Repository binding unavailable
The tiny-letter empire
q is an aggressively small name for a project carrying the portfolio’s biggest apparent footprint—minimalist branding doing maximum lifting.
Historical result · no repository binding was retained
B
Solid engineer
bronze medal
Overall
0.0/ 100
Roasts
pathvector
Routing with commitment issues
pathvector sounds like it wants to draw one perfectly elegant line through the internet, then immediately discover the internet has several million other opinions.
loa-generator
The frontend witness protection program
loa-generator arrives in Svelte like the portfolio briefly escaped the Go ecosystem and is now generating paperwork about the experience.
krakensdr-containers
Containerized radio drama
krakensdr-containers combines a mythological sea monster with Docker packaging: apparently even the signal spectrum needs an escape plan.
peeringdb-cache
Caching the internet’s filing cabinet
peeringdb-cache has the wonderfully practical premise of putting a map of peering relationships in a cache, because even networks deserve a local copy of their social calendar.
Category breakdown
Impact
25% weight
The named projects suggest substantial infrastructure, networking, observability, radio, and developer-tool ambitions, with q and pathvector standing out as distinctive owned projects.
Consistency
15% weight
The portfolio shows repeated activity across several years, with multiple non-fork repositories updated in 2024-2026 and a profile spanning 87 public repositories.
Quality
25% weight
Metadata supports active ownership, non-fork status for most notable repositories, and sustained project investment, but source-level engineering quality and maturity cannot be assessed from the supplied evidence.
Depth
20% weight
Several owned projects have multi-year or recent activity, especially q, pathvector, openreactor, and go-bird, indicating sustained attention rather than only one-off experiments.
Breadth
10% weight
The repositories cover Go, Svelte, Ruby, Shell, Python, and Dockerfile, alongside varied apparent project types including networking, tooling, exporters, web applications, and containers.
Community
5% weight
Follower and star signals provide a modest positive tie-breaker, particularly for q and pathvector, while the overall evidence remains incomplete and popularity is not treated as a proxy for other categories.
Stats
52-week commit heatmap
84 active daysLanguage distribution
7 langs
- Go50%
- Dockerfile9%
- Python9%
- Ruby8%
- Shell8%
- Svelte8%
- Unknown8%
Based on the bounded repository sample saved with this analysis.
Numbers
Owned repos
Non-fork sample
10
Commits
Last 12 months
376
Followers
Accepted fact
277
Joined GitHub
Profile date
Jul 2016
Top repos
Scores marked Profile rating use bounded public repository metadata. Full repo analysis appears only when a separate accepted repository analysis exists.
natesales /
q
88/100
q is a prominent, actively updated Go project with substantial apparent reach and sustained ownership.
OwnedActiveProfile ratingGo
★ 2481 · 1mo agoOpen on GitHub ↗
natesales /
pathvector
84/100
pathvector is a substantial, actively maintained Go project with strong apparent reach and a specialized networking focus.
OwnedActiveProfile ratingGo
★ 262 · 1y agoOpen on GitHub ↗
natesales /
openreactor
73/100
openreactor is an actively updated Go project with a distinctive systems-oriented name and meaningful ongoing investment.
OwnedActiveProfile ratingGo
★ 62 · 8mo agoOpen on GitHub ↗
natesales /
loa-generator
61/100
loa-generator is a maintained Svelte project that adds frontend variety to an otherwise infrastructure-heavy portfolio.
OwnedActiveProfile ratingSvelte
★ 21 · 2y agoOpen on GitHub ↗
natesales /
go-bird
58/100
go-bird is a maintained Go project with a clear, compact identity and evidence of continued ownership.
OwnedActiveProfile ratingGo
★ 7 · 2y agoOpen on GitHub ↗
natesales /
doqd
55/100
doqd is an older Go project with evidence of real ownership, though its last listed update is comparatively dated.
OwnedActiveProfile ratingGo
★ 19 · 5y agoOpen on GitHub ↗
natesales /
repo
54/100
repo is a recently updated Ruby project that broadens the portfolio beyond Go, though the supplied metadata gives little scope detail.
OwnedActiveProfile ratingRuby
★ 13 · 5mo agoOpen on GitHub ↗
natesales /
as112
48/100
as112 is a focused Shell project with clear infrastructure flavor and some evidence of ownership, though activity is older.
OwnedActiveProfile ratingShell
★ 7 · 3y agoOpen on GitHub ↗
natesales /
peeringdb-cache
47/100
peeringdb-cache is a Python networking-related project with real ownership and recent-enough activity, but limited visible reach.
OwnedActiveProfile ratingPython
★ 2 · 2y agoOpen on GitHub ↗
natesales /
gpsd-exporter
45/100
gpsd-exporter is a focused Go utility with real ownership but limited recent activity and modest visible reach.
OwnedActiveProfile ratingGo
★ 5 · 4y agoOpen on GitHub ↗
natesales /
krakensdr-containers
42/100
krakensdr-containers is a recent forked Dockerfile repository, showing container-related activity but limited evidence of independently owned scope.
