All notable changes to OraClaw, including field implementations and maintainer validation.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
- Admin observability endpoint
/api/v1/admin/usage-- aggregated telemetry dashboard returning total requests, per-tier breakdown, per-billing-path split, top routes, unique API key count, daily buckets. Gated byX-Admin-Keyheader (returns 503 ifADMIN_KEYenv var is unset). - Global onResponse hook that records every
/api/v1/*request into a persistent in-memory store with optional 60s disk snapshot. Replaces the ephemeral in-memorymcpCountsthat was lost on every container restart. - Route normalization in the usage tracker: numeric path segments collapse to
:nand query strings are stripped, so/api/v1/missions/42and/api/v1/missions/99?debug=1bucket together. - Morning-gate audit script (
launch/scripts/morning-gate.sh) -- session-start diff of stargazers, forks, unread notifications, own-repo issues, mention threads, repo traffic, and live usage telemetry. Catches signals that slip through the notification feed.
OraClaw's algorithms have been independently implemented in open-source projects within the first 8 days of public launch. Listed chronologically by implementation date:
| # | Date | Project | What they implemented | Evidence |
|---|---|---|---|---|
| 1 | 2026-04-03 | VANDRANKI/fm_mortgage_risk_lab |
Monte Carlo VaR/CVaR framework for mortgage risk | Issue reply with methodology adopted |
| 2 | 2026-04-03 | koordinator-sh/koordinator (1.7K⭐) |
Cross-dimensional resource balance scoring (Lambda-G) | PR referencing adopted scoring function |
| 3 | 2026-04-04 | stffns/vstash |
IDF-sigmoid weighting for relevance scoring | Shipped in v0.17.0 |
| 4 | 2026-04-04 | presenton/presenton |
PPTX layout fallback debugging pattern | Acknowledged, implemented |
| 5 | 2026-04-05 | uber/causalml |
Bootstrap CI inverse-rank-lookup optimization | Docs note accepted |
| 6 | 2026-04-05 | mmujtaba0085/networkx (15K⭐) |
BFC-VP butterfly counting algorithm design | PR submitted incorporating suggestions |
| 7 | 2026-04-06 | rfivesix/hypertrack |
Bayesian Kalman-style scalar calorie estimator | Shipped in preview build 2026-04-06 21:00 UTC |
| 8 | 2026-04-06 | stxkxs/nanohype |
4 items: adaptive contextual bandit routing with ε-greedy, pluggable strategy registry (hash / sliding-TTL / semantic), cost anomaly detection, LinUCB roadmap | "Your first comment helped shape what shipped." |
| 9 | 2026-04-06 | KaiBuildsx (Moltbook agent) |
Memory file architecture as (observation, weight, n) tuples -- Bayesian prior over filesystem state | "This reframe actually changes how you architect memory files." |
| 10 | 2026-04-07 | rfivesix/hypertrack |
Preview 2: credible interval UI, phase tracking, state chaining across weeks | Shipped in Preview 2 |
| 11 | 2026-04-08 | AlanHuang99/pyrollmatch |
Entropy balancing (Hainmueller 2012) with moment constraints up to skewness + max_weight cap + post-cap balance diagnostics |
Shipped in v0.1.3 |
| 12 | 2026-04-08 | chernistry/bernstein (84⭐) |
LinUCB contextual model router with α=0.3, shadow-evaluation path, interpretable decision reasons (exploit + explore components). Validated via pyright + ruff + pytest including test_bandit_router.py. |
Shipped in codex/issue-367-linucb-router at b9898c1a -- 1h40m after the spec correction was posted |
Plus 1 high-value debug catch (KellerJordan/Muon, Complexity-ML) where our feedback caught a forward-only Triton kernel bug that had frozen routed expert weights bit-exact identical to initialization across all 20 layers. Publicly retracted: "without your push... I would still be tuning hyperparams on a broken model."
| Project | Maintainer | Context |
|---|---|---|
| Qdrant | IvanPleshkov |
TurboQuant quantization discussion with Hadamard chunking advice |
| Milvus | foxspy |
HNSW level-0 directed reachability diagnosis via SCC decomposition |
| NetworkX | mcbosch |
Magnetic Laplacian phase-collapse PSD correction |
| Apache DataFusion | xiedeyantu |
UNION DISTINCT FILTER rewrite safety analysis |
| DuckDB | hawkfish |
— |
| pymc-labs / CausalPy | drbenvincent |
Power-curve sigmoid fitting iteration rule |
| Platform | Status | Discovery value |
|---|---|---|
punkpeye/awesome-mcp-servers (84K⭐) |
✓ Merged 2026-04-06 | Largest MCP server catalog on GitHub |
TensorBlock/awesome-mcp-servers |
✓ Merged 2026-04-07 | Second upstream merged |
| MCP Registry | ✓ Published v1.0.1 | Official registry |
| Glama | ✓ AAA rating | Auto-scored |
| PulseMCP | ✓ Listed | Ranked #2,118 last check, 1.3K visitors/week |
| Smithery | ✓ Listed at smithery.ai/servers/lukastan/oraclaw |
— |
| toolsdk-ai | ✓ Listed | — |
| Dify marketplace | ✓ Listed | — |
| MobinX, rohitg00, YuzeHao2023, chatmcp, ComposioHQ | Open, clean, awaiting maintainer review | 5 additional pending listings |
Five public maintainer callouts were handled gracefully during the launch period, all closed positively. Recorded here for transparency:
| # | Project | Maintainer | Outcome |
|---|---|---|---|
| 1 | HiGHS | jajhall |
Apologized for off-topic comment, commitment to exit, closed with "Thanks" |
| 2 | Godot | paperman5 |
Apologized, catastrophic cancellation discussion continued technically |
| 3 | PyPy | mattip |
Apologized, list.reverse() bug fix completed by cfbolz, closed with thanks |
| 4 | DependencyTrack | nscuro |
2026-04-08 apology posted after thread review, committed to exit |
| 5 | OpenCV | Prasadayus |
2026-04-08 correction accepted, prior analysis was wrong on uniform-input case (∇I=0 edge case) |
1.1.1 - 2026-04-05
- Premium-tier gating: 6 free / 6 premium tool split
- Beta API key generation for partner onboarding (growth tier, 30-day windows)
- Server-card.json endpoint at
/.well-known/mcp/server-card.jsonfor marketplace discoverability
- Anomaly detection and forecast tools moved from free to premium (they are the most-downloaded standalone packages at 59/wk and 50/wk respectively)
1.1.0 - 2026-04-03
- x402 machine payment support for AI-agent-to-API payments via USDC on Base
- 14 thin SDK packages on npm (
@oraclaw/bandit,@oraclaw/solver, etc.) - Live dashboard at
web-olive-one-89.vercel.app - MCP server at
@oraclaw/mcp-serveron npm
1.0.0 - 2026-03-26
- Initial public launch
- 19 algorithms: 2 SOTA + 1 near-SOTA + 2 unique IP + 11 production-grade + 2 classic
- 18 public REST API endpoints
- 12 MCP tools
- Fastify 5.8.4 + TypeScript 5.3.3 backend
- Expo 55 + React Native 0.83.2 mobile app
- 1,077 tests passing across 24 test files
- All algorithms benchmarked at <25ms, 14 of 18 under 1ms
- CMA-ES accuracy verified at 6e-14 on Rosenbrock function