Fact cited ·Analysis our interpretation ·Estimate forward-looking · [n] links to the source
What happened
- Fact The GitHub repository qiz029/dscode was created on 11 Sept 2026 and had 1,015 stars on 2 Oct 2026.[1]
- Fact Its description reads: “A DeepSeek coding agent harness: persistent shell, Ultra subagents, auto approval, Chrome MCP and session telemetry”[1]
- Fact That is 1,015 stars in 21 days, an average of 47.4 per day.[1]
Why it matters
- Analysis Automatically detected from public activity data. Not yet reviewed by an analyst.
Should I care?
What changed?
- Fact The GitHub repository qiz029/dscode was created on 11 Sept 2026 and had 1,015 stars on 2 Oct 2026.[1]
Who is affected?
Not yet assessed.
What can developers do with it?
Not yet assessed.
Is it production-ready?
Insufficient evidence
Analysis Not assessed.
What would make it important?
Not yet assessed.
What could prevent adoption?
Not yet assessed.
Technical change
The technical change has not been documented yet.
Architecture
No architecture has been documented for this signal.
Developer impact
Developer implications have not been assessed yet.
Difficulty has not been estimated yet.
Adoption & momentum
No adoption indicators recorded.
Timeline
First seen by the Astrava pipeline[1]
Limitations & risks
- Analysis Generated from activity metrics only; verify the linked sources before acting on it.
Competing approaches
No competing approaches documented yet.
Who is building on it
No independent projects or organisations are documented as building on this yet.
Evidence & sources
Primary source (1)
Published by the people who built it: release notes, repositories, papers, official docs.
- [1]qiz029/dscode repository(opens in a new tab)
A DeepSeek coding agent harness: persistent shell, Ultra subagents, auto approval, Chrome MCP and session telemetry
Secondary source (0)
Independent reporting, third-party benchmarks, integrations by other projects.
None recorded.
Community signal (0)
Discussion threads and social posts. Evidence of attention, not of correctness.
None recorded.
How the score of 29 was calculated
| Factor | Share of maximum | Points |
|---|---|---|
| NoveltyRubric level 2/4 (Moderate). Heuristic (automated): first published 21 days ago. | 7.5/15 | |
| Technical significanceNot yet assessed. Requires analyst review; not assessed automatically. | 0/15 | |
| Developer relevanceRubric level 1/4 (Low). Heuristic (automated): no installable package detected; developer-facing topic. | 3.8/15 | |
| Adoption velocityIndependent integrations: unknown (0 pts). GitHub stars: 47.4 per day since creation; full marks at 1000/day, log-scaled (2.8/5). | 2.8/10 | |
| Community momentumFewer than three periods of activity data, or no baseline activity to compare against. | 0/10 | |
| Source credibilityPrimary source present; mean source-tier weight 1.00 (primary 1.0, secondary 0.7, community 0.35). | 10/10 | |
| Cross-source confirmationNo independent publisher has confirmed this yet. | 0/10 | |
| Evidence strengthMet 2/4: primary source ✓, runnable artifact (code, weights or package) ✓, reproducible or independent benchmark ?, technical documentation or paper ✗. 1 unknown (scored 0). | 5/10 | |
| Time to impactNo time-to-impact estimate yet. | 0/5 | |
| Hype penaltyNo hype indicators detected. | 0 | |
| Breakout Score | 29 |
Low confidence (0.48) — 60% of measured factors have data. 0 independent non-community publishers. At least one primary source. Evidence strength 5/10. Capped at Low: no independent, non-community source yet.
An analytical ranking derived from observable signals using model breakout-v1.2. It is not a prediction and not a measure of quality. How it works