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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Lightweight AI Agent Harness for agentic coding: let strong models explore while humans steer with minimal specs, checkpoints, approval, validation, and reverse sync.
| Date | Stars |
|---|---|
| 2026-07-31 | 311 |
| 2026-08-05 | 313 |
| 2026-08-06 | 313 |
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# SDD-RIPER Light: Control Plane for Coding Agents [English](./README.md) | [简体中文](./README.zh-CN.md) > Code is cheap. Context, control, and evidence are not. > > Let the model move the work forward. Let the human own goals, boundaries, permissions, checkpoints, evidence, and acceptance. Strong coding agents no longer stop at suggestions. They can read a repository, change multiple files, run tools, validate results, and move an engineering task forward. Once the model can act, the bottleneck shifts from producing code to keeping the work aligned, observable, recoverable, and provable. SDD-RIPER is a small, repo-native harness for that control problem. It is not a magic prompt and it is not heavyweight spec-driven development. It gives strong agents a durable working surface without turning every task into process theater. | Human Owns | Agent Owns | Project Preserves | | --- | --- | --- | | Goals, boundaries, permissions, checkpoints, acceptance | Exploration, implementation, iteration, tool use | Specs, context indexes, validation evidence, recovery state, reusable knowledge | Start here: [use the light skill](./skills/sdd-riper-one-light/README.md) · [understand the thesis](./docs/code-is-cheap.md) · [open the docs map](./docs/README.md) The default entry is [`sdd-riper-one-light`](./skills/sdd-riper-one-light/SKILL.md). Use the heavier [`sdd-riper-one`](./skills/sdd-riper-one/SKILL.md) when the task needs stricter gates, denser artifacts, or training/audit-ready traces. The repository is organized around four complementary skills: - `sdd-riper-one-light` and `sdd-riper-one` control execution, checkpoints, validation, and reverse sync. - `codemap` turns unfamiliar code into an agent-facing context index. - `new-chat-ready` preserves recovery context for new chats, handoffs, and long pauses. ## Quick Start Use this prompt for ordinary coding or documentation work: ```text Use sdd-riper-one-light for this task. Do not change files yet. First give me: - your understanding of the task - the core goal for this loop - a minimal spec / summary - Done Contract: what counts as done, and what proves it - next actions - risks - validation method Wait for my approval before execution. ``` For unfamiliar code, first ask for a CodeMap: ```text Use codemap. Create a feature-level or project-level code terrain index before planning changes. Focus on entry points, call chains, risk points, validation entry points, and the smallest code slice to read next. ``` For a fresh-chat handoff: ```text Use new-chat-ready. Create a concise resume pack. First check whether this agent can create a Codex thread directly. If it can, create the new conversation and send the compact continuation prompt there; otherwise give me a paste-ready fallback prompt. Also scan and tidy reusable project knowledge so future chats stay small, but do not commit memory/spec/handoff files unless I explicitly approve. ``` ## Which Skill To Use These four skills share the same context principle: keep active context small, persist durable state outside the chat, and load only the slice needed for the next decision. | Skill | Use When | Output | | --- | --- | --- | | [`sdd-riper-one-light`](./skills/sdd-riper-one-light/) | Daily coding, docs, bugfixes, ordinary refactors, strong-model work | Same core controls with low-friction checkpoints, minimal spec, validation, reverse sync | | [`sdd-riper-one`](./skills/sdd-riper-one/) | High-risk work, multi-file refactors, audit, training, complex handoff | Same core controls with explicit RIPER gates, fuller spec, denser artifacts, stronger blocking | | [`codemap`](./skills/codemap/) | Unfamiliar codebases, legacy systems, large modules, cross-repo tasks | Agent-facing code terrain index | | [`new-chat-ready`](./skills/new-chat-ready/) | New chat, resume pack, handoff, context compression, recovered sessions | Compact handoff, optional direct Codex thread creation, next-chat prompt, project-memory sync scan | ##
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:97fda6de0a69b874, topic:ai-coding, topic:ai-programming, topic:developer-tools
matched fp:97fda6de0a69b874, topic:ai-agent, desc:ai agent, desc:agentic