Public recordGood
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 11:15 UTC
BoPeng / ai-marketplace-monitor
Monitor facebook marketplace with AI
BoPeng/ai-marketplace-monitor holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Engineering Quality (90/100) and lowest on Sustainability & Governance (58/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.
73
overall / 100Software 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.
73
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
BoPersonal account
61 followers22 public repossince Nov 2014Baylor College of Medicine
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | ai-marketplace-monitor | 0.10.2 | - | 22 | 10 days ago | ai-marketplace-monitor |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
82
Development activity
70Good
How it's scored
| 36/36 | Push recency — last push 2 days ago |
| 7.6/36 | Commit cadence — 11/52 weeks with commits |
| 16.6/18 | Commit volume — 69 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 29 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 69 |
| human_commit_share | 0.69 |
| days_since_last_push | 2 |
| active_weeks_last_year | 11 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 4 releases published |
| 36/36 | Release recency — latest release 10 days ago |
| 27/27 | Release cadence — a release every ~37.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 4 |
| latest_release_tag | v0.10.2 |
| releases_from_tags | no |
| days_since_latest_release | 10 |
| mean_days_between_releases | 37.7 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
75
Popularity & adoption
60Moderate
How it's scored
| 39.7/60 | Stars — 280 stars |
| 15.4/25 | Forks — 71 forks |
| 5.3/15 | Watchers — 10 watchers |
Inputs used
| forks | 71 |
| stars | 280 |
| watchers | 10 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (AGPL-3.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
58
Maintainer resilience (bus factor)
25Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 3.6/22.5 | Commit distribution — top contributor authored 84% of commits |
| 9.5/13.5 | Contributor breadth — 7 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0.841 |
Issue & PR responsiveness
67Moderate
How it's scored
| 40.2/46.8 | Issue resolution — 86% of issues closed |
| 22.1/38.3 | PR acceptance — 154/267 decided PRs merged |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 3/8 approved changesets -- score normalized to 3 |
Inputs used
| merged_prs | 154 |
| open_issues | 11 |
| closed_issues | 67 |
| issue_closed_ratio | 0.859 |
| closed_unmerged_prs | 113 |
Ownership & stewardship
56Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 12.9/25 | Owner reach — 61 followers of BoPeng |
| 21.9/25 | Track record — 22 public repos, account ~11 yr old |
Inputs used
| followers | 61 |
| owner_type | User |
| is_verified | — |
| owner_login | BoPeng |
| public_repos | 22 |
| account_age_days | 4,265 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 10 days ago |
| 20/20 | Version history — 22 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | ai-marketplace-monitor |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 10 |
Engineering Quality
Are baseline engineering and documentation practices in place?
90
Engineering practices
90Excellent
How it's scored
| 24/24 | CI workflows — 6 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 16/20 | OpenSSF Scorecard: CI-Tests — 19 out of 22 merged PRs checked by a CI test -- score normalized to 8 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://ai-marketplace-monitor.readthedocs.io/en/latest/ |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://ai-marketplace-monitor.readthedocs.io/en/latest/ |
| 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?
62
Security posture
55Moderate
How it's scored
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 3/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2/2.5 | CI-Tests — 19 out of 22 merged PRs checked by a CI test -- score normalized to 8 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 3/8 approved changesets -- score normalized to 3 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 29 commit(s) and 3 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 |
| 4.5/5 | SAST — SAST tool detected but not run on all commits |
| 2/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 79 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.5 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
Dependency advisories
89Excellent
How it's scored
| 26.6/35 | Direct dependencies free of known advisories — 1 affected: diskcache 5.6.3 (moderate) |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 37.2/40 | No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 165 days ago |
Inputs used
| source | osv |
| advisories | 2 |
| affected_packages | 1 |
| assessed_packages | 95 |
| unassessed_packages | 0 |
| affected_by_severity | moderate 1 |
| direct_affected_packages | 1 |
Matched the pypi:ai-marketplace-monitor@0.10.2 runtime dependency closure — what installing the published package pulls in — 95 packages. 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.
68
Agent context & guidance
32At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 32.5/40 | Legible commit history — 42 of 69 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.609 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
90Excellent
How it's scored
| 18/18 | One-command bootstrap — noxfile.py |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 11/11 | Static type checking — src/ai_marketplace_monitor/py.typed |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 10/10 | Demonstrated agent practice — 12 of the last 100 commits agent-authored or agent-credited |
| 8/8 | Automated maintenance — 31 of the last 100 commits are automated dependency updates |
| 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 | noxfile.py |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | src/ai_marketplace_monitor/py.typed |
| agent_commit_share | 0.12 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.31 |
How it's scored
| 27/45 | Type-checkable code — HTML with type-check config (src/ai_marketplace_monitor/py.typed) |
| 53.8/55 | Manageable file sizes — 1/45 source files over 60KB |
Inputs used
| primary_language | HTML |
| largest_source_bytes | 67,138 |
| source_files_sampled | 45 |
| oversized_source_files | 1 |
Key facts
280GitHub stars
7contributors
69commits, last 12 months
2days since last push
4releases
1bus factor
11open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 71 ⇿
0Stars
71Forks
4Releases
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 1Patch 3
Each point covers 2 days.
