Dropstone CLI
A self-learning programming agent tool that operates in the terminal. It supports memory-based correction of content across sessions, offers multiple tiers of model selection, command permission control, and integration with MCP tools. It is positioned as an extensible programming agent.
Timeline (last 90 days)
Dropstone CLI ranked 10th on Product Hunt.
Dropstone CLI is a terminal tool positioned as a self-learning coding agent, with its core selling point being that it remembers the user's corrections across sessions ("Correct it once and it keeps the lesson across sessions").
Dropstone CLI offers three model tiers: Fast, Pro, and Heavy.
Dropstone CLI adopts a "plan first, then execute" workflow: the agent first reads the repository, understands the structure, and makes a plan, then edits across files, runs commands, and tests.
Dropstone CLI allows users to set command permissions, including three categories: execute directly, ask first, and completely forbidden.
Dropstone CLI supports adding skills, custom agents, parallel sub-agents, and MCP tools.
Dropstone CLI offers GitHub integration: by leaving a comment under an issue, the agent can automatically open a pull request.
Every Dropstone plan includes planning features, including the free version.
Dropstone CLI currently has 80 votes and 2 comments on Product Hunt.
Dropstone CLI's specific learning mechanism (whether it stores correction records, generates rule files, or uses some other mechanism), the boundaries of the learning effect, and which specific models the multiple model tiers correspond to are currently not disclosed on the product page.
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All Facts (11)
Dropstone CLI ranked 10th on Product Hunt.
50%UnverifiedDropstone CLI is a terminal tool positioned as a self-learning coding agent, with its core selling point being that it remembers the user's corrections across sessions ("Correct it once and it keeps the lesson across sessions").
50%UnverifiedDropstone CLI offers three model tiers: Fast, Pro, and Heavy.
50%UnverifiedDropstone CLI adopts a "plan first, then execute" workflow: the agent first reads the repository, understands the structure, and makes a plan, then edits across files, runs commands, and tests.
50%UnverifiedDropstone CLI allows users to set command permissions, including three categories: execute directly, ask first, and completely forbidden.
50%UnverifiedDropstone CLI supports adding skills, custom agents, parallel sub-agents, and MCP tools.
50%UnverifiedDropstone CLI offers GitHub integration: by leaving a comment under an issue, the agent can automatically open a pull request.
50%UnverifiedEvery Dropstone plan includes planning features, including the free version.
50%UnverifiedDropstone CLI currently has 80 votes and 2 comments on Product Hunt.
50%UnverifiedDropstone CLI's specific learning mechanism (whether it stores correction records, generates rule files, or uses some other mechanism), the boundaries of the learning effect, and which specific models the multiple model tiers correspond to are currently not disclosed on the product page.
50%UnverifiedDropstone CLI does not pursue a stronger base model, but instead makes the agent more "obedient" through a memory mechanism and process control; whether this direction can succeed depends on whether the learning mechanism is sufficiently transparent and reliable.
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