Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 20:10 UTC

xLydianSoftware / Qubx

Framework for quantitative strategies development, backtesting and live execution.

Jupyter Notebook · PythonGPL-3.0★ 68 stars⑂ 17 forkssince Jan 2025View on GitHub ↗

#quantitative-finance #trading #backtester #backtesting #quantitative-analysis #python #strategy

xLydianSoftware/Qubx holds a health index of 67 out of 100, placing it in the Moderate band. It scores highest on Vitality (95/100) and lowest on Security (41/100). It was last updated today. A single contributor accounts for most of its recent work.

overall / 100

Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

Excellent85-100Exemplary; meets essentially all checked criteria

Good70-84Healthy; minor gaps

Moderate50-69Acceptable with notable gaps; review recommended

At risk30-49Significant weaknesses; adoption warrants caution

Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

xLydianSoftwareOrganization

8 followers5 public repossince May 2024

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish
PyPI	Qubx	1.13.1	-	292	0 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

95Excellent · 22% of overall

Development activity

99Excellent

How it's scored

36/36	Push recency — last push 0 days ago
35.3/36	Commit cadence — 51/52 weeks with commits
18/18	Commit volume — 1,194 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	1,194
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	51

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 49 releases published
36/36	Release recency — latest release 0 days ago
27/27	Release cadence — a release every ~1.5 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	49
latest_release_tag	v1.13.1
releases_from_tags	no
days_since_latest_release	0
mean_days_between_releases	1.5

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

46At risk · 18% of overall

Popularity & adoption

42At risk

How it's scored

29.6/60	Stars — 68 stars
10/25	Forks — 17 forks
2.7/15	Watchers — 4 watchers

Inputs used

forks	17
stars	68
watchers	4
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

50Moderate

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (GPL-3.0)
0/18	CONTRIBUTING guide
0/13.5	Code of conduct
0/7.2	Issue template
0/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
has_contributing	no
has_issue_template	no
has_code_of_conduct	no
has_pull_request_template	no

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

61Moderate · 24% of overall

Maintainer resilience (bus factor)

38At risk

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
10.8/22.5	Commit distribution — top contributor authored 52% of commits
8.1/13.5	Contributor breadth — 6 contributors
10/10	OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations

Inputs used

bus_factor	1
contributors_sampled	6
top_contributor_share	0.521

Issue & PR responsiveness

73Good

How it's scored

29.8/46.8	Issue resolution — 64% of issues closed
36/38.3	PR acceptance — 222/236 decided PRs merged
7.5/15	OpenSSF Scorecard: Code-Review — Found 7/14 approved changesets -- score normalized to 5

Inputs used

merged_prs	222
open_issues	37
closed_issues	65
issue_closed_ratio	0.637
closed_unmerged_prs	14

Ownership & stewardship

47At risk

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
6.9/25	Owner reach — 8 followers of xLydianSoftware
10.1/25	Track record — 5 public repos, account ~2 yr old

Inputs used

followers	8
owner_type	Organization
is_verified	—
owner_login	xLydianSoftware
public_repos	5
account_age_days	810

Package maintenance

100Excellent

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 0 days ago
20/20	Version history — 292 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	Qubx
ecosystems	pypi
any_deprecated	no
min_days_since_publish	0

Engineering Quality

Are baseline engineering and documentation practices in place?

81Good · 20% of overall

Engineering practices

68Moderate

How it's scored

24/24	CI workflows — 5 workflow(s)
24/24	Tests present
0/16	Linter config
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	no
has_precommit_config	no

Documentation

100Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://xlydiansoftware.github.io/Qubx/
10/10	Repository description
10/10	Topics — 7 topics
10/10	Wiki

Inputs used

topics	quantitative-finance, trading, backtester, backtesting, quantitative-analysis, python, strategy
has_wiki	yes
homepage	https://xlydiansoftware.github.io/Qubx/
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

41At risk · 16% of overall

Security posture

42At risk

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — no data
2.5/2.5	CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5	Code-Review — Found 7/14 approved changesets -- score normalized to 5
2.5/2.5	Contributors — project has 5 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 137 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	4.2

Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.

Dependency advisories

37At risk

How it's scored

3.8/35	Direct dependencies free of known advisories — 7 affected: aiohttp 3.10.11 (critical 9.1), gitpython 3.1.46 (critical 9.8), click 8.3.1 (high 7.2), +4 more
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
24.2/40	No advisories left outstanding — 4 advisory-carrying package(s) unaddressed past 90 days; oldest published 503 days ago

Inputs used

source	osv
advisories	260
affected_packages	29
assessed_packages	270
unassessed_packages	1
affected_by_severity	critical 5, high 5, moderate 6, unknown 13
direct_affected_packages	7

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 270 resolved dependencies against OSV. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

72Good · 0% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — CLAUDE.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 96 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
legible_history_share	0.96
agent_instruction_files	CLAUDE.md
agent_instruction_max_bytes	4,859

Verify loop (build / test / typecheck)

71Good

How it's scored

18/18	One-command bootstrap — justfile
22/22	Automated tests
0/11	Lint / format config
11/11	Static type checking — pyrightconfig.json
10/10	Reproducible environment — Dockerfile, lockfile
10/10	Demonstrated agent practice — 8 of the last 100 commits agent-authored or agent-credited
0/8	Automated maintenance — no automated dependency updates observed
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Inputs used

has_nix	no
has_tests	yes
lockfiles	uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	justfile
has_devcontainer	no
has_linter_config	no
typecheck_configs	pyrightconfig.json
agent_commit_share	0.08
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

81Good

How it's scored

27/45	Type-checkable code — Jupyter Notebook with type-check config (pyrightconfig.json)
53.8/55	Manageable file sizes — 10/475 source files over 60KB

Inputs used

primary_language	Jupyter Notebook
largest_source_bytes	120,136
source_files_sampled	475
oversized_source_files	10

Machine-readable interfaces

40At risk

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto)
0/20	MCP server
40/40	Runnable examples — examples, notebooks

Inputs used

example_dirs	examples, notebooks
has_mcp_signal	no
api_schema_files	—

Key facts

68GitHub stars

6contributors

1,194commits, last 12 months

0days since last push

49releases

1bus factor

37open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
deps.dev does not index pypi:Qubx@1.13.1; advisories assessed against the repository dependency graph instead
Advisory severity resolved for 120 of 258 advisories (lookup cap); the remainder are reported as unknown severity

More detail

Star and fork history 0 ★ / 17 ⇿

0Stars

17Forks

37Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Major 0Minor 10Patch 27

Each point covers 2 days.

OpenSSF Scorecard 4.2 / 10

4.2aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-22 20:09 UTC

10	Binary-Artifacts	no binaries found in the repo
n/a	Branch-Protection	internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10	CI-Tests	14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
5	Code-Review	Found 7/14 approved changesets -- score normalized to 5
10	Contributors	project has 5 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
0	SAST	SAST tool is not run on all commits -- score normalized to 0
0	Security-Policy	security policy file not detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	137 existing vulnerabilities detected