OpenSSF Scorecard 5.5 / 10
5.5aggregate
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).
| 9 | Binary-Artifacts | binaries present in source code |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 8 | CI-Tests | 19 out of 22 merged PRs checked by a CI test -- score normalized to 8 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 3/8 approved changesets -- score normalized to 3 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 29 commit(s) and 3 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 |
| 9 | SAST | SAST tool detected but not run on all commits |
| 4 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 79 existing vulnerabilities detected |
Direct dependencies 26
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | typer | >=0.15.1,<0.28.0 | pyproject.toml |
| PyPI | playwright | >=1.41.0 | pyproject.toml |
| PyPI | rich | >=13.7.0 | pyproject.toml |
| PyPI | pushbullet.py | >=0.12.0 | pyproject.toml |
| PyPI | diskcache | >=5.6.3 | pyproject.toml |
| PyPI | watchdog | >=4.0.0 | pyproject.toml |
| PyPI | openai | >=1.24.0 | pyproject.toml |
| PyPI | anthropic | >=0.39.0 | pyproject.toml |
| PyPI | parsedatetime | >=2.5 | pyproject.toml |
| PyPI | humanize | >=4.0.0 | pyproject.toml |
| PyPI | schedule | >=1.2.2 | pyproject.toml |
| PyPI | inflect | >=7.0.0 | pyproject.toml |
| PyPI | pillow | >=10.0.0 | pyproject.toml |
| PyPI | jinja2 | >=3.0.0 | pyproject.toml |
| PyPI | pyparsing | >=3.1.0 | pyproject.toml |
| PyPI | requests | >=2.30.0 | pyproject.toml |
| PyPI | CurrencyConverter | >=0.18.0 | pyproject.toml |
| PyPI | tomli | ==2.2.1 | pyproject.toml |
| PyPI | safety | >=3.5.2 | pyproject.toml |
| PyPI | pip-audit | >=2.9.0 | pyproject.toml |
| PyPI | python-telegram-bot | >=22.3 | pyproject.toml |
| PyPI | fastapi | >=0.110 | pyproject.toml |
| PyPI | uvicorn | >=0.27 | pyproject.toml |
| PyPI | itsdangerous | >=2.1 | pyproject.toml |
| PyPI | bcrypt | >=4.0 | pyproject.toml |
| PyPI | python-multipart | >=0.0.9 | pyproject.toml |
All dependencies 184
Full resolved dependency set from the GitHub dependency graph: 26 direct and 158 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | anthropic | 0.94.0 | direct |
| PyPI | bcrypt | 5.0.0 | direct |
| PyPI | currencyconverter | 0.18.9 | direct |
| PyPI | diskcache | 5.6.3 | direct |
| PyPI | fastapi | 0.135.3 | direct |
| PyPI | humanize | 4.12.3 | direct |
| PyPI | inflect | 7.5.0 | direct |
| PyPI | itsdangerous | 2.2.0 | direct |
| PyPI | jinja2 | 3.1.6 | direct |
| PyPI | openai | 1.98.0 | direct |
| PyPI | parsedatetime | 2.6 | direct |
| PyPI | pillow | 11.3.0 | direct |
| PyPI | pip-audit | 2.9.0 | direct |
| PyPI | playwright | 1.54.0 | direct |
| PyPI | pushbullet-py | 0.12.0 | direct |
| PyPI | pyparsing | 3.2.3 | direct |
| PyPI | python-multipart | 0.0.26 | direct |
| PyPI | python-telegram-bot | 22.3 | direct |
| PyPI | requests | 2.32.4 | direct |
| PyPI | rich | 14.1.0 | direct |
| PyPI | safety | 3.6.0 | direct |
| PyPI | schedule | 1.2.2 | direct |
| PyPI | tomli | 2.2.1 | direct |
| PyPI | typer | 0.16.0 | direct |
| PyPI | uvicorn | 0.44.0 | direct |
| PyPI | watchdog | 6.0.0 | direct |
| PyPI | accessible-pygments | 0.0.5 | indirect |
| PyPI | ai-marketplace-monitor | 0.10.0 | indirect |
| PyPI | alabaster | 1.0.0 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.9.0 | indirect |
| PyPI | authlib | 1.6.1 | indirect |
| PyPI | babel | 2.17.0 | indirect |
| PyPI | backports-asyncio-runner | 1.2.0 | indirect |
| PyPI | backports-datetime-fromisoformat | 2.0.3 | indirect |
| PyPI | backports-tarfile | 1.2.0 | indirect |
| PyPI | beautifulsoup4 | 4.13.4 | indirect |
| PyPI | black | 25.1.0 | indirect |
| PyPI | boolean-py | 5.0 | indirect |
| PyPI | build | 1.3.0 | indirect |
| PyPI | bump2version | 1.0.1 | indirect |
| PyPI | cachecontrol | 0.14.3 | indirect |
| PyPI | certifi | 2025.7.14 | indirect |
| PyPI | cffi | 1.17.1 | indirect |
| PyPI | cfgv | 3.4.0 | indirect |
| PyPI | charset-normalizer | 3.4.2 | indirect |
| PyPI | click | 8.2.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coverage | 7.10.1 | indirect |
| PyPI | cryptography | 45.0.5 | indirect |
| PyPI | cyclonedx-python-lib | 9.1.0 | indirect |
| PyPI | defusedxml | 0.7.1 | indirect |
| PyPI | distlib | 0.4.0 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | docstring-parser | 0.17.0 | indirect |
| PyPI | docutils | 0.21.2 | indirect |
| PyPI | dparse | 0.6.4 | indirect |
| PyPI | evdev | 1.9.2 | indirect |
| PyPI | exceptiongroup | 1.3.0 | indirect |
| PyPI | filelock | 3.16.1 | indirect |
| PyPI | furo | — | indirect |
| PyPI | furo | 2025.7.19 | indirect |
| PyPI | greenlet | 3.2.3 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httptools | 0.7.1 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | id | 1.5.0 | indirect |
| PyPI | identify | 2.6.12 | indirect |
| PyPI | idna | 3.10 | indirect |
| PyPI | imagesize | 1.4.1 | indirect |
| PyPI | importlib-metadata | 8.7.0 | indirect |
| PyPI | iniconfig | 2.1.0 | indirect |
| PyPI | invoke | 2.2.0 | indirect |
| PyPI | isort | 6.0.1 | indirect |
| PyPI | jaraco-classes | 3.4.0 | indirect |
| PyPI | jaraco-context | 6.0.1 | indirect |
| PyPI | jaraco-functools | 4.2.1 | indirect |
| PyPI | jeepney | 0.9.0 | indirect |
| PyPI | jiter | 0.10.0 | indirect |
| PyPI | joblib | 1.5.1 | indirect |
| PyPI | keyring | 25.6.0 | indirect |
| PyPI | license-expression | 30.4.4 | indirect |
| PyPI | linkify-it-py | — | indirect |
| PyPI | linkify-it-py | 2.0.3 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markupsafe | 3.0.2 | indirect |
