diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3831cda..897d011 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,8 +4,25 @@ summary: Chronological history of repository and skill changes.
 
 # Changelog
 
-## 2026-07-31 — Added the review-fix-loop cross-cutting evaluation corpus, recorded the first review-fix-loop `update_pr` fix cycle
+## 2026-07-31 — Packaged and documented the standalone review-fix-loop skill, added the review-fix-loop cross-cutting evaluation corpus, recorded the first review-fix-loop `update_pr` fix cycle
 
+- feat(review-fix-loop): package and document the standalone skill for discovery
+  (issue #102, epic #95, the epic's final child) — list `skills/review-fix-loop`
+  in the README's "Current reusable agent skills" section with its
+  `local_commit`/`update_pr` policies and the tracked #103/#104/#105
+  caller-migration follow-ups, correct the eight-skills count to nine, and wire
+  its `just test-review-fix-loop`/`just eval-review-fix-loop` targets into the
+  Quick Start and evaluation sections; add `review-fix-loop` to
+  `scripts/validate_plugins.py`'s `REQUIRED_SKILLS` set so a missing install or
+  a missing `agents/openai.yaml` fails plugin packaging validation in CI,
+  matching every other repository-owned skill; refresh
+  `agents/claude-code.md`/`agents/openai.yaml`, stale since issue #98, to
+  describe the `local_commit`/`update_pr` workflows issues #99-#101 actually
+  delivered instead of only document validation and one review pass; and add a
+  "Publication policy and retained commits" section to `SKILL.md` itself stating
+  that both workflows keep fixes local until convergence, that `update_pr`
+  publishes exactly once, and that every non-converged terminal result reports
+  its retained unpushed commits via `unpushed_commits`/`operator_action`
 - fix(review-fix-loop): configure `user.email`/`user.name` on both git clones
   `scripts/evals/corpus.py`'s
   `up_sequential_publication_race_second_clone_loses` scenario creates,
@@ -16,7 +33,7 @@ summary: Chronological history of repository and skill changes.
   with "Author identity unknown" in GitHub Actions even though every local run
   passed; reproduced the exact CI failure locally under a forced no-identity
   condition, confirmed the fix resolves it, and confirmed GitHub Actions' own
-  `ci` check on PR #113 is green
+  `ci` check on PR #113 is green (`a44fc2f3397349ca4d38ad7456dc97b95bba0648`)
 - fix(review-fix-loop): consolidate `scripts/evals/helpers.py`'s five fixtures
   that were byte-identical or functionally identical to
   `scripts/tests/helpers.py`'s own (`init_repo`, `CLEAN_TEMPLATE`,
diff --git a/README.md b/README.md
index 654751a..e826c60 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ A personal monorepo for agent skills and supporting scripts.
 
 ## Installation
 
-Install the plugin when you need any composed workflow. It packages all eight
+Install the plugin when you need any composed workflow. It packages all nine
 skills together so stable-name dependencies such as `implement-ticket`,
 `review-code-change`, and `babysit-pr` are available in the same fresh session.
 
@@ -84,6 +84,18 @@ Current reusable agent skills:
   is not justified by real requirements or repository constraints
 - `skills/review-code-simplicity` — reduce local cognitive load through
   behavior-preserving reuse, DRY, control-flow, and test simplification
+- `skills/review-fix-loop` — take cooperative ownership of an existing committed
+  candidate, run the complete repository review suite in a fresh read-only
+  subagent by default, apply ticket-scoped fixes in isolated attempt worktrees,
+  and repeat until review converges or a bounded stop condition is reached;
+  supports a `local_commit` policy (every fix stays local — the operator
+  publishes them separately) and an `update_pr` policy (one expected-old,
+  fast-forward-only Git push immediately after convergence). Standalone today:
+  no existing caller skill invokes it yet — see
+  [issues #103](https://github.com/shaug/agent-scripts/issues/103),
+  [#104](https://github.com/shaug/agent-scripts/issues/104), and
+  [#105](https://github.com/shaug/agent-scripts/issues/105) for the tracked
+  `implement-ticket`/`babysit-pr`/`carve-changesets` migration follow-ups.
 
 The composed implementation dependency chain is:
 
@@ -135,8 +147,10 @@ just test-review-suite
 just test-babysit-pr
 just test-implement-ticket
 just test-implement-epic
+just test-review-fix-loop
 just eval-implement-ticket
 just eval-implement-epic
+just eval-review-fix-loop
 ```
 
 Validate a review packet and result together:
@@ -151,6 +165,7 @@ Run deterministic local evaluation harnesses without an agent runtime:
 just eval-carve-changesets
 just eval-implement-ticket
 just eval-implement-epic
+just eval-review-fix-loop
 ```
 