Direct dependencies 46

Registry	Package	Version constraint	Manifest
PyPI	numpy	`>=2.0.0`	pyproject.toml
PyPI	pandas	`>=2.2.2,<3`	pyproject.toml
PyPI	pyarrow	`>=15.0.0`	pyproject.toml
PyPI	scipy	`>=1.12.0,<2`	pyproject.toml
PyPI	numba	`>=0.59.1,<1`	pyproject.toml
PyPI	sortedcontainers	`>=2.4.0,<3`	pyproject.toml
PyPI	joblib	`>=1.3.0,<2`	pyproject.toml
PyPI	loguru	`>=0.7.2,<1`	pyproject.toml
PyPI	tqdm	`>=4.66.0,<5`	pyproject.toml
PyPI	stackprinter	`>=0.2.10,<1`	pyproject.toml
PyPI	pydantic	`>=2.9.2,<3`	pyproject.toml
PyPI	pydantic-settings	`>=2.4.0,<3`	pyproject.toml
PyPI	python-dotenv	`>=1.0.0,<2`	pyproject.toml
PyPI	msgspec	`>=0.18.6,<1`	pyproject.toml
PyPI	pyyaml	`>=6.0.2,<7`	pyproject.toml
PyPI	toml	`>=0.10.2,<1`	pyproject.toml
PyPI	orjson	`>=3.10.15,<4`	pyproject.toml
PyPI	aiohttp	`>=3.10.11,<3.11`	pyproject.toml
PyPI	websockets	`==15.0.1`	pyproject.toml
PyPI	uvloop	`>=0.22.1,<1`	pyproject.toml
PyPI	httpx	`>=0.27.0,<1`	pyproject.toml
PyPI	fastapi	`>=0.115.0,<1`	pyproject.toml
PyPI	uvicorn	`>=0.34.0,<1`	pyproject.toml
PyPI	importlib-metadata	`—`	pyproject.toml
PyPI	croniter	`>=2.0.5,<3`	pyproject.toml
PyPI	tabulate	`>=0.9.0,<1`	pyproject.toml
PyPI	gitpython	`>=3.1.44,<4`	pyproject.toml
PyPI	ntplib	`>=0.4.0,<1`	pyproject.toml
PyPI	jinja2	`>=3.1.0,<4`	pyproject.toml
PyPI	rich	`>=13.9.4,<14`	pyproject.toml
PyPI	click	`>=8.1.7,<9`	pyproject.toml
PyPI	statsmodels	`>=0.14.6,<1`	pyproject.toml
PyPI	pymongo	`>=4.6.1,<5`	pyproject.toml
PyPI	redis	`>=5.2.1,<6`	pyproject.toml
PyPI	psycopg	`>=3.1.18,<4`	pyproject.toml
PyPI	psycopg-binary	`>=3.1.19,<4`	pyproject.toml
PyPI	psycopg-pool	`>=3.2.2,<4`	pyproject.toml
PyPI	questdb	`>=2.0.3,<3`	pyproject.toml
PyPI	duckdb	`>=1.0.0`	pyproject.toml
PyPI	textual	`>=6.0.0,<7`	pyproject.toml
PyPI	textual-autocomplete	`>=4.0.0,<5`	pyproject.toml
PyPI	textual-serve	`>=1.0.0,<2`	pyproject.toml
PyPI	jupyter-client	`>=8.0.0,<9`	pyproject.toml
PyPI	ipykernel	`>=6.29.0,<7`	pyproject.toml
PyPI	ipywidgets	`>=8.1.5,<9`	pyproject.toml
PyPI	prometheus-client	`>=0.21.1,<1`	pyproject.toml