| PyPI | marshmallow | 4.0.0 | indirect |
| PyPI | mdit-py-plugins | 0.4.2 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | more-itertools | 10.7.0 | indirect |
| PyPI | msgpack | 1.1.1 | indirect |
| PyPI | mypy | 1.17.1 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | myst-parser | — | indirect |
| PyPI | myst-parser | 4.0.1 | indirect |
| PyPI | nh3 | 0.3.0 | indirect |
| PyPI | nltk | 3.9.1 | indirect |
| PyPI | nodeenv | 1.9.1 | indirect |
| PyPI | packageurl-python | 0.17.2 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | pathspec | 0.12.1 | indirect |
| PyPI | pip | 25.2 | indirect |
| PyPI | pip-api | 0.0.34 | indirect |
| PyPI | pip-requirements-parser | 32.0.1 | indirect |
| PyPI | platformdirs | 4.3.8 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pre-commit | 4.2.0 | indirect |
| PyPI | psutil | 6.1.1 | indirect |
| PyPI | py-serializable | 2.1.0 | indirect |
| PyPI | pycparser | 2.22 | indirect |
| PyPI | pydantic | 2.9.2 | indirect |
| PyPI | pydantic-core | 2.23.4 | indirect |
| PyPI | pyee | 13.0.0 | indirect |
| PyPI | pygments | 2.19.2 | indirect |
| PyPI | pynput | 1.8.1 | indirect |
| PyPI | pyobjc-core | 11.1 | indirect |
| PyPI | pyobjc-framework-applicationservices | 11.1 | indirect |
| PyPI | pyobjc-framework-cocoa | 11.1 | indirect |
| PyPI | pyobjc-framework-coretext | 11.1 | indirect |
| PyPI | pyobjc-framework-quartz | 11.1 | indirect |
| PyPI | pyproject-hooks | 1.2.0 | indirect |
| PyPI | pytest | 8.4.1 | indirect |
| PyPI | pytest-asyncio | 1.1.0 | indirect |
| PyPI | pytest-base-url | 2.1.0 | indirect |
| PyPI | pytest-cov | 6.2.1 | indirect |
| PyPI | pytest-playwright | 0.7.0 | indirect |
| PyPI | python-dotenv | 1.2.2 | indirect |
| PyPI | python-magic | 0.4.27 | indirect |
| PyPI | python-slugify | 8.0.4 | indirect |
| PyPI | python-xlib | 0.33 | indirect |
| PyPI | pywin32-ctypes | 0.2.3 | indirect |
| PyPI | pyyaml | 6.0.2 | indirect |
| PyPI | readme-renderer | 44.0 | indirect |
| PyPI | regex | 2025.7.34 | indirect |
| PyPI | requests-toolbelt | 1.0.0 | indirect |
| PyPI | rfc3986 | 2.0.0 | indirect |
| PyPI | roman-numerals-py | 3.1.0 | indirect |
| PyPI | ruamel-yaml | 0.18.14 | indirect |
| PyPI | ruamel-yaml-clib | 0.2.12 | indirect |
| PyPI | ruff | 0.12.7 | indirect |
| PyPI | safety-schemas | 0.0.14 | indirect |
| PyPI | secretstorage | 3.3.3 | indirect |
| PyPI | setuptools | 80.9.0 | indirect |
| PyPI | shellingham | 1.5.4 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | snowballstemmer | 3.0.1 | indirect |
| PyPI | sortedcontainers | 2.4.0 | indirect |
| PyPI | soupsieve | 2.7 | indirect |
| PyPI | sphinx | — | indirect |
| PyPI | sphinx | 8.1.3 | indirect |
| PyPI | sphinx | 8.2.3 | indirect |
| PyPI | sphinx-basic-ng | 1.0.0b2 | indirect |
| PyPI | sphinx-copybutton | — | indirect |
| PyPI | sphinx-copybutton | 0.5.2 | indirect |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirect |
| PyPI | sphinxext-opengraph | — | indirect |
| PyPI | sphinxext-opengraph | 0.12.0 | indirect |
| PyPI | starlette | 1.0.0 | indirect |
| PyPI | tenacity | 9.1.2 | indirect |
| PyPI | text-unidecode | 1.3 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | tomlkit | 0.13.3 | indirect |
| PyPI | tqdm | 4.67.1 | indirect |
| PyPI | twine | 6.1.0 | indirect |
| PyPI | typeguard | 4.4.4 | indirect |
| PyPI | typing-extensions | 4.14.1 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | uc-micro-py | 1.0.3 | indirect |
| PyPI | urllib3 | 2.5.0 | indirect |
| PyPI | uvloop | 0.22.1 | indirect |
| PyPI | virtualenv | 20.32.0 | indirect |
| PyPI | watchfiles | 1.1.1 | indirect |
| PyPI | websocket-client | 1.8.0 | indirect |
| PyPI | websockets | 16.0 | indirect |
| PyPI | xdoctest | 1.2.0 | indirect |
| PyPI | zipp | 3.23.0 | indirect |
Dependency advisories 1
Installing pypi:ai-marketplace-monitor@0.10.2 pulls in 95 packages, direct and transitive: 1 carry known advisories, of which 1 are direct dependencies.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| diskcache | 5.6.3 | direct | moderate | 2 | — |
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
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 5037,
"has_wiki": true,
"homepage": "https://ai-marketplace-monitor.readthedocs.io/en/latest/",
"languages": {
"CSS": 17265,
"HTML": 13691514,
"Jinja": 9136,
"Python": 393616,
"Dockerfile": 2542,
"JavaScript": 67138
},
"pushed_at": "2026-07-24T15:53:31Z",
"created_at": "2025-01-20T15:42:42Z",
"owner_type": "User",
"updated_at": "2026-07-27T04:06:26Z",
"description": "Monitor facebook marketplace with AI",
"is_archived": false,
"is_disabled": false,
"license_spdx": "AGPL-3.0",
"default_branch": "main",
"license_spdx_raw": "AGPL-3.0",
"primary_language": "HTML",
"significant_languages": [
"HTML"
]
},
"owner": {
"blog": "http://bioworkflows.com",
"name": "Bo",
"type": "User",
"login": "BoPeng",
"company": "Baylor College of Medicine",
"location": "Houston, TX, USA",
"followers": 61,
"avatar_url": "https://avatars.githubusercontent.com/u/9889312?v=4",
"created_at": "2014-11-21T20:13:47Z",
"is_verified": null,
"public_repos": 22,
"account_age_days": 4265
},
"license": {
"state": "standard",
"spdx_id": "AGPL-3.0",
"raw_spdx": "AGPL-3.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.10.2",
"kind": "patch",
"published_at": "2026-07-17T05:27:37Z"
},
{
"tag": "v0.10.1",
"kind": "patch",
"published_at": "2026-04-12T18:25:20Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-04-12T14:28:35Z"
},
{
"tag": "v0.9.12",
"kind": "patch",
"published_at": "2026-03-26T05:32:53Z"