ForkActiveProfile ratingDockerfile
★ 0 · 8mo agoOpen on GitHub ↗
natesales /
nvtrust
35/100
nvtrust is a recently updated fork with insufficient metadata to establish substantial independent project scope.
ForkActiveProfile ratingUnknown
★ 0 · 11mo agoOpen on GitHub ↗
Timeline
- Joined GitHub
- Created natesales/pathvector - Declarative routing platform that automates BGP route optimization and control plane configuration with secure and repeatable routing policy.
- Created natesales/repo - My software repositories
- Created natesales/doqd - DNS over QUIC implementation in Go (draft-ietf-dprive-dnsoquic-02)
- Created natesales/q - A tiny command line DNS client with support for UDP, TCP, DoT, DoH, DoQ and ODoH.
- Created natesales/as112 - AS112 DNS Service
- Created natesales/go-bird - Go interface for BIRD2
- Created natesales/loa-generator - Quickly generate letters of authorization (LoAs) for IP announcements and cross connects in your browser
- Created natesales/gpsd-exporter - Export gpsd metrics to Prometheus
- Created natesales/peeringdb-cache - PeeringDB cache with drop-in replacement API
- Created natesales/openreactor - Open-source IEC nuclear fusion reactor: control, monitoring, and data logging system
- Created natesales/nvtrust - Ancillary open source software to support confidential computing on NVIDIA GPUs
- Created natesales/krakensdr-containers - Containerized Kraken SDR applications
- Most recent push to natesales/q
Compare
NATESALES · 6DMEDIAN CODER
Rubric
How this score was produced
Overall = Σ(category × weight) + deterministic top-end curve
| Category | Weight | Score | Contribution |
|---|---|---|---|
| Impact | 25% | 82 | 20.50 |
| Quality | 25% | 68 | 17.00 |
| Depth | 20% | 80 | 16.00 |
| Consistency | 15% | 78 | 11.70 |
| Breadth | 10% | 63 | 6.30 |
| Community | 5% | 62 | 3.10 |
Impact · 82/100
What it measures. Project usefulness, ambition, originality, and coherence. Popularity is not impact.
Evidence for natesales. The named projects suggest substantial infrastructure, networking, observability, radio, and developer-tool ambitions, with q and pathvector standing out as distinctive owned projects.
Quality · 68/100
What it measures. Engineering and project-maturity signals supported by the available public metadata.
Evidence for natesales. Metadata supports active ownership, non-fork status for most notable repositories, and sustained project investment, but source-level engineering quality and maturity cannot be assessed from the supplied evidence.
Depth · 80/100
What it measures. Sustained ownership, meaningful scope, and continued maintenance rather than one-shots.
Evidence for natesales. Several owned projects have multi-year or recent activity, especially q, pathvector, openreactor, and go-bird, indicating sustained attention rather than only one-off experiments.
Consistency · 78/100
What it measures. Recency and contribution patterns across the supplied activity window.
Evidence for natesales. The portfolio shows repeated activity across several years, with multiple non-fork repositories updated in 2024-2026 and a profile spanning 87 public repositories.
Breadth · 63/100
What it measures. Language entropy and project-type diversity across owned repos.
Evidence for natesales. The repositories cover Go, Svelte, Ruby, Shell, Python, and Dockerfile, alongside varied apparent project types including networking, tooling, exporters, web applications, and containers.
Community · 62/100
What it measures. A weak positive tie-breaker for supplied community signals, never a popularity penalty.
Evidence for natesales. Follower and star signals provide a modest positive tie-breaker, particularly for q and pathvector, while the overall evidence remains incomplete and popularity is not treated as a proxy for other categories.
- Raw total
- 74.60
- Top-end curve
- +0.00
- Final overall
- 74.6
Tier thresholds
S 90-100 Mass-producing humansA 80-89 Ship machineB 70-79 Solid engineerC 60-69 Getting thereD 40-59 README enthusiastF 0-39 GitHub tourist
I. How this saved profile rating was produced
- 01
Validate. The server validates the login, signed browser session, attempts, cooldown, daily ceiling, and the single provider permit.
- 02
Collect. The VPS collector reads bounded public profile metadata and up to 12 recent repository metadata rows in volatile memory.
- 03
Rate. One pinned provider returned a closed profile-rating object with no tools, browsing, shell, or repository-content access.
- 04
Verify. Server checks bound the subject, rejected unsafe or echoed text, validated the schema, and recomputed rubric-v3 final arithmetic.
- 05
Save. Only a valid completion and allowlisted post-completion facts commit atomically; the public projection is then rebuilt.
This saved profile analysis is metadata-only and did not read repository trees, README files, or source code. Availability of new analysis is separate from this historical result.
Rated 2026-08-10 · rating-rubric/3
II. Data sources & caveats
- Scores summarize one accepted, subject-bound analysis; they are not a security audit or endorsement.
- Rank, percentile, and median use 1095 currently accepted public profiles and can change as the leaderboard changes.
- Repository and language details reflect the bounded analyzed sample, not necessarily every repository.
- Missing data is shown as unavailable or not evaluated instead of being inferred as zero.
- Analysis completed Aug 10, 2026, 12:47 AM UTC and is marked aging.