All dependencies 271

Full resolved dependency set from the GitHub dependency graph: 46 direct and 225 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	aiohttp	`3.10.11`	direct
PyPI	click	`8.3.1`	direct
PyPI	croniter	`2.0.7`	direct
PyPI	duckdb	`1.4.4`	direct
PyPI	fastapi	`0.135.3`	direct
PyPI	gitpython	`3.1.46`	direct
PyPI	httpx	`0.28.1`	direct
PyPI	importlib-metadata	`8.7.1`	direct
PyPI	ipykernel	`6.31.0`	direct
PyPI	ipywidgets	`8.1.8`	direct
PyPI	jinja2	`3.1.5`	direct
PyPI	joblib	`1.5.3`	direct
PyPI	jupyter-client	`8.8.0`	direct
PyPI	loguru	`0.7.3`	direct
PyPI	msgspec	`0.20.0`	direct
PyPI	ntplib	`0.4.0`	direct
PyPI	numba	`0.63.1`	direct
PyPI	numpy	`2.3.5`	direct
PyPI	orjson	`3.11.5`	direct
PyPI	pandas	`2.3.3`	direct
PyPI	prometheus-client	`0.24.1`	direct
PyPI	psycopg	`3.3.2`	direct
PyPI	psycopg-binary	`3.3.2`	direct
PyPI	psycopg-pool	`3.3.0`	direct
PyPI	pyarrow	`24.0.0`	direct
PyPI	pydantic	`2.12.5`	direct
PyPI	pydantic-settings	`2.13.1`	direct
PyPI	pymongo	`4.16.0`	direct
PyPI	python-dotenv	`1.2.1`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	questdb	`2.0.4`	direct
PyPI	redis	`5.3.1`	direct
PyPI	rich	`13.9.4`	direct
PyPI	scipy	`1.17.0`	direct
PyPI	sortedcontainers	`2.4.0`	direct
PyPI	stackprinter	`0.2.12`	direct
PyPI	statsmodels	`0.14.6`	direct
PyPI	tabulate	`0.9.0`	direct
PyPI	textual	`6.2.1`	direct
PyPI	textual-autocomplete	`4.0.6`	direct
PyPI	textual-serve	`1.1.3`	direct
PyPI	toml	`0.10.2`	direct
PyPI	tqdm	`4.67.1`	direct
PyPI	uvicorn	`0.43.0`	direct
PyPI	uvloop	`0.22.1`	direct
PyPI	websockets	`15.0.1`	direct
PyPI	aiodns	`4.0.0`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp-jinja2	`1.6`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anyio	`4.12.1`	indirect
PyPI	appnope	`0.1.4`	indirect
PyPI	argon2-cffi	`25.1.0`	indirect
PyPI	argon2-cffi-bindings	`25.1.0`	indirect
PyPI	arrow	`1.4.0`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	async-lru	`2.1.0`	indirect
PyPI	attrs	`25.4.0`	indirect
PyPI	babel	`2.17.0`	indirect
PyPI	beautifulsoup4	`4.14.3`	indirect
PyPI	bleach	`6.3.0`	indirect
PyPI	blinker	`1.9.0`	indirect
PyPI	ccxt	`4.5.50`	indirect
PyPI	certifi	`2026.1.4`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cfgv	`3.5.0`	indirect
PyPI	charset-normalizer	`3.4.4`	indirect
PyPI	coincurve	`21.0.0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	coverage	`7.13.1`	indirect
PyPI	cryptography	`46.0.3`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	cython	`3.0.8`	indirect
PyPI	dash	`2.18.2`	indirect
PyPI	dash-bootstrap-components	`1.7.1`	indirect
PyPI	dash-core-components	`2.0.0`	indirect
PyPI	dash-html-components	`2.0.0`	indirect
PyPI	dash-table	`5.0.0`	indirect
PyPI	dateparser	`1.2.2`	indirect
PyPI	debugpy	`1.8.19`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	distlib	`0.4.0`	indirect
PyPI	dnspython	`2.8.0`	indirect
PyPI	docutils	`0.22.4`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fastjsonschema	`2.21.2`	indirect
PyPI	filelock	`3.20.3`	indirect
PyPI	flask	`3.0.3`	indirect
PyPI	fonttools	`4.61.1`	indirect
PyPI	fqdn	`1.5.1`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	ghp-import	`2.1.0`	indirect
PyPI	git-cliff	`2.12.0`	indirect
PyPI	gitdb	`4.0.12`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	identify	`2.6.16`	indirect
PyPI	idna	`3.11`	indirect
PyPI	importlib-resources	`6.5.2`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	ipython	`9.9.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	isoduration	`20.11.0`	indirect
PyPI	itsdangerous	`2.2.0`	indirect
PyPI	jaraco-classes	`3.4.0`	indirect
PyPI	jaraco-context	`6.1.0`	indirect
PyPI	jaraco-functools	`4.4.0`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jeepney	`0.9.0`	indirect
PyPI	json5	`0.13.0`	indirect
PyPI	jsonpointer	`3.0.0`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter	`1.1.1`	indirect
PyPI	jupyter-console	`6.6.3`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	jupyter-events	`0.12.0`	indirect
PyPI	jupyter-lsp	`2.3.0`	indirect
PyPI	jupyter-server	`2.17.0`	indirect
PyPI	jupyter-server-terminals	`0.5.4`	indirect
PyPI	jupyterlab	`4.5.2`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	jupyterlab-server	`2.28.0`	indirect
PyPI	jupyterlab-widgets	`3.0.16`	indirect
PyPI	jupytext	`1.19.0`	indirect
PyPI	keyring	`25.7.0`	indirect
PyPI	kiwisolver	`1.4.9`	indirect
PyPI	lark	`1.3.1`	indirect
PyPI	linkify-it-py	`2.0.3`	indirect
PyPI	llvmlite	`0.46.0`	indirect
PyPI	markdown	`3.7`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib	`3.10.8`	indirect
PyPI	matplotlib-inline	`0.2.1`	indirect
PyPI	mdit-py-plugins	`0.5.0`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mdx-truly-sane-lists	`1.3`	indirect
PyPI	mergedeep	`1.3.4`	indirect
PyPI	mike	`2.1.3`	indirect
PyPI	mistune	`3.2.0`	indirect
PyPI	mkdocs	`1.6.1`	indirect
PyPI	mkdocs-get-deps	`0.2.0`	indirect
PyPI	mkdocs-jupyter	`0.25.1`	indirect
PyPI	mkdocs-material	`9.6.5`	indirect
PyPI	mkdocs-material-extensions	`1.3.1`	indirect
PyPI	mongomock	`4.3.0`	indirect
PyPI	more-itertools	`10.8.0`	indirect
PyPI	multidict	`6.7.0`	indirect
PyPI	nbclient	`0.10.4`	indirect
PyPI	nbconvert	`7.16.6`	indirect
PyPI	nbformat	`5.10.4`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	nh3	`0.3.2`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	notebook	`7.5.2`	indirect
PyPI	notebook-shim	`0.2.4`	indirect
PyPI	packaging	`26.0`	indirect
PyPI	paginate	`0.5.7`	indirect
PyPI	pandocfilters	`1.5.1`	indirect
PyPI	parso	`0.8.5`	indirect
PyPI	pathspec	`1.0.3`	indirect
PyPI	patsy	`1.0.2`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`12.1.0`	indirect
PyPI	pkginfo	`1.10.0`	indirect
PyPI	platformdirs	`4.5.1`	indirect
PyPI	plotly	`5.24.1`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	pre-commit	`2.21.0`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	psutil	`7.2.1`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	py-spy	`0.4.1`	indirect
PyPI	pycares	`5.0.1`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pycryptodome	`3.23.0`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pyee	`11.1.1`	indirect
PyPI	pygments	`2.19.2`	indirect
PyPI	pyjwt	`2.10.1`	indirect
PyPI	pymdown-extensions	`10.14.3`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pytest	`8.4.2`	indirect
PyPI	pytest-asyncio	`0.26.0`	indirect
PyPI	pytest-cov	`4.1.0`	indirect
PyPI	pytest-mock	`3.15.1`	indirect
PyPI	pytest-textual-snapshot	`1.1.0`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-binance	`1.0.34`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-json-logger	`4.0.0`	indirect
PyPI	pytz	`2025.2`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	pywinpty	`3.0.2`	indirect
PyPI	pyyaml-env-tag	`1.1`	indirect
PyPI	pyzmq	`27.1.0`	indirect
PyPI	qubx	`—`	indirect
PyPI	qubx-bitfinex-api	`3.0.7`	indirect
PyPI	readme-renderer	`44.0`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2026.1.15`	indirect
PyPI	requests	`2.32.5`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	retrying	`1.4.2`	indirect
PyPI	rfc3339-validator	`0.1.4`	indirect
PyPI	rfc3986	`2.0.0`	indirect
PyPI	rfc3986-validator	`0.1.1`	indirect
PyPI	rfc3987-syntax	`1.1.0`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	ruff	`0.14.14`	indirect
PyPI	rust-just	`1.46.0`	indirect
PyPI	secretstorage	`3.5.0`	indirect
PyPI	send2trash	`2.1.0`	indirect
PyPI	sentinels	`1.1.1`	indirect
PyPI	setuptools	`80.10.1`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	smmap	`5.0.2`	indirect
PyPI	soupsieve	`2.8.3`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	starlette	`1.0.0`	indirect
PyPI	syrupy	`4.8.0`	indirect
PyPI	tenacity	`9.1.2`	indirect
PyPI	terminado	`0.18.1`	indirect
PyPI	tinycss2	`1.4.0`	indirect
PyPI	tornado	`6.5.4`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	tree-sitter	`0.25.2`	indirect
PyPI	tree-sitter-bash	`0.25.1`	indirect
PyPI	tree-sitter-css	`0.25.0`	indirect
PyPI	tree-sitter-go	`0.25.0`	indirect
PyPI	tree-sitter-html	`0.23.2`	indirect
PyPI	tree-sitter-java	`0.23.5`	indirect
PyPI	tree-sitter-javascript	`0.25.0`	indirect
PyPI	tree-sitter-json	`0.24.8`	indirect
PyPI	tree-sitter-markdown	`0.5.1`	indirect
PyPI	tree-sitter-python	`0.25.0`	indirect
PyPI	tree-sitter-regex	`0.25.0`	indirect
PyPI	tree-sitter-rust	`0.23.2`	indirect
PyPI	tree-sitter-sql	`0.3.7`	indirect
PyPI	tree-sitter-toml	`0.7.0`	indirect
PyPI	tree-sitter-xml	`0.7.0`	indirect
PyPI	tree-sitter-yaml	`0.7.2`	indirect
PyPI	twine	`5.1.1`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2025.3`	indirect
PyPI	tzlocal	`5.3.1`	indirect
PyPI	uc-micro-py	`1.0.3`	indirect
PyPI	uri-template	`1.3.0`	indirect
PyPI	urllib3	`2.0.7`	indirect
PyPI	verspec	`0.1.0`	indirect
PyPI	virtualenv	`20.36.1`	indirect
PyPI	watchdog	`6.0.0`	indirect
PyPI	wcwidth	`0.3.1`	indirect
PyPI	webcolors	`25.10.0`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	werkzeug	`3.0.6`	indirect
PyPI	widgetsnbextension	`4.0.15`	indirect
PyPI	win32-setctime	`1.2.0`	indirect
PyPI	yarl	`1.22.0`	indirect
PyPI	zipp	`3.23.0`	indirect

Dependency advisories 29

This repository publishes no package the index resolves, so its own dependency graph was assessed — 270 packages, which also include development and test pins that never ship: 29 carry known advisories, of which 7 are direct. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

Package	Version	Relation	Severity	Advisories	Fixed in
aiohttp	`3.10.11`	direct	critical	60	`3.14.1`
gitpython	`3.1.46`	direct	critical	12	`3.1.52`
cryptography	`46.0.3`	indirect	critical	7	`48.0.1`
jupyterlab	`4.5.2`	indirect	critical	7	`7.5.6`
notebook	`7.5.2`	indirect	critical	4	`7.5.6`
click	`8.3.1`	direct	high	1	`8.3.3`
orjson	`3.11.5`	direct	high	1	`3.11.6`
jupyter-server	`2.17.0`	indirect	high	13	`2.20.0`
markdown	`3.7`	indirect	high	2	`3.8.1`
mistune	`3.2.0`	indirect	high	32	`3.3.0`
jinja2	`3.1.5`	direct	moderate	2	`3.1.6`
pydantic-settings	`2.13.1`	direct	moderate	1	`2.14.2`
python-dotenv	`1.2.1`	direct	moderate	2	`1.2.2`
bleach	`6.3.0`	indirect	moderate	3	`6.4.0`
flask	`3.0.3`	indirect	moderate	2	`3.1.3`
idna	`3.11`	indirect	moderate	2	`3.15`
nbconvert	`7.16.6`	indirect	unknown	6	—
pillow	`12.1.0`	indirect	unknown	34	—
pygments	`2.19.2`	indirect	unknown	2	—
pyjwt	`2.10.1`	indirect	unknown	13	—
pymdown-extensions	`10.14.3`	indirect	unknown	4	—
pytest	`8.4.2`	indirect	unknown	2	—
requests	`2.32.5`	indirect	unknown	2	—
setuptools	`80.10.1`	indirect	unknown	2	—
soupsieve	`2.8.3`	indirect	unknown	4	—
starlette	`1.0.0`	indirect	unknown	10	—
tornado	`6.5.4`	indirect	unknown	12	—
urllib3	`2.0.7`	indirect	unknown	12	—
werkzeug	`3.0.6`	indirect	unknown	6	—