}
],
"recent_commits": [
{
"oid": "16394b3e2a8c232f6d78a942fb85237f4e193a85",
"body": "chore: release 0.10.2",
"is_bot": false,
"headline": "Merge pull request #342 from BoPeng/release/0.10.2",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T05:23:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2edddac6f121b0267d93a7b5c0ca2cb7b5a6d2f7",
"body": "Roll the [Unreleased] entries (sort_by #323, Web UI Export CSV #334) into\nthe [0.10.2] section and date it. 0.10.2 was bumped in pyproject earlier\nbut never tagged/published (PyPI latest was 0.10.1), so this becomes the\nnext release covering everything since 0.10.1.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: finalize CHANGELOG for 0.10.2 release",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2026-07-17T05:19:19Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "2380e01ebb4dbd784843052786bf2646f7f7a971",
"body": "* docs: design spec for Web UI found-items CSV export (#334)\n\nBrainstormed design for an \"Export CSV\" button that downloads the\nmatched/notified listings (link, price, rating, etc.) by reading and\njoining the existing diskcache. No scraping, no new storage.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@\n[…]\nmula-injection sanitization and two-pass exclusion of\nun-notified listings.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: Web UI Export CSV of found items (#334) (#341)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T05:12:58Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7687f0802ce1e181b693d6d33a6fa7c55d54241d",
"body": "* feat: add sort_by option for Facebook search results (#323)\n\nAdd a `sort_by` option that maps to Facebook Marketplace's `sortBy`\nquery parameter, letting users order results by newest first, price,\nor distance instead of the default \"suggested\" ranking. This enables\nmonitoring of newly listed item\n[…]\nan expected-type map;\nadd the new sort_by option (str | None) so it passes.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add sort_by option for Facebook search results (#323) (#340)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T01:57:25Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "3d78cc80950f9c969cf18dd6f08a10d7a8bc5451",
"body": "Update sphinx requirement from >=8.1.3 to >=9.1.0 in /docs",
"is_bot": false,
"headline": "Merge pull request #317 from BoPeng/dependabot/pip/docs/sphinx-gte-9.1.0",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T01:20:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9054be568b81c6b713c8b85d13baefc80f1ed9dc",
"body": "…ngraph-gte-0.13.0\n\nUpdate sphinxext-opengraph requirement from >=0.9.0 to >=0.13.0 in /docs",
"is_bot": false,
"headline": "Merge pull request #319 from BoPeng/dependabot/pip/docs/sphinxext-ope…",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T01:20:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b757988c632dcca77ae15d5c9a1aa7fe8be8ea8",
"body": "…build-push-action-7\n\nBump docker/build-push-action from 6 to 7",
"is_bot": false,
"headline": "Merge pull request #327 from BoPeng/dependabot/github_actions/docker/…",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T01:20:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb72cc11f44551ce7af7ba93f4fad38a48581eac",
"body": "…metadata-action-6\n\nBump docker/metadata-action from 5 to 6",
"is_bot": false,
"headline": "Merge pull request #328 from BoPeng/dependabot/github_actions/docker/…",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T01:20:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f05ffbb71dc7d767e977e355c34511285c346bb",
"body": "…setup-qemu-action-4\n\nBump docker/setup-qemu-action from 3 to 4",
"is_bot": false,
"headline": "Merge pull request #329 from BoPeng/dependabot/github_actions/docker/…",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T01:20:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4437a755f9fd965c5f4510de95731eb7b7882cba",
"body": "…/checkout-6\n\nBump actions/checkout from 4 to 6",
"is_bot": false,
"headline": "Merge pull request #330 from BoPeng/dependabot/github_actions/actions…",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T01:20:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca9d43f9a26a23d4b50988f37dedd776e68cea9a",
"body": "…setup-buildx-action-4\n\nBump docker/setup-buildx-action from 3 to 4",
"is_bot": false,
"headline": "Merge pull request #331 from BoPeng/dependabot/github_actions/docker/…",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-07-17T01:20:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b01be82acfee622b5130a99c45e64719a83dfbf2",
"body": "…#336)\n\nFacebook removed the <button name=\"login\"> element from their login page.\nThe login form now uses <div> elements for the \"Log in\" button, which means\nwaiting for button[name=\"login\"] always times out.\n\nFix: after typing credentials, press Enter to submit the form instead.\nThe form has id=\"login_form\" and handles submit events correctly via keyboard.\n\nCo-authored-by: josharmour <1240306+josharmour@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix Facebook login: use Enter key instead of broken button selector (…",
"author_name": "josharmour",
"author_login": "josharmour",
"committed_at": "2026-07-17T01:20:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4502b6274a8e3444beebd10583c1f5600fafa80f",
