Comparison
promptext vs open-code-review
Verdict
Pick promptext if promptext is a Go-based tool that specializes in extracting code context for AI assistants, aiding in prompt engineering and code analysis; pick open-code-review if open-code-review is a hybrid architecture code review tool using deterministic pipelines and an LLM Agent to provide detailed feedback, including specific security rule checks.
Markdown twin · promptext alternatives · open-code-review alternatives
GraphCanon updated Sep 30, 2026
12views this month
vs
Trust & integrity
| Signal | promptext | open-code-review |
|---|---|---|
| Maintenance | Slowing (158d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Aug 19, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 19, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | No published findings from this source as of 2026-07-11 As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- promptext
- Smart code context extractor for AI assistants
- open-code-review
- Hybrid architecture code review tool with LLM Agent for precise line-level comments and built-in security rule checks.
Stars
- promptext
- 22
- open-code-review
- 21k
Forks
- promptext
- 1
- open-code-review
- 1.5k
Open issues
- promptext
- 0
- open-code-review
- 126
Language
- promptext
- Go
- open-code-review
- Go
Adopt for
- promptext
- Promptext is a Go-based tool that specializes in extracting code context for AI assistants, aiding in prompt engineering and code analysis.
- open-code-review
- open-code-review is a hybrid architecture code review tool using deterministic pipelines and an LLM Agent to provide detailed feedback, including specific security rule checks.
Persona
- promptext
- -
- open-code-review
- -
Runtime
- promptext
- -
- open-code-review
- -
License
- promptext
- Promptext is distributed under the MIT License, allowing for free use, modification, and distribution.
- open-code-review
- Apache-2.0 license, providing a balance between permissive usage and explicit patent grants.
Last pushed
- promptext
- Apr 12, 2026
- open-code-review
- Aug 19, 2026
Categories
- promptext
- Developer Tools, LLM Frameworks
- open-code-review
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- promptext
- Slowing (36%)
- open-code-review
- Very active (96%)
Days since push
- promptext
- 158d
- open-code-review
- 0d
Open issues (now)
- promptext
- 0
- open-code-review
- 126
Stars delta
- promptext
- 0 (30d)
- open-code-review
- +10k (30d)
Open issues delta
- promptext
- 0 (30d)
- open-code-review
- +89 (30d)
Owner type
- promptext
- User
- open-code-review
- Organization
OSV dependency advisories
- promptext
- Published findings
- open-code-review
- No published findings from this source as of 2026-07-11
Full report
- promptext
- Trust report
- open-code-review
- Trust report
Choose promptext if…
- License: promptext is MIT, open-code-review is Apache-2.0.
- Pricing: Promptext is free and open-source, with no direct costs for use..
- Requirements: Min 1 GB RAM; Requires Go 1.19+ for installation via Go install method..
- Tags unique to promptext: ai-tools, cli, code-analysis, code-context.
- When you need to extract code context for AI assistants in a Go-based project, as Promptext is specifically optimized for this language.
When NOT to use promptext
- If your project is not in Go, Promptext may not be the best choice, as its primary support is for Go projects.
- When you require a tool that supports multiple programming languages simultaneously, Promptext, being Go-centric, might not meet your needs.
- If you are looking for a tool that includes additional features beyond code context extraction, such as code refactoring or debugging, Promptext may not be the right fit.
Choose open-code-review if…
- License: open-code-review is Apache-2.0, promptext is MIT.
- Pricing: The tool is open-source and free..
- Tags unique to open-code-review: agent-skills, code-review-assistant, repository-level-context.
- When leveraging the capabilities of a large language model (LLM) agent for precise line-level commenting and rule enforcement, especially if you are familiar with or prefer Go in your tech stack.
When NOT to use open-code-review
- For development teams looking for a tool that offers real-time suggestions beyond line-level comments since open-code-review focuses on deterministic pipeline assessments and LLM-generated feedback at
- sync events.
- When specific integration with frameworks or languages not supported by this tool is crucial, such as those needing more Python-centric integrations which might not align well with its Go-based core.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (1broseidon/promptext) · observed Sep 20, 2026
- GitHub forks (1broseidon/promptext) · observed Sep 20, 2026
- Last push (1broseidon/promptext) · observed Apr 12, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (alibaba/open-code-review) · observed Sep 20, 2026
- GitHub forks (alibaba/open-code-review) · observed Sep 20, 2026
- Last push (alibaba/open-code-review) · observed Aug 19, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: promptext 22 · open-code-review 21k (synced Sep 20, 2026).
Common questions
- What is the difference between promptext and open-code-review?
- promptext: Smart code context extractor for AI assistants. open-code-review: Hybrid architecture code review tool with LLM Agent for precise line-level comments and built-in security rule checks.. See the comparison table for live GitHub stats and shared categories.
- When should I choose promptext over open-code-review?
- Choose promptext over open-code-review when License: promptext is MIT, open-code-review is Apache-2.0; Pricing: Promptext is free and open-source, with no direct costs for use.; Requirements: Min 1 GB RAM; Requires Go 1.19+ for installation via Go install method.; Tags unique to promptext: ai-tools, cli, code-analysis, code-context; When you need to extract code context for AI assistants in a Go-based project, as Promptext is specifically optimized for this language.
- When should I choose open-code-review over promptext?
- Choose open-code-review over promptext when License: open-code-review is Apache-2.0, promptext is MIT; Pricing: The tool is open-source and free.; Tags unique to open-code-review: agent-skills, code-review-assistant, repository-level-context; When leveraging the capabilities of a large language model (LLM) agent for precise line-level commenting and rule enforcement, especially if you are familiar with or prefer Go in your tech stack.
- When should I avoid promptext?
- If your project is not in Go, Promptext may not be the best choice, as its primary support is for Go projects. When you require a tool that supports multiple programming languages simultaneously, Promptext, being Go-centric, might not meet your needs. If you are looking for a tool that includes additional features beyond code context extraction, such as code refactoring or debugging, Promptext may not be the right fit.
- When should I avoid open-code-review?
- For development teams looking for a tool that offers real-time suggestions beyond line-level comments since open-code-review focuses on deterministic pipeline assessments and LLM-generated feedback at sync events. When specific integration with frameworks or languages not supported by this tool is crucial, such as those needing more Python-centric integrations which might not align well with its Go-based core.
- Is promptext or open-code-review more popular on GitHub?
- open-code-review has more GitHub stars (20,812 vs 22). Stars measure visibility, not whether either tool fits your constraints.
- Are promptext and open-code-review open source?
- Yes - both are open-source projects on GitHub (promptext: MIT, open-code-review: Apache-2.0).
- Where can I find alternatives to promptext or open-code-review?
- GraphCanon lists graph-backed alternatives at promptext alternatives and open-code-review alternatives (promptext markdown twin, open-code-review markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, promptext or open-code-review?
- promptext: Slowing. open-code-review: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for promptext and open-code-review?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: promptext trust report; open-code-review trust report.