# What to use for code review

> 'PR review' — reading a diff and judging risk before it merges.

Source: https://tashan.sh/task/code-review.html
Ranked by fit for the task, then how well it documents itself, then the tashan score
  (upkeep and freshness, gated by real adoption). Public evidence only — nothing paid can
  change a rank. Method: https://tashan.sh/methodology.html

## Ranked

| # | Capability | tashan score | Adoption evidence | Activity |
|---|---|---|---|---|
| 1 | [Sem](https://tashan.sh/capability/pkg-ataraxy-labs-sem.html) | 70 | 3k/wk | active |
| 2 | [Weavatrix](https://tashan.sh/capability/pkg-weavatrix.html) | 59 | 358/wk | active |
| 3 | [Roundtable](https://tashan.sh/capability/plugin-wan-huiyan-agent-review-panel-roundtable.html) | 57 | 30 ★ | active |
| 4 | [GitHub Autopilot](https://tashan.sh/capability/plugin-shweta-mishra-ai-github-autopilot-github-autopilot.html) | 55 | 23 ★ | active |
| 5 | [Archy](https://tashan.sh/capability/plugin-hslee16-archy-archy.html) | 49 | 6 ★ | active |
| 6 | [Temper](https://tashan.sh/capability/plugin-galando-temper-temper.html) | 46 | 13 ★ | active |
| 7 | [Mattpocock Skills](https://tashan.sh/capability/plugin-mattpocock-skills-mattpocock-skills.html) | 78 | 191k ★ | active |
| 8 | [Memtrace](https://tashan.sh/capability/pkg-memtrace.html) | 72 | 5k/wk | active |
| 9 | [AI Devkit](https://tashan.sh/capability/plugin-codeaholicguy-ai-devkit-ai-devkit.html) | 71 | 2k ★ | active |
| 10 | [Brooks Lint](https://tashan.sh/capability/plugin-hyhmrright-brooks-lint-brooks-lint.html) | 70 | 1k ★ | active |
| 11 | [Symforge](https://tashan.sh/capability/pkg-symforge.html) | 69 | 2k/wk | active |
| 12 | [Coderabbit](https://tashan.sh/capability/plugin-coderabbitai-skills-coderabbit.html) | 67 | 142 ★ | active |
| 13 | [Code Index](https://tashan.sh/capability/pkg-regsorm-code-index-mcp.html) | 67 | 898/wk | active |
| 14 | [Sonarqube](https://tashan.sh/capability/plugin-sonarsource-sonarqube-agent-plugins-sonarqube.html) | 65 | 98 ★ | active |
| 15 | [Qodo](https://tashan.sh/capability/plugin-qodo-ai-qodo-skills-qodo.html) | 64 | 44 ★ | active |
| 16 | [Sigmap](https://tashan.sh/capability/pkg-sigmap.html) | 64 | 703/wk | active |
| 17 | [Argot](https://tashan.sh/capability/pkg-tmonier-argot.html) | 62 | 708/wk | active |
| 18 | [Mergify](https://tashan.sh/capability/plugin-mergifyio-mergify-cli-mergify.html) | 61 | 28 ★ | active |
| 19 | [Codescene Codehealth](https://tashan.sh/capability/plugin-codescene-oss-codescene-mcp-server-codescene-codehealth.html) | 59 | 58 ★ | active |
| 20 | [Otito](https://tashan.sh/capability/pkg-bashbop-otito.html) | 59 | 432/wk | active |
| 21 | [Delphi Dev](https://tashan.sh/capability/plugin-adrianosantostreina-delphi-dev-delphi-dev.html) | 56 | 71 ★ | active |
| 22 | [Fixmap](https://tashan.sh/capability/pkg-aryam-fixmap.html) | 56 | 177/wk | active |
| 23 | [Monocle](https://tashan.sh/capability/plugin-josephschmitt-monocle-monocle.html) | 53 | 70 ★ | active |
| 24 | [Devflow](https://tashan.sh/capability/plugin-the01geek-devflow-autopilot-devflow.html) | 53 | 17 ★ | active |
| 25 | [Consensus Rnd](https://tashan.sh/capability/plugin-chronoaiproject-consensus-rnd-consensus-rnd.html) | 52 | 23 ★ | active |
| 26 | [Tilth](https://tashan.sh/capability/pkg-tilth.html) | 51 | 505/wk | active |
| 27 | [Supergraph](https://tashan.sh/capability/plugin-datit309-supergraph-supergraph.html) | 50 | 22 ★ | active |
| 28 | [AI Craftsman Superpowers](https://tashan.sh/capability/plugin-buldee-ai-craftsman-superpowers-ai-craftsman-superpowers.html) | 50 | 35 ★ | active |
| 29 | [Dreamforge Audit](https://tashan.sh/capability/plugin-brainit-consulting-dreamforgesoftwareagentskills-dreamforge-audit.html) | 43 | 6 ★ | active |
| 30 | [Coordinator Claude](https://tashan.sh/capability/plugin-oduffy-delphi-coordinator-claude-coordinator-claude.html) | 42 | 5 ★ | active |
| 31 | [Super Ralph](https://tashan.sh/capability/plugin-aezizhu-super-ralph-super-ralph.html) | 42 | 9 ★ | active |
| 32 | [Audit Project](https://tashan.sh/capability/plugin-agent-sh-audit-project-audit-project.html) | 41 | 3 ★ | active |
| 33 | [Deslop · agent-sh](https://tashan.sh/capability/plugin-agent-sh-deslop-deslop.html) | 41 | 3 ★ | active |
| 34 | [Nova Thesis](https://tashan.sh/capability/plugin-jerry7991-nova-thesis-nova-thesis.html) | 40 | 12 ★ | active |
| 35 | [Githits](https://tashan.sh/capability/pkg-githits.html) | 76 | 2k/wk | active |
| 36 | [Monomind](https://tashan.sh/capability/pkg-monomind.html) | 68 | 1k/wk | active |
| 37 | [Neat](https://tashan.sh/capability/pkg-neat-is-mcp.html) | 68 | 946/wk | active |
| 38 | [Praxis Engineering](https://tashan.sh/capability/plugin-borghei-claude-skills-praxis-engineering.html) | 66 | 413 ★ | active |
| 39 | [Memtrace Skills](https://tashan.sh/capability/pkg-memtrace-skills.html) | 63 | 514/wk | active |
| 40 | [Frappe Inspector](https://tashan.sh/capability/pkg-frappe-inspector-mcp.html) | 52 | 150/wk | active |

Showing the top 40 of 137. The full ranked shelf is at https://tashan.sh/task/code-review.html.

## What these numbers are not

- The tashan score measures upkeep, freshness and adoption. It is **not** a security
  verdict and **not** a measure of whether the capability works well.
- `not scored` means too little public evidence to rank, never that something is bad.
- The security audit is separate and free per capability, on each page above.