"body": "Updates the requirements on [myst-parser](https://github.com/executablebooks/MyST-Parser) to permit the latest version.\n- [Release notes](https://github.com/executablebooks/MyST-Parser/releases)\n- [Changelog](https://github.com/executablebooks/MyST-Parser/blob/master/CHANGELOG.md)\n- [Commits](https:\n[…]\nendency-version: 5.1.0\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Update myst-parser requirement from >=3.0.0 to >=5.1.0 in /docs (#332)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-17T01:18:31Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6d79f2c44a44320fce1c397d44f481018a8df75b",
"body": "…startup with FastAPI >= 0.139 (#337)\n\nFacebook changed the Marketplace listing page to render the Details\nsection (condition, description, location) in nested span/div structures\ninstead of ul/li lists, causing all existing page parsers to fail with\n'Failed to get item details' for every listing (#\n[…]\nl=None, as\nnewer FastAPI versions refuse to build a response model from the\nDict | JSONResponse return annotation and the web UI fails to start.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add FacebookFlexItemPage for new span/div listing layout; fix web UI …",
"author_name": "Cameron",
"author_login": "BlackIsBlack",
"committed_at": "2026-07-17T01:17:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "18060590496ce4bb0572598a4dace56cdb6b757b",
"body": "Add a GeminiBackend that uses Google's OpenAI-compatible endpoint\n(https://generativelanguage.googleapis.com/v1beta/openai/) with\ngemini-2.5-flash as the default model, registered as [ai.gemini] /\nprovider = 'Gemini'. Document the new provider in the READMEs.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add Google Gemini AI backend (#338)",
"author_name": "Cameron",
"author_login": "BlackIsBlack",
"committed_at": "2026-07-17T01:17:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "11b26d55641f534d4560ee4d0e865b5c59624acc",
"body": "…339)\n\nUpdates the requirements on [typer](https://github.com/fastapi/typer) to permit the latest version.\n- [Release notes](https://github.com/fastapi/typer/releases)\n- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)\n- [Commits](https://github.com/fastapi/typer/compa\n[…]\nndency-version: 0.27.0\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Update typer requirement from <0.26.0,>=0.15.1 to >=0.15.1,<0.28.0 (#…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-17T01:16:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c4f9da45c1a366c7807e1b5cde89a39cd90f2404",
"body": "Bumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 3 to 4.\n- [Release notes](https://github.com/docker/setup-buildx-action/releases)\n- [Commits](https://github.com/docker/setup-buildx-action/compare/v3...v4)\n\n---\nupdated-dependencies:\n- dependency-name: docker/setup-buildx-action\n dependency-version: '4'\n dependency-type: direct:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump docker/setup-buildx-action from 3 to 4",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-19T01:26:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba63175d51a39e57f036a8655482c9f2d2ebd467",
"body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 6.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v4...v6)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n dependency-version: '6'\n dependency-type: direct:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump actions/checkout from 4 to 6",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-19T01:26:01Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "908b459d8a70fd26c5028e1e802bba495fcdad52",
"body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 3 to 4.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/v3...v4)\n\n---\nupdated-dependencies:\n- dependency-name: docker/setup-qemu-action\n dependency-version: '4'\n dependency-type: direct:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump docker/setup-qemu-action from 3 to 4",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-19T01:25:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2bb7ab67f9a9c14585ac950b5198c890687dc60d",
"body": "Bumps [docker/metadata-action](https://github.com/docker/metadata-action) from 5 to 6.\n- [Release notes](https://github.com/docker/metadata-action/releases)\n- [Commits](https://github.com/docker/metadata-action/compare/v5...v6)\n\n---\nupdated-dependencies:\n- dependency-name: docker/metadata-action\n dependency-version: '6'\n dependency-type: direct:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump docker/metadata-action from 5 to 6",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-19T01:25:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d00e8b25e82950b9674eed419ce30e784c9a389",
"body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 6 to 7.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: docker/build-push-action\n dependency-version: '7'\n dependency-type: direct:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump docker/build-push-action from 6 to 7",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-19T01:25:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "69b214d4578fbe08a3827013f4c5e3cd00c2b0c0",
"body": null,
"is_bot": false,
"headline": "Add Docker image with embedded noVNC browser view (#310) (#325)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-05-16T13:21:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24c17aee1e74590503ceda029983abc03a77f6aa",
