`, or
 
 See [releases.md](releases.md) for the full release history.
 
+### v0.3.10
+
+- Add independent adversarial review guidance, with local iteration until all non-trivial issues are resolved before opening a pull request.
+- Clarify that the private Bake package shares the workspace's root lockfile.
+
 ### v0.3.9
 
 - Follow Rust acronym casing in type and trait names, using `HtmlRenderer`, `HttpClient`, `UrlParser`, and `FileIo`.
@@ -48,11 +53,6 @@ See [releases.md](releases.md) for the full release history.
 - Let Cargo select setup dependency versions while retaining open-ended minimum requirements.
 - Require current agent-context and readme providers so installed guidance preserves repository instructions and shared conventions.
 
-### v0.3.7
-
-- Require a stable aggregate test and coverage result alongside publishing checks.
-- Clarify merge gates and repository-owned agent guidance in the shared conventions.
-
 <!-- bake-readme:releases:end -->
 
 ## See Also
diff --git a/releases.md b/releases.md
index 7f7fd5a..75e9604 100644
--- a/releases.md
+++ b/releases.md
@@ -1,7 +1,8 @@
 # Releases
 
-## Unreleased
+## v0.3.10
 
+- Add independent adversarial review guidance, with local iteration until all non-trivial issues are resolved before opening a pull request.
 - Clarify that the private Bake package shares the workspace's root lockfile.
 
 ## v0.3.9