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable

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          "oid": "87e35915145a0ec73d263669845309f7e095602d",
          "body": "…ety, paper pre-seed (#336)\n\n* feat(transfers): live ITransferManager via tech1-xchanges transfer service\n\n* refactor(transfers): move service client out of qubx, keep framework transfer-manager fixes\n\n* fix(tests): build transfer-test instruments directly, drop lookup dependency\n\n* fix(backtester):\n[…]\n-stable transfers in destination base currency\"\n\nSim transfers stay single-currency; paper rebalancing with mixed base currencies under-reports destination capital (known limitation, live unaffected).",
          "is_bot": false,
          "headline": "feat(core): transfer-manager lifecycle fixes — sim pickup, warmup saf…",
          "author_name": "Bogdan Kaftanatiy",
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          "committed_at": "2026-07-22T19:25:01Z",
          "body_truncated": true,
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        },
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          "oid": "b7bdd65d9cb1f6b1fcc7bcc3d88f4edde8414b80",
          "body": "feat(ccxt): Binance portfolio margin — fix papi routing, add PM connector subclass",
          "is_bot": false,
          "headline": "Merge pull request #340 from xLydianSoftware/feat/binance-pm-support",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-22T13:30:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1dec85a551f63d8e4810f21cf35d60a55d2ba0b",
          "body": "get_adl_level did a blocking per-instrument REST call — harmless today\n(ctx.get_adl_level reads Position.adl_level from AM state and nothing\ncalls the connector method), but a hazard for any future direct caller\niterating instruments. Worse, PM positions never got adl stamped at all:\npapi positionRi\n[…]\nOne account-wide papiGetUmAdlQuantile call per snapshot now stamps\nPosition.adl_level on the snapshot positions (worst quantile across\nsides) and refreshes a local cache; get_adl_level is a dict read.",
          "is_bot": false,
          "headline": "refactor(ccxt): bulk ADL refresh per snapshot on Binance PM",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-22T12:54:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3f086b5f99f022e66e9a592b7447c558295301ce",
          "body": "Binance migrated PM conditional orders to the Algo Service on 2026-04-28:\nthe old papi um/conditional/* endpoints 404 (ccxt <= 4.5.50 still routes\nthere) and the replacement API renamed the fields — trigger param is\ntriggerPrice (not stopPrice), client id is clientAlgoId, id is algoId.\nccxt has no i\n[…]\numbing. ALGO_UPDATE events did not fire for NEW/CANCELED in\ntesting; the algo lifecycle is REST-confirmed (synchronous responses +\nthe openAlgoOrders reconcile sweep), replacing the earlier fail-fast.",
          "is_bot": false,
          "headline": "feat(ccxt): route Binance PM stop orders via papi Algo Service",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-22T12:32:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f3902737476aa5aa5a880522b6efc063b14e78c3",
          "body": "Binance suspended the PM conditional-order service (papi um/conditional/*)\nin 2026-04 and it still 404s (live-verified 2026-07-22: placement AND\nquery; regular papi um/order rejects STOP_MARKET with -1116). Raise\nNotSupported synchronously in BinancePortfolioMargin.create_order so\nstrategies get a clean venue-verdict instead of an HTML 404 page.\nClient-side alternative: trackers with risk_controlling_side=\"client\".",
          "is_bot": false,
          "headline": "fix(ccxt): fail fast on Binance PM conditional orders",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-22T12:07:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7be45ccb8573d0c20a3eb83739878cedba59008",
          "body": "BinancePortfolioMargin's defaultType \"margin\" silently broke every papi\npath that ccxt type-resolves before consulting the portfolioMargin flag:\nthe user-data stream connected to the spot ws-api (zero UM order/fill/\nbalance events — fills only surfaced via 30s snapshot reconcile with\nsynthetic execu\n[…]\nfied on a real PM account (DOGEUSDT round trips): real-time WS\nfills ~135ms with venue trade ids, instant ACCOUNT_UPDATE balance push,\ndeal-based realized PnL, venue equity/withdrawable figures in AM.",
          "is_bot": false,
          "headline": "feat(ccxt): fix Binance portfolio-margin routing + PM connector subclass",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-22T11:57:41Z",
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          "is_coding_agent": false
        },
        {
          "oid": "f34dbd836f59b95cc55c220948a491e975bbec3d",
          "body": "feat(core): position episodes — per-open P&L/funding/commission baselines",
          "is_bot": false,
          "headline": "Merge pull request #339 from xLydianSoftware/feat/position-episodes",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-21T12:50:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b7e58b5b503fe9b9d970169297d753922bae676",
          "body": "…les (review finding)",
          "is_bot": false,
          "headline": "fix(loggers): idempotent ADD COLUMN migration in postgres _ensure_tab…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-21T12:12:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db42bee1caafcee50f7479dff640253cbbeaecb4",
          "body": "…ines on Position",
          "is_bot": false,
          "headline": "feat(core): position episodes — per-open P&L/funding/commission basel…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-21T11:48:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26df4cf461aa97c02588dd0efad56753e636548f",
          "body": null,
          "is_bot": false,
          "headline": "docs: position-episodes design + implementation specs",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-21T11:28:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7db34faa33434f517f26c158deb06d6dfa880b4d",
          "body": "* fix(ccxt): take initial margin from the venue, not the internal fallback\n\nccxt_convert_position read maintenanceMargin from the venue but never initialMargin,\nso Position._initial_margin_external stayed False and initial_margin fell back to\nPosition._update_initial_margin(). That fallback cannot k\n[…]\nqubx/connectors + core/account_manager. The 5 test_ohlc_pagination\nfailures there are pre-existing (identical with and without this change; they pass\nin isolation and fail only alongside other tests).",
          "is_bot": false,
          "headline": "Dm/ccxt initial margin (#338)",
          "author_name": "Dmitry Marienko",
          "author_login": "dmarienko",
          "committed_at": "2026-07-20T19:54:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "deab8f10c99137c798a9a3dc0640da07265f4278",
          "body": "fix(data/questdb): provider-prefixed tables, flexible timeframe spell…",
          "is_bot": false,
          "headline": "Merge pull request #337 from xLydianSoftware/dm/data-storage-fix",
          "author_name": "Dmitry Marienko",
          "author_login": "dmarienko",
          "committed_at": "2026-07-15T13:25:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f98d7723e607703c10a7066dbfa64f0dbed2ce9",
          "body": "…ing, reduced-schema OHLC\n\n- decode_table_metadata: peel a leading data-provider namespace so 4-segment tables\n  like `xdata.binance.umswap.<dtype>_<tf>` decode to XDATA.BINANCE.UM / SWAP / <dtype>[tf];\n  3-segment venue tables are unchanged.\n- _build_lookups: register record dtypes under the canoni\n[…]\n SQL: aggregate only the optional columns a table actually has (quote_volume / count /\n  taker_buy_volume / taker_buy_quote_volume), so reduced-schema ohlc tables no longer error\n  on missing columns.",
          "is_bot": false,
          "headline": "fix(data/questdb): provider-prefixed tables, flexible timeframe spell…",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-15T13:11:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1561e732612410152bd992224d09e14093d2740f",
          "body": "…ositionGathering (#334)",
          "is_bot": false,
          "headline": "feat(gathering): add suspend/resume/is_suspended no-op defaults to IP…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-10T12:39:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "089530d4e5f273cc1fd393d1f5bc54c2b5c2bfbb",
          "body": "…us run (#333)\n\nRestore strategy state from only the previous run (one shared canonical run_id across positions/signals/targets/balance), fixing stale de-universed instruments (e.g. TST orphan) leaking in on restart. Adds backward-compatible optional run_id to all Postgres and MongoDB sub-restorers, centralized run-resolution helpers, and a 7-day lookback. Postgres + MongoDB parity.",
          "is_bot": false,
          "headline": "feat(restorers): scope Postgres & MongoDB state restore to the previo…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-10T12:03:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43f9a3740aa67b465e3c26f55c6b81066983fc08",
          "body": "…p snapshots (#332)\n\n* fix(runner): seed live warmup with real account capital via pre-warmup snapshots\n\nLive connectors only connect at ctx.start() — after warmup — so the warmup\nsimulation was seeded with get_total_capital() == 0 and every capital-dependent\nstrategy path ran against an unfunded ac\n[…]\nro capital hides a bad state; raise\nWarmupValidationError on timeout instead.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(runner): seed live warmup with real account capital via pre-warmu…",
          "author_name": "Bogdan Kaftanatiy",
          "author_login": "bogdanKaftanatiy",
          "committed_at": "2026-07-09T13:36:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d3a50cb88ba44a06282fdf8e540acbc7f7b4596d",