"body": "Updates the requirements on [sphinxext-opengraph](https://github.com/sphinx-doc/sphinxext-opengraph) to permit the latest version.\n- [Release notes](https://github.com/sphinx-doc/sphinxext-opengraph/releases)\n- [Commits](https://github.com/sphinx-doc/sphinxext-opengraph/compare/v0.9.0...v0.13.0)\n\n---\nupdated-dependencies:\n- dependency-name: sphinxext-opengraph\n dependency-version: 0.13.0\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Update sphinxext-opengraph requirement from >=0.9.0 to >=0.13.0 in /docs",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-16T06:36:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "746e995c3f089fc66e8a8b2cb70ab2e0baf2f235",
"body": "Updates the requirements on [sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest version.\n- [Release notes](https://github.com/sphinx-doc/sphinx/releases)\n- [Changelog](https://github.com/sphinx-doc/sphinx/blob/master/CHANGES.rst)\n- [Commits](https://github.com/sphinx-doc/sphinx/compare/v8.1.3...v9.1.0)\n\n---\nupdated-dependencies:\n- dependency-name: sphinx\n dependency-version: 9.1.0\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Update sphinx requirement from >=8.1.3 to >=9.1.0 in /docs",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-16T06:36:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c6225a4015d270c8765fc4154fd4a80681b0ecf1",
"body": "…322)\n\nUpdates the requirements on [typer](https://github.com/fastapi/typer) to permit the latest version.\n- [Release notes](https://github.com/fastapi/typer/releases)\n- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)\n- [Commits](https://github.com/fastapi/typer/compa\n[…]\nndency-version: 0.25.0\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Update typer requirement from <0.25.0,>=0.15.1 to >=0.15.1,<0.26.0 (#…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-16T06:32:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "250249a87e9d957a7e3632979af81c16d921ef40",
"body": "Updates the requirements on [linkify-it-py](https://github.com/tsutsu3/linkify-it-py) to permit the latest version.\n- [Release notes](https://github.com/tsutsu3/linkify-it-py/releases)\n- [Changelog](https://github.com/tsutsu3/linkify-it-py/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/tsuts\n[…]\nendency-version: 2.1.0\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Update linkify-it-py requirement from >=2.0.0 to >=2.1.0 in /docs (#318)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-16T06:32:52Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b110ca5b7da8c4d666dbc43717bb9dbe4cfc7357",
"body": "Updates the requirements on [furo](https://github.com/pradyunsg/furo) to permit the latest version.\n- [Release notes](https://github.com/pradyunsg/furo/releases)\n- [Changelog](https://github.com/pradyunsg/furo/blob/main/docs/changelog.md)\n- [Commits](https://github.com/pradyunsg/furo/compare/2024.01\n[…]\ncy-version: 2025.12.19\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Update furo requirement from >=2024.1.29 to >=2025.12.19 in /docs (#316)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-16T06:32:48Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ed5b6b88bc5188d25708cc3b3b07920d8c4736a2",
"body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 7.0.0 to 7.0.1.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/v7.0.0...v7.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: action\n[…]\nirect:production\n update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump actions/upload-artifact from 7.0.0 to 7.0.1 (#313)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-16T06:32:45Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2cc92c0eb6aa69a54bc004ed4755103790592c25",
"body": "Bumps [peter-evans/create-pull-request](https://github.com/peter-evans/create-pull-request) from 7.0.8 to 8.1.1.\n- [Release notes](https://github.com/peter-evans/create-pull-request/releases)\n- [Commits](https://github.com/peter-evans/create-pull-request/compare/v7.0.8...v8.1.1)\n\n---\nupdated-depende\n[…]\nirect:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump peter-evans/create-pull-request from 7.0.8 to 8.1.1 (#312)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-16T06:32:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f0316d30f9ee8c7cc16db2f538f29332f5d76b55",
"body": null,
"is_bot": false,
"headline": "Fix WebUI startup failure on older FastAPI versions (#315)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-04-14T01:47:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5487b229d069f2956db57b232b8c3940e15cff00",
"body": null,
"is_bot": false,
"headline": "Fix stale runtime version reporting (#314)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-04-14T01:27:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "999542a43f15977714cc8d71a6f888bc08524046",
"body": "Closes #302",
"is_bot": false,
"headline": "Add Python 3.10+ requirement note to Quick Start section (#311)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-04-13T14:18:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "03036665dba1a989c8af52f07b8d25b56a01c021",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix broken WEBUI.md link in README (case mismatch)",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2026-04-12T18:40:05Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4c593ff4d530b4439a4e538c01f7d7c491944e6a",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Bump version to 0.10.1",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2026-04-12T18:25:07Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f1be81df46d968c648669d542f840c9bef518fb6",
"body": null,
"is_bot": false,
