gsd-build/gsd-2
Rank not captured·Top 100·All-time stars·Cached ranking snapshot·
A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big picture
First read
Useful directional context, not a final verdict yet
gsd-build/gsd-2 is better read as a directional signal than a clean recommendation. Keep the snapshot conservative and validate source activity, package reality, and close alternatives before committing to it.
Visible
4.8K public stars in the current GitStar snapshot.
Needs a narrower context read
Active
Last commit Apr 8, 2026.
Stale activity
Adopted
Treat stars as discovery context until a linked package appears.
No linked package mapping
Confidence
One or more key signals are partial, so GitStar keeps the interpretation conservative.
Partial snapshot
Snapshot facts
- 4.8K stars
- 497 forks
- Last commit Apr 8, 2026
- Package usage not mapped yet
Compare lens
infiniflow/ragflow and nidhinjs/prompt-master are the closest comparison targets GitStar found. A side-by-side comparison usually tells you more than a single raw rank.
Signal trail
Trajectory
Read the recent motion first. This block is for deciding whether the repository still looks alive, compounding, or flattening before you trust stars alone.
Daily momentum
Recent momentum is not captured
Weekly momentum
Recent momentum is not captured
Monthly momentum
+161
Last commit
Apr 8, 2026
Package reality
No linked npm or PyPI package is mapped for this repository yet, so the page leans more heavily on GitHub-visible popularity and should be read more conservatively.
GitStar expects a package signal here, but no npm or PyPI package is linked to this repository yet.
Hype vs Reality
Insufficient Package Data
Package mapping
No linked package yet
Cross-links
Standalone repo read
Validation note
GitStar can summarize public signals for gsd-build/gsd-2, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.
🛡️ Editorial Context
GitStar surfaces public popularity and package signals. These rankings are not endorsements, security reviews, or investment advice.
Why this rank
This repository stands out because it combines 161 monthly momentum.
161 monthly momentum
📈 Momentum & Adoption Signals
Approximate star trajectory
Reconstructed from current stars and cached daily/weekly/monthly deltas.
Now: 4.8K
Daily momentum
No signal
Weekly momentum
No signal
Monthly momentum
+161
Signal mix (log-scaled for readability)
Current stars4.8K
30d star gain161
🧭 Hype vs Reality
Insufficient Package DataGitStar can see repository momentum, but it does not have a reliable linked package signal yet.
Treat stars and recent movement as discovery context only until npm or PyPI usage is available.
Status
Insufficient Package Data
Package footprint
No linked npm or PyPI usage signal
Method note
This label appears when GitStar cannot find strong enough package telemetry to compare attention against adoption. Compare it against other TypeScript repos before treating stars as a moat.
Related alternative
infiniflow/ragflow
Overlaps on topics such as context-engineering, which makes it a stronger alternative than a random popularity neighbor.
Related alternative
nidhinjs/prompt-master
This is a nearby alternative in the visible ecosystem around the repo, useful for a directional compare pass before opening docs and source code.
Related alternative
HKUDS/OpenSpace
This is a nearby alternative in the visible ecosystem around the repo, useful for a directional compare pass before opening docs and source code.
Related alternative
HKUDS/ClawTeam
This is a nearby alternative in the visible ecosystem around the repo, useful for a directional compare pass before opening docs and source code.
Research links
Cross-links
Compare against related repos
GitStar picked ragflow + prompt-master as the closest next comparison from the related repository set.
Repo utility
Embed Badge
Preview:
Markdown
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<a href="https://gitstar.space/repo/gsd-build/gsd-2"><img src="https://gitstar.space/api/badge/gsd-build/gsd-2" alt="GitStar"></a>Styles:
Wider nearby ecosystem
Python
77.4K starsinfiniflow/ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
4.8K stars
nidhinjs/prompt-master
A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention
Python
4.6K starsHKUDS/OpenSpace
"OpenSpace: Make Your Agents: Smarter, Low-Cost, Self-Evolving" -- Community: https://open-space.cloud/
Python
4.5K starsHKUDS/ClawTeam
"ClawTeam: Agent Swarm Intelligence" (One Command → Full Automation)
Python
5.3K starstvytlx/ai-agent-deep-dive
AI Agent 源码深度研究报告
TypeScript
5.3K starsJackChen-me/open-multi-agent
TypeScript multi-agent framework — one runTeam() call from goal to result. Auto task decomposition, parallel execution. 3 dependencies, deploys anywhere Node.js runs.
Next step after the validation read
Move into a compare preset, organization view, or the heuristic notes once this first fold tells you whether the repo looks visible, active, adopted, and credible enough to keep researching.
Learn and methodology
Keep trust-building context reachable, but behind the first data read instead of ahead of it.
About This Page
This page provides a quick overview of gsd-build/gsd-2 based on GitStar's cached data. The signal chart reconstructs approximate checkpoints from current stars plus cached daily, weekly, and monthly star deltas, so it is best read as directional context rather than as a precise historical audit log.
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