 The carve-changesets command first runs its objective integration self-test,
@@ -180,6 +195,13 @@ runtime, pass its stdin/stdout JSON adapter through
 just eval-implement-ticket-claude
 ```
 
+`just eval-review-fix-loop` drives `review-fix-loop`'s own cross-cutting,
+result-blind corpus: twenty scenarios that run the real `local_commit`/
+`update_pr` engine against disposable Git repositories with scripted
+reviewer/decide/apply_fix fixtures (no subprocess boundary, no model call, no
+network) and grade the result against independently derived Git evidence. See
+[its README](skills/review-fix-loop/evals/README.md) for the corpus contract.
+
 ### Result-blind review replay evaluation
 
 `review-suite/evals/` is the canonical evaluator that measures what the review
diff --git a/scripts/validate_plugins.py b/scripts/validate_plugins.py
index 8ae1aae..d1fa24b 100644
--- a/scripts/validate_plugins.py
+++ b/scripts/validate_plugins.py
@@ -19,6 +19,7 @@
     "review-code-change",
     "review-code-simplicity",
     "review-correctness",
+    "review-fix-loop",
     "review-solution-simplicity",
 }
 REVIEW_SKILLS = {
diff --git a/skills/review-fix-loop/SKILL.md b/skills/review-fix-loop/SKILL.md
index 3bc4fb6..9f22d9c 100644
--- a/skills/review-fix-loop/SKILL.md
+++ b/skills/review-fix-loop/SKILL.md
@@ -280,6 +280,33 @@ unreachable remote, the remote-target lock actually being exercised through
 `run_update_pr`, and rejection of an invalid invocation or a `local_commit`
 invocation at the API boundary.
 
+## Publication policy and retained commits
+
+Both standalone workflows keep every intermediate fix commit strictly local
+until the aggregate review converges. Neither workflow ever publishes a fix as
+it is made; there is no partial-publication path.
+
+- `local_commit` never writes to a remote at all, converged or not. A converged
+  result reports `publication.status: not_applicable` and lists every commit it
+  made in `unpushed_commits` — this is the expected, non-error shape of success,
+  and `operator_action` names how the operator publishes those commits through
+  their own workflow.
+- `update_pr` publishes exactly once, only in the instant the aggregate review
+  first comes back clean, via one expected-old, fast-forward-only Git push (see
+  [Run the standalone `update_pr` workflow](#run-the-standalone-update_pr-workflow)
+  above). Before that instant, and on every non-`converged` exit
+  (`changes_remaining` or `blocked`, including `remote_advanced` and
+  `publication_failed`), the commits this invocation made remain local and
+  unpushed.
+- **Every non-converged terminal result — under either policy — reports its
+  retained, unpushed commits explicitly in `unpushed_commits` and names the
+  concrete next step in `operator_action`.** A caller must not assume "no error"
+  means "nothing to do": read `terminal_state`, `unpushed_commits`, and
+  `operator_action` together before treating an invocation as finished, and see
+  [`references/CONTRACT.md`](references/CONTRACT.md)'s "Terminal result" section
+  for the complete per-state publication and retained-commit rules the validator
+  enforces.
+
 ## Evaluation
 
 [`evals/README.md`](evals/README.md) documents the cross-cutting, result-blind
diff --git a/skills/review-fix-loop/agents/claude-code.md b/skills/review-fix-loop/agents/claude-code.md
index 7b3f426..dc5b1b1 100644
--- a/skills/review-fix-loop/agents/claude-code.md
+++ b/skills/review-fix-loop/agents/claude-code.md
@@ -4,9 +4,22 @@ Optional discovery metadata for Claude Code and Claude Agent SDK runtimes. It
 does not constrain the skill's portable contract.
 
 - Display name: Review Fix Loop.
-- Suggested prompt: "Use the review-fix-loop skill to validate this
-  invocation/checkpoint/terminal-result document, or to run and record one
-  complete review pass for the current candidate."
+- Suggested prompt: "Use the review-fix-loop skill to run the standalone
+  review/fix/converge loop for this committed candidate — `local_commit` if
+  fixes should stay local for me to publish myself, or `update_pr` if it should
+  push once, immediately after convergence — or to validate this
+  invocation/checkpoint/terminal-result document, or to run and record just one
+  complete review pass."
+- Standalone workflows: `scripts/local_commit.py`'s `run_local_commit(...)` and
+  `scripts/update_pr.py`'s `run_update_pr(...)` are the two full end-to-end
+  entry points (see
+  [`references/local-commit.md`](../references/local-commit.md) and
+  [`references/update-pr.md`](../references/update-pr.md)). Every intermediate
+  fix commit stays local under both policies; only `update_pr` publishes, and
+  only once, immediately after the aggregate review comes back clean. A
+  non-`converged` terminal result always reports its retained, unpushed commits
+  in `unpushed_commits` plus an `operator_action` naming what the operator must
+  do next — never silently drop them.
 - Fresh read-only review context: invoke repository-owned `review-code-change`
   in a subagent (Agent tool) restricted to
   `Read, Grep, Glob, Bash, Agent, Task, Skill` — no `Edit`, `Write`,
diff --git a/skills/review-fix-loop/agents/openai.yaml b/skills/review-fix-loop/agents/openai.yaml
index 1bc1c14..43b66cc 100644
--- a/skills/review-fix-loop/agents/openai.yaml
+++ b/skills/review-fix-loop/agents/openai.yaml
@@ -1,4 +1,4 @@
 interface:
   display_name: "Review Fix Loop"
-  short_description: "Validate review-fix-loop documents and run one complete review pass"
-  default_prompt: "Use $review-fix-loop to validate this invocation/checkpoint/terminal-result document, or to run and record one complete review pass for the current candidate."
+  short_description: "Run the standalone review/fix/converge loop (local_commit or update_pr) for a committed candidate"
+  default_prompt: "Use $review-fix-loop to run the standalone review/fix/converge loop for this committed candidate under local_commit or update_pr, or to validate this invocation/checkpoint/terminal-result document, or to run and record just one complete review pass."