Comparison
promptext vs QA-Pilot
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 QA-Pilot if qA-Pilot is an interactive chat tool for navigating and understanding GitHub repositories using LLMs, built with Svelte.
Markdown twin · promptext alternatives · QA-Pilot alternatives
GraphCanon updated Sep 30, 2026
vs
Trust & integrity
| Signal | promptext | QA-Pilot |
|---|---|---|
| Maintenance | Slowing (158d since push) As of Sep 18, 2026 · github_public_v1 | Very active (2d since push) As of Sep 7, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 7, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | Published findings 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
- QA-Pilot
- Interactive chat project for GitHub code repository navigation
Stars
- promptext
- 22
- QA-Pilot
- 327
Forks
- promptext
- 1
- QA-Pilot
- 42
Open issues
- promptext
- 0
- QA-Pilot
- 8
Language
- promptext
- Go
- QA-Pilot
- Svelte
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.
- QA-Pilot
- QA-Pilot is an interactive chat tool for navigating and understanding GitHub repositories using LLMs, built with Svelte.
Persona
- promptext
- -
- QA-Pilot
- -
Runtime
- promptext
- -
- QA-Pilot
- -
License
- promptext
- Promptext is distributed under the MIT License, allowing for free use, modification, and distribution.
- QA-Pilot
- The Apache-2.0 license allows use in both open-source and commercial contexts while requiring attribution.
Last pushed
- promptext
- Apr 12, 2026
- QA-Pilot
- Sep 4, 2026
Categories
- promptext
- Developer Tools, LLM Frameworks
- QA-Pilot
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- promptext
- Slowing (36%)
- QA-Pilot
- Very active (96%)
Days since push
- promptext
- 158d
- QA-Pilot
- 2d
Open issues (now)
- promptext
- 0
- QA-Pilot
- 8
Stars delta
- promptext
- 0 (30d)
- QA-Pilot
- +1 (30d)
Full report
- promptext
- Trust report
- QA-Pilot
- Trust report
Choose promptext if…
- promptext is primarily Go; QA-Pilot is Svelte.
- License: promptext is MIT, QA-Pilot 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 QA-Pilot if…
- QA-Pilot is primarily Svelte; promptext is Go.
- License: QA-Pilot is Apache-2.0, promptext is MIT.
- Pricing: Free under the Apache-2.0 license, but users might incur costs related to GPU usage for performance..
- Requirements: Requires Docker; Requires Docker for setup.; Benefits from access to NVIDIA GPUs via Docker configurations for enhanced performance..
- Tags unique to QA-Pilot: deepseek, glm, huggingface, langchain.
- Use QA-Pilot if you need to leverage both local and online large language models (LLMs) for quick insights into GitHub code repositories.
When NOT to use QA-Pilot
- Avoid using QA-Pilot if you do not have access to Docker or local GPU resources necessary for running the tool effectively.
- QA-Pilot might not be suitable if your repository is large and complex, leading to potential performance issues with real-time LLM responses.
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 (reid41/QA-Pilot) · observed Sep 20, 2026
- GitHub forks (reid41/QA-Pilot) · observed Sep 20, 2026
- Last push (reid41/QA-Pilot) · observed Sep 4, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: promptext 22 · QA-Pilot 327 (synced Sep 20, 2026).
Common questions
- What is the difference between promptext and QA-Pilot?
- promptext: Smart code context extractor for AI assistants. QA-Pilot: Interactive chat project for GitHub code repository navigation. See the comparison table for live GitHub stats and shared categories.
- When should I choose promptext over QA-Pilot?
- Choose promptext over QA-Pilot when promptext is primarily Go; QA-Pilot is Svelte; License: promptext is MIT, QA-Pilot 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 QA-Pilot over promptext?
- Choose QA-Pilot over promptext when QA-Pilot is primarily Svelte; promptext is Go; License: QA-Pilot is Apache-2.0, promptext is MIT; Pricing: Free under the Apache-2.0 license, but users might incur costs related to GPU usage for performance.; Requirements: Requires Docker; Requires Docker for setup.; Benefits from access to NVIDIA GPUs via Docker configurations for enhanced performance.; Tags unique to QA-Pilot: deepseek, glm, huggingface, langchain; Use QA-Pilot if you need to leverage both local and online large language models (LLMs) for quick insights into GitHub code repositories.
- 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 QA-Pilot?
- Avoid using QA-Pilot if you do not have access to Docker or local GPU resources necessary for running the tool effectively. QA-Pilot might not be suitable if your repository is large and complex, leading to potential performance issues with real-time LLM responses.
- Is promptext or QA-Pilot more popular on GitHub?
- QA-Pilot has more GitHub stars (327 vs 22). Stars measure visibility, not whether either tool fits your constraints.
- Are promptext and QA-Pilot open source?
- Yes - both are open-source projects on GitHub (promptext: MIT, QA-Pilot: Apache-2.0).
- Where can I find alternatives to promptext or QA-Pilot?
- GraphCanon lists graph-backed alternatives at promptext alternatives and QA-Pilot alternatives (promptext markdown twin, QA-Pilot 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 QA-Pilot?
- promptext: Slowing. QA-Pilot: 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 QA-Pilot?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: promptext trust report; QA-Pilot trust report.