          "body": "…viders own market tuples (#330)\n\n* feat(core): venue-exact funding events + interval-agnostic booking dedup\n\nFunding-ownership refactor phase 0 — booking-path hardening:\n\n- FundingPaymentEvent gains amount (venue-exact signed cash, settle currency)\n  and source (emitter tag: ws/rest/provider/sim) f\n[…]\nslot (incl. the current hour's — no ~70min idle after connect) and the\n  sleep re-checks the wall clock in bounded chunks (immune to NTP steps /\n  suspend / monotonic-vs-wall drift; never fires early)",
          "is_bot": false,
          "headline": "feat: funding-payment ownership — connectors own account funding, pro…",
          "author_name": "Bogdan Kaftanatiy",
          "author_login": "bogdanKaftanatiy",
          "committed_at": "2026-07-09T09:35:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c2f8e58be775bb45a0e84e64a51d6cd7ddcc8207",
          "body": "…igure\n\nfeat(charting): LookingGlass.look() returns go.Figure",
          "is_bot": false,
          "headline": "Merge pull request #331 from xLydianSoftware/feature/lookinglass-go-f…",
          "author_name": "Dmitry Marienko",
          "author_login": "dmarienko",
          "committed_at": "2026-07-08T21:07:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07d06fc0fc5df558d113508cff295f76882832f9",
          "body": "look() now returns a plain go.Figure instead of go.FigureWidget. Renders\nidentically in-notebook, but its Copy-Output exports full-data plotly HTML and\nthe saved .ipynb carries the plotly mimetype — so charts paste onto a Skena\ncanvas and render offline.\n\nHelper methods (hover/rline/rlinex/rline_/vl\n[…]\nkeep working\nregardless of figure class. No callbacks/live-updates were used anywhere, so\ndropping FigureWidget has no functional impact; chart_signals' signals table\nstays a FigureWidget (unchanged).",
          "is_bot": false,
          "headline": "feat(charting): LookingGlass.look() returns go.Figure (canvas-copyable)",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-08T19:52:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "363175f915a09c9c45d1c9a40a97066f48e5a9a8",
          "body": "…napshot-include-orders\n\nFix/iconnector request snapshot include orders",
          "is_bot": false,
          "headline": "Merge pull request #328 from xLydianSoftware/fix/iconnector-request-s…",
          "author_name": "Dmitry Marienko",
          "author_login": "dmarienko",
          "committed_at": "2026-07-07T14:16:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f962051a4afb3bf03698da17bbc72259595c6179",
          "body": "…nector (include_orders param)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01KTXv6uKg8n7jXXCMDkScUo",
          "is_bot": false,
          "headline": "fix(backtester): SimulatedConnector.request_snapshot conforms to ICon…",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-06T21:32:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b4f8afc386f4b85b11c2382b5dee0e307b6ddfc5",
          "body": "…cxt + reconciler action); add param to IConnector protocol",
          "is_bot": false,
          "headline": "refactor(core): request_snapshot full -> include_orders (protocol + c…",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-06T15:05:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67ab82761799fbb0607f9d5d51557e9d02aaac28",
          "body": "Co-authored-by: Bohdan Kaftanatii <bogdan.kaftanatiy@xlydian.com>",
          "is_bot": false,
          "headline": "fix: added simple retry logic for redis exporter (#288)",
          "author_name": "Bogdan Kaftanatiy",
          "author_login": "bogdanKaftanatiy",
          "committed_at": "2026-07-04T15:20:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cc1084b1c5c12d5569bbca854e46191a733ad79",
          "body": "…consecutive restarts (#327)\n\n_restore_tracker_and_gatherer_state handed the latest restored TargetPositions\nto the gatherer purely in-memory but never logged them, so the new run's\n*_targets.csv stayed empty. A subsequent `qubx run --restore` would then find\nno targets to restore from, breaking the\n[…]\nath\nuses when it emits targets, so restored targets are written through to the\ncurrent run's target log (preserving options such as the maker-taker pairing\ngroup) right after the gatherer is restored.",
          "is_bot": false,
          "headline": "fix(restore): re-persist restored targets so --restore chains across …",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-04T15:19:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "115c73b2d4a7e44cd148a1eb96c47c5ef5025b33",
          "body": "feat(account): account-management redesign",
          "is_bot": false,
          "headline": "Merge pull request #301 from xLydianSoftware/account-mgmt-redesign",
          "author_name": "Dmitry Marienko",
          "author_login": "dmarienko",
          "committed_at": "2026-07-03T13:46:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "faae13953aef7e932bff1231fa260ff054e58d5d",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into account-mgmt-redesign",
          "author_name": "Dmitry Marienko",
          "author_login": "dmarienko",
          "committed_at": "2026-07-03T13:40:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4fbbf42f80d669a4409b0db38076fa62e96070a9",
          "body": "- account summary bar shows a self-ticking HH:MM:SS UTC clock in the right corner\n  (content takes 1fr, clock right-aligned/muted; updates on a 1s interval)\n- orders table gains a last 'Order ID' column showing client_order_id (or\n  venue_order_id when there is no cid, e.g. adopted venue-only orders)",
          "is_bot": false,
          "headline": "feat(tui): UTC clock in summary bar + order-id column in orders table",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-03T12:17:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b8fb6135086afb34f25890a50358ac8f610de8d",
          "body": "The old 'cum={order.filled_quantity}' read like a per-trade running sum but is the\nORDER-level cumulative sampled at emit time — so a trade re-handed by ccxt's growing\nwatch_orders trades list logged the same amt/tid with a different cum, looking\ncontradictory (booking is correct; AccountState dedups by trade_id). Renamed to\norder_filled=<filled>/<total> so it's unambiguous.",
          "is_bot": false,
          "headline": "fix(ccxt): clarify emit-fill log (order_filled vs per-trade amt)",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-03T12:08:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c097344e00d621b606f417715d7ec3538e0d0f7",
          "body": "…off the REST throttle\n\nSteady-state account snapshots now fetch positions+balance only (light). The\nhigh-weight open-orders + algo/trigger legs run only on the first snapshot\n(startup discovery) and a periodic full sweep (full_snapshot_interval, default 5m).\n\nWhy: the 4 concurrent account reads sha\n[…]\n request + every interval)\n- config: full_snapshot_interval_ms (default 300000)\n- manager: wire the knob + pass full through _execute\n- connector: request_snapshot(full) / _snapshot_async(full) branch",
          "is_bot": false,
          "headline": "feat(account-mgmt): light steady-state snapshots to keep order sends …",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-03T09:18:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c5de73a45f9c0469a6d8eb9f85210182c0c3f851",
          "body": "on_start / on_fit / state-resolution / restore now wait for the first venue\nAccountSnapshot (AccountManager.is_synced) so they see real capital and venue\npositions instead of the pre-sync zero state (0-capital sizing, transiently-flat\nrestored positions). Bounded by ACCOUNT_SYNC_TIMEOUT (15s) so a missing/failed\nsnapshot never hangs; skipped in simulation/paper (locally-seeded account).",
          "is_bot": false,
          "headline": "feat(account-mgmt): gate strategy startup on initial account sync",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-02T16:24:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4a07ed8c068a4c62d730354ce35eddcadcded2b",
          "body": "…tware/Qubx into account-mgmt-redesign",
          "is_bot": false,
          "headline": "Merge branch 'account-mgmt-redesign' of https://github.com/xLydianSof…",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-02T14:21:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e85812fd037c7065a8ca83839fe43d8735d47445",
          "body": null,
          "is_bot": false,
          "headline": "chore: area logger for reconciler",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-02T14:20:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c057c7d912e9d35cfe10bc8e43c12ef3e664835a",
          "body": null,
          "is_bot": false,
          "headline": "feat: switched to richlogs instead of area in qubx --textual",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-02T12:15:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5f731b2e2212d4f9464831ba51218d94c0e4001",
          "body": "…bx into account-mgmt-redesign",
          "is_bot": false,
          "headline": "Merge branch 'account-mgmt-redesign' of github.com:xLydianSoftware/Qu…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-02T11:44:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "996af956af7b51d4748e10fc50c2136bfb4fbb6e",
          "body": null,
          "is_bot": false,
          "headline": "chore: add auto reduce only flag",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-02T11:44:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca9be96702b2cd4741bfea32a45ff7ee6bb39318",
          "body": "…tware/Qubx into account-mgmt-redesign",
          "is_bot": false,
          "headline": "Merge branch 'account-mgmt-redesign' of https://github.com/xLydianSof…",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-01T20:55:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "364e424b3cf4cd2d322eec7b43787c3c3a404921",
