dsh-find-ideas
Search GitHub for prior art matching your project idea, rank candidates by stars and relevance, and inspect their code architecture.
Install
$ dsh plugin --profile web add dsh-find-ideasPlugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Scouts GitHub repositories matching natural language project concepts across multiple search queries
- Ranks candidate repositories using a deterministic formula combining model-judged relevance and star counts
- Inspects selected repositories by analyzing READMEs, dependency manifests, directory trees, and core source files
- Maintains local disk and in-memory caches to minimize redundant GitHub API calls
- Integrates with DSH credential management to use GITHUB_TOKEN for expanded rate limits
Useful For
- Checking GitHub for existing solutions or open-source libraries before starting a new software project
- Comparing architecture patterns and directory layouts across similar GitHub repositories
- Evaluating ecosystem maturity and popular dependencies in a specific technology domain
Who It Fits
- Software engineers evaluating prior art and open-source benchmarks
- System architects designing project skeletons based on established implementations
- DeepSeek Harness users seeking automated GitHub repository discovery and inspection
Documented Limitations
- Subject to GitHub API rate limits (10 requests/minute unauthenticated, 30 requests/minute with a token)
- Repository inspection is limited to a maximum of 5 repositories per batch
- Non-Latin idea descriptions require LLM translation fallback, returning plan_failed if translation cannot be performed
- Requires Node.js >= 22 runtime environment
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
package.json declares 0 runtime, 5 development, 2 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
A root package.json was captured and can be inspected by the registry.
package.json declares a prepare lifecycle script that may run during relevant package installation workflows.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- tianyao2003/dsh-find-ideas
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- adf329d · 2026-10-18
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 1GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-10-18
- Last release
- No release detected
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