"headline": "Add embedded web UI for config editing and live monitoring (#305)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-04-12T18:23:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "58a753de89fb3b7d2bc42ec3344ede193da21cf0",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Bump version to 0.10.0",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2026-04-12T14:24:40Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "fcf94083d88f226e0bd4bdae71af993eee1c14d7",
"body": "… (#308)",
"is_bot": false,
"headline": "Support FACEBOOK_USERNAME and FACEBOOK_PASSWORD environment variables…",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-04-12T14:22:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "527e04e807cb37c466eb848fe80781083133f434",
"body": "Replace token-based authentication with OpenID Connect trusted\npublisher. This eliminates the need for PYPI_TOKEN and TEST_PYPI_TOKEN\nsecrets — the id-token: write permission handles auth via OIDC.\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Switch release workflow to PyPI trusted publisher (OIDC) (#307)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-04-12T14:14:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "9a9930b340b5d22b06ff80808ad41e8a95600e1e",
"body": null,
"is_bot": false,
"headline": "Add Anthropic/Claude as AI backend provider (#306)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-04-12T14:05:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f4b51862c61e652bf954dadc37f58ba41ae63cd",
"body": "* feat: add configurable rate limiting framework for notifications\n\nImplement comprehensive rate limiting infrastructure for all notification\ntypes, resolving GitHub issue #235. This adds a flexible, opt-in rate\nlimiting system that prevents API violations while maintaining backward\ncompatibility.\n\n\n[…]\n it).\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Adam Wallis <adam@byte.fit>\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add configurable rate limiting framework for notifications (#301)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-04-12T03:35:15Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "1a6593f2d42f0100cfd9782ad65817c35e223f12",
"body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Bump version to 0.9.12",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2026-03-26T05:30:56Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "499b47605c2d769cf27f639c913611eb23ef3027",
"body": "* Fix 30s timeout delay in get_seller for anonymous mode (#289)\n\nAdd explicit 3s timeout to seller link text_content() call to avoid\nPlaywright's default 30s timeout when seller data is not present\n(e.g. when browsing Facebook Marketplace without logging in).\n\nCo-Authored-By: Claude Opus 4.6 (1M con\n[…]\nxists when\ntriggered by a release creation event.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix 30s timeout delay in get_seller for anonymous mode (#300)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-03-26T05:30:17Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "5f324a2af87a41f822aa940a1284b98a3def0c82",
"body": null,
"is_bot": false,
"headline": "skip security test (#299)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2026-03-23T23:22:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5c4a79e96bbf938a5807cb3755c52256fc38ec77",
"body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4.6.1 to 7.0.0.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/v4.6.1...v7.0.0)\n\n---\nupdated-dependencies:\n- dependency-name: action\n[…]\nirect:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump actions/upload-artifact from 4.6.1 to 7.0.0 (#293)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-23T23:04:21Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2395769b6b4aefd8a139dbe2abf522921cbbe7f6",
"body": "Updates the requirements on [ruff](https://github.com/astral-sh/ruff) to permit the latest version.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.9.2...0.15\n[…]\ndency-version: 0.15.7\n dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Update ruff requirement from <0.14.0,>=0.9.2 to >=0.9.2,<0.16.0 (#294)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-23T23:04:01Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "37f7a953e0360940faa33c204ee6607b16a43b6f",
"body": "…295)\n\nUpdates the requirements on [typer](https://github.com/fastapi/typer) to permit the latest version.\n- [Release notes](https://github.com/fastapi/typer/releases)\n- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)\n- [Commits](https://github.com/fastapi/typer/compa\n[…]\nuction\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Bo <BoPeng@users.noreply.github.com>",
"is_bot": true,
"headline": "Update typer requirement from <0.18.0,>=0.15.1 to >=0.15.1,<0.25.0 (#…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-23T23:02:59Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "69344016f1008193023798e5df35981285cf9908",
"body": "Updates the requirements on [black](https://github.com/psf/black) to permit the latest version.\n- [Release notes](https://github.com/psf/black/releases)\n- [Changelog](https://github.com/psf/black/blob/main/CHANGES.md)\n- [Commits](https://github.com/psf/black/compare/24.10.0...26.3.1)\n\n---\nupdated-de\n[…]\ndency-version: 26.3.1\n dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Update black requirement from <26.0,>=24.10 to >=24.10,<27.0 (#297)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-23T23:02:25Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b0cb9287847552f623a05e0f1cbf3ea4e8969eb5",
"body": null,
"is_bot": false,
"headline": "Specify units on ollama timeout config (#298)",
"author_name": "Jonathan Owens",
"author_login": "intjonathan",