          "body": "Adopting startup position state is the position RESTORER's job, not the\nreconciler's. On the first snapshot (no prior snapshot applied, last_as_of\nis None) the reconciler now adopts the venue position (size/avg\nvenue-authoritative, r_pnl preserved) and watermarks it, but does NOT spawn\nConfirmPositi\n[…]\ned\ndeals exactly as before.\n\nLive-validated on ccxt-smoke: restart with an existing position adopts it from\nthe venue snapshot with no hist-deals fetch and no recovered-deal row in the\nexecutions log.",
          "is_bot": false,
          "headline": "fix(account-mgmt): skip hist-deals on the first reconcile after start",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-07-01T20:53:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "40707ed5a69fac2e5379a23dcf24b274c4d484c4",
          "body": "Add get+set for the configured leverage (max_instrument_leverage) and margin\nmode across StrategyContext/IStrategyContext, AccountManager (new IAccountConfigurator\nwrite iface, IAccountViewer stays read-only) and IConnector/CcxtConnector; notional cap\nand ADL are read-only. Getters are backed by the venue snapshot (Position.leverage/\nmax_notional/margin_mode/adl_level populated from fetch_positions); sim/backtester stay\nneutral.",
          "is_bot": false,
          "headline": "feat(account): symmetric per-instrument leverage/notional/adl/margin API",
          "author_name": "Bohdan Kaftanatii",
          "author_login": "bogdanKaftanatiy",
          "committed_at": "2026-07-01T19:51:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d122b0e95788127030c67119f582ea7cd1ae3021",
          "body": "CsvSignalRestorer.restore_targets / restore_signals built their options dict from only\n[comment, size, meta] and ignored the persisted 'options' column — so the full options dict\n(e.g. {'group': 'STATARB'}) written by CsvFileLogsWriter was dropped on restore. Grouped\nstrategies (maker/taker pairs) k\n[…]\nl, defensive) and merge it first;\nrestore_signals also derives Signal.group from options when no explicit group column is present.\n\nAdds a regression test asserting the group survives restore_targets.",
          "is_bot": false,
          "headline": "fix(restorers): round-trip the options column (group tag) on CSV restore",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-07-01T16:04:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8dd667f78f584c5671b0d740fd73c3937e5d6e4d",
          "body": "Dm/acc mgmt actions",
          "is_bot": false,
          "headline": "Merge pull request #321 from xLydianSoftware/dm/acc-mgmt-actions",
          "author_name": "Dmitry Marienko",
          "author_login": "dmarienko",
          "committed_at": "2026-06-30T17:55:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d06c42d97c23a5764bdb706dd2e682e1fe949351",
          "body": "…torm)\n\nA cancel on an order that HAS a venue id (so it was acked) which the venue\nanswers with -2011 \"Unknown order sent\" means the order is already gone\n(filled/expired/canceled) — not the submit/cancel race. Stop retrying and\nemit nothing; the WS terminal + snapshot reconciler resolve the true st\n[…]\n CANCEL_REJECTED.\n\n_classify_cancel_error gains an `acked` flag and a third \"gone\" verdict; the\nvenue-id retry loop returns (None, None) on \"gone\"; the cloid path (no ack =\ngenuine race) is unchanged.",
          "is_bot": false,
          "headline": "fix(ccxt): treat -2011 on an acked cancel as already-gone (no retry s…",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-30T16:00:25Z",
          "body_truncated": true,
          "is_coding_agent": false
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          "body": "…Order",
          "is_bot": false,
          "headline": "fix(core): correct StrategyContext.update_order return annotation to …",
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          "body": "…ategy-facing\n\nA RequestHistDeals recovery deal (DealEvent.historical) is a reconciliation artifact, not a\nlive execution — the position was already corrected by the snapshot. The PM now records it\nto the ledger (save_deals) only and fires nothing strategy-facing: no on_execution, no\ntracker/gatherer, no realize-only on_position_change. The internal realize-only booking\nstill happens in the reducer.",
          "is_bot": false,
          "headline": "fix(account-mgmt): historical recovery deals are ledger-only, not str…",
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          "author_login": "dmarienko",
          "committed_at": "2026-06-29T14:25:13Z",
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          "body": "…atermark\n\nRequestHistDeals used since=position.last_update_time, but the triggering trade can sit at\nor just before that stamp, so fetch_my_trades(since=...) excluded it (returned 0 trades\nlive). Fetch from since - HIST_DEALS_LOOKBACK (2s) so the boundary trade is included; the\nrealize-only watermark itself is unchanged, so booking stays correct (no double-count) and\nre-fetched deals are deduped by trade_id.",
          "is_bot": false,
          "headline": "fix(account-mgmt): widen hist-deals fetch window below the position w…",
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          "oid": "d368fb7567bdd513a83a8d2eab24fb0cddaf794f",
          "body": "Balance legs ignore sub-cent drift: margin/unrealized-PnL float noise nudged free/locked\nby ~1e-5 on every snapshot, which reconciled (and logged) each 30s poll. Add\nBALANCE_ABS_TOL=0.01 + _close_bal (absolute) for the balance mismatch check; margins and\nvenue figures keep their relative tolerance. Only changes >= 1 cent now reconcile.",
          "is_bot": false,
          "headline": "feat(account-mgmt): 1-cent absolute tolerance for balance reconcile",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-29T14:25:13Z",
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          "headline": "chore: refactoring + docs refresh",
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          "oid": "b87afc86993ddee8b79fbb7326a7d553eac2989d",
          "body": "…CCEPTED phantoms\n\nA RequestHistDeals recovery deal is for an already-completed order. The reducer\nmaterialized it as an ACCEPTED phantom, which the next snapshot chased as a missing\nopen order -> ResolveMissingOrder status-fetch loop + repeated \"FILLED report carried\nno trades\" connector warnings (\n[…]\n\nrecovered trades; the reducer materializes them as terminal FILLED external orders\n(an audit record, never reconciled as an open order) while still realizing-only against\nthe snapshot-owned position.",
          "is_bot": false,
          "headline": "fix(account-mgmt): recover historical deals as terminal orders, not A…",
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          "headline": "fix: multiple fixes",
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          "committed_at": "2026-06-29T06:57:35Z",
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          "oid": "1a6c4da79fb225eb695eb83d76016ba1f44a99d5",
          "body": "…ring + config rename\n\nDead-code sweep: remove the legacy snapshot-reconcile path now that the Reconciler\nowns snapshots — reconcile_snapshot + helpers, ReconcileDiff, reducer _handle_snapshot,\nthe snapshot-fill deficit mechanism, manager _on_inflight_tick/_on_snapshot_tick +\n_resolve_missing_orders\n[…]\neak, dataclass +\npydantic mirror kept 1:1. order_confirm_* now wired from config; position_confirm_wait\ndefault 5s->2s.\n\nTests migrated to the new path / new field names; dead-mechanism tests removed.",
          "is_bot": false,
          "headline": "refactor(account-mgmt): finish reconciler redesign 3c + hist-deals wi…",
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          "body": "…mid-sweep)\n\nProduction path now flows through the Reconciler:\n- 3a parity in reconciler.on_snapshot: as_of stale ratchet, OriginalOrderMissing ->\n  _recover_order (RECOVERED/EXTERNAL, no deficit), venue figures, cid-fallback venue-id\n  capture in _apply_order_snapshot.\n- 3b reroute (manager): Accou\n[…]\nidentical;\nonly old-API assertions fail. 3c remaining: trim that file to the high-value migrated tests,\ndelete the dead old path (reconcile_snapshot/_handle_snapshot/deficit/reconcile_diff/old ticks).",
          "is_bot": false,
          "headline": "wip(account-mgmt): step 3a/3b — reroute snapshots to the Reconciler (…",
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          "headline": "wip: recovering orders impl.",
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          "author_login": "dmarienko",
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          "headline": "wip: pull AwaitOrderConfirm task from local branch",
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          "author_login": "dmarienko",
          "committed_at": "2026-06-28T14:14:51Z",
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          "headline": "wip: reconciler integration",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-28T14:06:21Z",
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        },
        {
          "oid": "41685df4ced25639a7518387165e46c262019326",
          "body": null,
          "is_bot": false,
          "headline": "feat: adds handle for lost orders",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-28T13:51:17Z",
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        {
          "oid": "bbaa79197c9c1ab5785b56e26c782e3b87f758a6",
          "body": "Brings in: connector registry redesign (#318/#322), IConnector Order-passing on\ncancel/update/request_order_status (#323/#325), WS position-push removal (#326),\nposition-gatherer callbacks. Conflicts resolved:\n- state.py: keep _position_reconcile_as_of watermark; accept position-push removal\n- ccxt/connector.py: keep last_update_time on the ACCEPTED emit; take AM-side ack dedup",
          "is_bot": false,
          "headline": "Merge origin/account-mgmt-redesign into dm/acc-mgmt-actions",
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          "author_login": "dmarienko",
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          "is_bot": false,
          "headline": "feat: cleanup code",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-28T12:55:49Z",
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        },
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          "oid": "755062449825ace12350d522f5aabfa6e557f730",
          "body": "…shot reconciliation",
          "is_bot": false,
          "headline": "wip: update realized pnl on deals that passed with latency after snap…",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-28T12:41:03Z",
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          "oid": "207cc6c0c24109eadf1996b85a7dacf36260a59d",
          "body": null,
          "is_bot": false,
          "headline": "chore: cleanup code",
          "author_name": "quant0",
          "author_login": "dmarienko",
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          "headline": "wip: refactoring",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-28T11:42:36Z",
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        {
          "oid": "770e7eeda18251063c5056170ca8731bcd7c6d05",
          "body": "…er holds (#326)\n\nA cancel-and-replace modify (Hyperliquid — verified live on mainnet — and any venue whose\nedit is an atomic cancel+recreate) cancels the OLD venue order id but emits its CANCELED\ncarrying the SAME client_order_id as the now-live replacement, which already moved to a NEW\nvenue id. T\n[…]\n_id on the replacement's\nACCEPTED). A cancel with no venue id (pre-ack) or one matching the order's current id is a\nreal cancel and still transitions. 3 reducer tests added; full AM suite green (255).",
          "is_bot": false,
          "headline": "fix(account-mgmt): ignore a CANCELED for a venue id the order no long…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-06-26T14:16:04Z",
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          "oid": "4c3ded716b332b2e4fd59112ab1aab10ea40096c",
          "body": null,
          "is_bot": false,
          "headline": "wip: timestamps",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-26T13:08:42Z",
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          "oid": "a4a5c9365571e8ba5b36bf3975c0491a4af926a5",
          "body": null,
          "is_bot": false,
          "headline": "wip: timestamps fix (from live)",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-26T12:28:59Z",
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          "oid": "e670e24faa56ebe964ab2ce70e4af5c3f7d4f6e1",
          "body": null,
          "is_bot": false,
          "headline": "wip: venue time refactoring",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-26T09:31:51Z",
          "body_truncated": false,
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          "oid": "748fbe4dcb43b144169dfec1a75294d782d7e80f",
          "body": null,
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          "headline": "wip: tests",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-25T14:49:37Z",
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        {
          "oid": "539e4965f23c98369dae554581d97d237ae46fc5",
          "body": null,
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          "headline": "wip: reconciler",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-25T13:15:22Z",
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        {
          "oid": "6fd4c15d541a9082f8b8398a1f7897a4bdc79d24",
          "body": "…n-push path\n\nA venue position push (Binance ACCOUNT_UPDATE) can arrive before its own fill/deal\nevents, so the reducer's _handle_position_update compared venue post-fill size against\nlocal pre-fill size and raised spurious drift. The push never wrote size anyway (size is\nowned by the deal ledger), \n[…]\n updated; balance-push coverage preserved.\n\nNon-order-driven changes (liquidation/ADL) now surface at the next snapshot reconcile.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(account-mgmt): remove PositionUpdateEvent and the WS positio…",
          "author_name": "Bohdan Kaftanatii",
          "author_login": "bogdanKaftanatiy",
          "committed_at": "2026-06-24T14:12:57Z",
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        },
        {
          "oid": "6fd3505790156164f06eb5a7e3be35480e8be29e",
          "body": "…; drop ccxt cache (#325)\n\nSupersedes #323's `instrument` kwarg. IConnector.cancel_order / update_order /\nrequest_order_status now take the whole `Order` the AccountManager already holds\n(the single source of order state), so every connector is a stateless adapter:\nsymbol/side/type/ids are read stra\n[…]\ntes\ndeals by venue id alone; the AM resolves the originating order.\n\nBacktester SimulatedConnector and the TradingManager / AccountManager call sites\nupdated to the Order-based contract.\n\nCloses #324.",
          "is_bot": false,
          "headline": "feat(connector): pass the Order to cancel/update/request_order_status…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-06-24T13:54:23Z",
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        },
        {
          "oid": "abf8620fbcdf533033237a52fa16207d90773585",
          "body": "…_order (#323)\n\nPass the instrument the AccountManager already holds into cancel_order/update_order so a\nconnector can build the venue payload (HL asset index, ccxt symbol) WITHOUT keeping its own\nper-order cache — the AM is the single source of order state. `instrument` is a required\nkeyword-only a\n[…]\nding mixin threads order.instrument\nthrough both calls; CcxtConnector and the simulated backtester connector accept it (ccxt\nkeeps its existing cache for now). Tests updated to pass/expect instrument.",
          "is_bot": false,
          "headline": "feat(connector): require instrument on IConnector.cancel_order/update…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-06-24T12:24:46Z",
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        {
          "oid": "21d996c06de9e1b72378e87971d85fc5bd6a86f9",
          "body": "…brid contexts, per-area debug logging (#322)\n\n* docs: design spec for connector registry redesign (#318)\n\n* docs: fold AsyncThreadLoop retirement (BackgroundEventLoop + run_sync) into connector registry spec\n\n* docs: implementation plan for connector registry redesign (#318)\n\n* feat(utils): add run\n[…]\n_AREAS=account_manager.\n- ccxt connector emits WS position-push + fill diagnostics under connector.<exchange>.\n\nZero cost when no area is enabled (sink stays at base level; debug calls short-circuit).",
          "is_bot": false,
          "headline": "Connector registry redesign: ExchangePlugin + entry points (#318), hy…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-06-23T19:25:12Z",
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          "oid": "3e7e417da9a5a7297561284de4b640dfa6e81d25",
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          "headline": "wip: tests and docs",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-23T14:01:28Z",
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        },
        {
          "oid": "e2b3d7203ee073d1a038f763792f1e034cb986ea",
          "body": "…d-positions\n\nfeat(universe): settle gone held positions out of universe + force-settle action",
          "is_bot": false,
          "headline": "Merge pull request #320 from xLydianSoftware/feat/settle-held-deliste…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-06-23T13:48:30Z",
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        },
        {
          "oid": "720815239cf16bcbd887618fb04818156c08a989",
          "body": "…elisting)\n\nis_instrument_listed now returns False for a present-but-inactive ccxt market\n(e.g. Binance SETTLING / active=False during a delisting), so the gone-settle path\nflattens held positions during settlement instead of waiting for full removal from\nload_markets. Missing/None active fails open (still treated as listed).",
          "is_bot": false,
          "headline": "feat(connector): treat active=False markets as not-listed (settling/d…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-06-23T13:42:55Z",
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        },
        {
          "oid": "101ca79fcd027432a3608afb69ff005044d43ac1",
          "body": null,
          "is_bot": false,
          "headline": "wip: refactor tests",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-23T13:42:47Z",
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        },
        {
          "oid": "18f36083c1524d37a94c187557fcd531becf487d",
          "body": null,
          "is_bot": false,
          "headline": "wip: state diff class impl",
          "author_name": "quant0",
          "author_login": "dmarienko",
          "committed_at": "2026-06-23T13:40:49Z",
          "body_truncated": false,
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        },
        {
          "oid": "2086f95b16710bec0aa123ec2815f6ce03dc9d84",
          "body": "…ttle action\n\nA blacklisted/dropped held position in a delisted market was never settled: the\nblacklist force-close needs a live quote (gone -> none), and the gone-settle only\nswept universe candidates. Add a held-position sweep in set_universe that flattens\ngone holdings regardless of universe membership, plus an operator settle_position\ncontrol action (cancel orders + flatten via account, no trade, unconditional).\n\nCloses #319",
          "is_bot": false,
          "headline": "feat(universe): settle gone held positions out of universe + force-se…",
          "author_name": "Yuriy Arabskyy",
          "author_login": "yuriy-arabskyy",
          "committed_at": "2026-06-23T13:35:03Z",
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        },
        {
          "oid": "b1444fbd180e436a917ef582639a614c09bf6810",
          "body": "…therers\n\nThe framework only dispatched order-lifecycle and position-change callbacks to the\nstrategy; position gatherers got fills (on_execution_report) but never order-status or\nposition events. That forced gatherers to either poll or rely on a per-gatherer\nforwarding hotfix to react to cancel/upd\n[…]\nmplePositionGatherer inherits the no-ops. validate_account_callback_\nsignatures is unaffected (it only inspects the strategy MRO).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(account-mgmt): propagate order/position callbacks to position ga…",
          "author_name": "Bohdan Kaftanatii",
          "author_login": "bogdanKaftanatiy",
          "committed_at": "2026-06-23T12:58:19Z",
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          "oid": "14b8bbbf8338bffa92a8a828e617ce2859a62fde",
          "body": null,
          "is_bot": false,
          "headline": "chore: small refactoring",
          "author_name": "quant0",
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          "body": "When a market order fully fills at the venue but some fills never arrive as deals\n(dropped/coalesced WS messages), the terminal FILLED report still carries the venue's\nauthoritative cumulative filled_quantity. Previously only the delivered deals were booked,\nso the position size self-healed at the n\n[…]\nnchanged. Limitation: the synthesized fill carries no fee (per-fill\ncommissions are unknown; exact fees would need a trade fetch).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "InstrumentServiceManager.start() (run in context __post_init__, before the\nuniverse is set and state is restored) only scheduled a delayed one-shot\nrun_cycle. So on restart the blacklist cache was cold during state-restore and\nthe initial set_universe: a restored position in a now-blacklisted instru\n[…]\nm t=0. The delayed\nrun_cycle is kept as the one-shot force-close of any holding restored before the\nwarm-up. Best-effort: a network error leaves the cache empty and fit-time\nenforcement still applies.",
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          "author_name": "Yuriy Arabskyy",
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          "body": "…c in adapter)\n\nccxt_restore_position_from_deals accumulated a Position from a deal ledger (pos.reset() +\nupdate_position_by_deal per deal + base-fee correction) — position-accounting that belongs in\ncore (reducer/AccountState), not a venue adapter. It was dead: only a test referenced it, no\nconnect\n[…]\n the ccxt connector is a pure venue\nadapter — no account-state accumulation, transition decisions, fill dedup, or reconcile logic.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "refactor(ccxt): drop dead ccxt_restore_position_from_deals (core logi…",
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          "body": "…uresSandboxWarning)\n\nccxt >= 4.x gates the Binance futures testnet behind an explicit opt-in: set_sandbox_mode(True)\ncorrectly points at testnet.binancefuture.com, but every authenticated fapi call then raises\nNotSupported (\"testnet/sandbox mode is not supported for futures anymore\") unless\noptions\n[…]\n fetches venue-wide, prod too) so the\nvenue-wide fetch_open_orders doesn't raise. Verified end-to-end against the futures testnet.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "fix(ccxt): enable Binance futures testnet on current ccxt (disableFut…",
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          "body": "…emoval\n\nfix(core): re-fit on blacklist removal of an off-universe instrument",
          "is_bot": false,
          "headline": "Merge pull request #315 from xLydianSoftware/fix/refit-on-blacklist-r…",
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          "body": "run_cycle fired the change callback (-> trigger_fit) only when the\nuniverse-scoped diff (blacklisted_added/removed) was non-empty. But blacklisting\nan instrument evicts it from the universe, so a later REMOVAL from the blacklist\nproduced no universe diff -> no callback -> no re-fit, and the instrume\n[…]\n(in addition to the existing add/remove signal). Any blacklist edit now\ntriggers a re-fit; the re-fit's get_universe re-selects from the full candidate\nset, so an un-blacklisted instrument can return.",
          "is_bot": false,
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          "author_name": "Yuriy Arabskyy",
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          "body": "Brings in PR #314 (blacklist position enforcement). Conflict resolutions:\n- trading.py: kept main's blacklist reduce-only clamp on trade() (-> Order | None);\n  dropped trade_async (removed in the IConnector redesign); fixed _blacklist_clamp to\n  read positions via self._account_manager (the redesign\n[…]\n branches' added tests; adapted\n  main's blacklist trade test to mock_connector/submit_order; split semicolon statements.\n- account_processor_test.py stays deleted (AccountProcessor no longer exists).",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/main' into account-mgmt-redesign",
          "author_name": "Bohdan Kaftanatii",
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          "body": "…nforcement\n\nfix(core): enforce no open positions in blacklisted instruments",
          "is_bot": false,
          "headline": "Merge pull request #314 from xLydianSoftware/fix/blacklist-position-e…",
          "author_name": "Yuriy Arabskyy",
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          "body": "…acklist-blocked orders)",
          "is_bot": false,
          "headline": "fix(core): guard SimplePositionGatherer against None trade result (bl…",
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          "body": "# Conflicts:\n#\tsrc/qubx/core/mixins/processing.py\n#\ttests/qubx/core/context_test.py",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/main' into account-mgmt-redesign",
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          "body": "…nly tests",
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          "headline": "refactor(core): debug-level blacklist block logs + long-side reduce-o…",
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                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 7/14 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "137 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 270 resolved dependencies against OSV; 1 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 270
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 1
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "source": "osv",
              "advisories": 260,
              "affected_packages": 29,
              "assessed_packages": 270,
              "unassessed_packages": 1,
              "affected_by_severity": "critical 5, high 5, moderate 6, unknown 13",
              "direct_affected_packages": 7
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "7 affected: aiohttp 3.10.11 (critical 9.1), gitpython 3.1.46 (critical 9.8), click 8.3.1 (high 7.2), +4 more",
                "points": 3.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 7,
                      "packages": "aiohttp 3.10.11 (critical 9.1), gitpython 3.1.46 (critical 9.8), click 8.3.1 (high 7.2)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "4 advisory-carrying package(s) unaddressed past 90 days; oldest published 503 days ago",
                "points": 24.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 4,
                      "oldest": 503
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 270,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 72,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.96,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 4859
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "96 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 96,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "justfile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "pyrightconfig.json"
              ],
              "agent_commit_share": 0.08,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "justfile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "pyrightconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "pyrightconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "8 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 8,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Jupyter Notebook",
              "largest_source_bytes": 120136,
              "source_files_sampled": 475,
              "oversized_source_files": 10
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Jupyter Notebook with type-check config (pyrightconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "pyrightconfig.json",
                      "language": "Jupyter Notebook"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "10/475 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 475,
                      "oversized": 10
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:Qubx@1.13.1; advisories assessed against the repository dependency graph instead",
    "Advisory severity resolved for 120 of 258 advisories (lookup cap); the remainder are reported as unknown severity"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T20:10:05.948411Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/x/xLydianSoftware/Qubx.svg",
  "full_name": "xLydianSoftware/Qubx",
  "license_state": "standard",
  "license_spdx": "GPL-3.0"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.26.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.

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Score profile

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