"committed_at": "2026-03-23T22:53:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "020af90fd4df095f644bd653d01ac058d6e385fb",
"body": null,
"is_bot": false,
"headline": "Vehicle description fixes (#290)",
"author_name": "Jonathan Owens",
"author_login": "intjonathan",
"committed_at": "2026-03-21T05:20:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cc84084c0adb75e3ad96906f303688922e420082",
"body": null,
"is_bot": false,
"headline": "Fix minor docs inaccuracies (#288)",
"author_name": "Jonathan Owens",
"author_login": "intjonathan",
"committed_at": "2026-03-21T01:58:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "236a2c719a3c11ef4eb9fad534f6892dea27e266",
"body": null,
"is_bot": false,
"headline": "Allow different browsers",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-11-04T05:16:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3959a275c2b6d0827f851732f68906f1eac85c9",
"body": null,
"is_bot": false,
"headline": "release ai-marketplace-monitor 0.9.10",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-09-18T04:31:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9669af623c44e71046e069bd04d949eefa60bfb3",
"body": null,
"is_bot": false,
"headline": "check search_city (#264)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2025-09-18T03:54:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "374ac926c84e798dd814b9ba663b8153edca8e7b",
"body": "Updates the requirements on [ruff](https://github.com/astral-sh/ruff) to permit the latest version.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.9.2...0.13\n[…]\nndency-version: 0.13.0\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Update ruff requirement from <0.13.0,>=0.9.2 to >=0.9.2,<0.14.0 (#261)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-09-17T13:59:18Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e878314414af74d6853fb6c25b1445548b21f9dd",
"body": "…262)\n\nUpdates the requirements on [typer](https://github.com/fastapi/typer) to permit the latest version.\n- [Release notes](https://github.com/fastapi/typer/releases)\n- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)\n- [Commits](https://github.com/fastapi/typer/compa\n[…]\nuction\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Bo <BoPeng@users.noreply.github.com>",
"is_bot": true,
"headline": "Update typer requirement from <0.17.0,>=0.15.1 to >=0.15.1,<0.18.0 (#…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-09-17T13:59:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9bb9d0b9443ba7be84b0d2ad68f376170fe5c6e4",
"body": "* Make keyboard monitoring optional (#259)\n\n* release version 0.9.9",
"is_bot": false,
"headline": "Make keyboard monitoring optional (#259) (#260)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2025-09-17T13:58:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5cd86e70684baa5cb058aef22fa878ab28cc8f99",
"body": null,
"is_bot": false,
"headline": "automate release process",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-08-10T02:23:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "732bb69db04fc4c3d53d71e6f31a597c86fb0d75",
"body": null,
"is_bot": false,
"headline": "release version 0.9.8",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-08-10T01:45:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47a101305908a4ac6e7c8b6a9f96fac1442e0b60",
"body": null,
"is_bot": false,
"headline": "Update documentation for translation",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-08-10T01:39:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "000e3f403cc4419871237213b3a2ff888724393c",
"body": null,
"is_bot": false,
"headline": "release version 0.9.7",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-08-10T01:28:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb8763226f2ce768ffe201a971d86edfff00259f",
"body": "* Fix premature keyword filtering in Facebook marketplace scraping\n\nAddresses a critical bug where listings were incorrectly rejected during\nkeyword filtering before their descriptions had been extracted from\nFacebook's detail pages.\n\n## Problem\n\nThe dual-check workflow was failing:\n1. First check_l\n[…]\nedback\n\n- Remove redundant description_available=True parameter (uses default)\n- Move self.logger check to outer if condition to avoid nested checks\n\nThese changes improve code clarity and efficiency.",
"is_bot": false,
"headline": "Fix premature keyword filtering in Facebook marketplace scraping (#248)",
"author_name": "adawalli",
"author_login": "adawalli",
"committed_at": "2025-08-10T01:28:14Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ce75502160d43da21292e9d290dfd0739a5bce4f",
"body": null,
"is_bot": false,
"headline": "fix a link",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-08-08T16:13:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b691d310f823989b0ee492ba936be7dfaf79260",
"body": "* update installation instruction\n\n* reneame configuration guide to configuration reference\n\n* update docs",
"is_bot": false,
"headline": "Update to docs (#246)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2025-08-08T16:04:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c2be169fc903ee2e51959022c076a3441f087e4",
"body": "* move docs to readthedocs",
"is_bot": false,
"headline": "Read the docs (#245)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2025-08-08T15:34:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07642d8fdbaa85fcc2aca162e96b9c98908791b6",
"body": null,
"is_bot": false,
"headline": "Install instructions for linux (#233)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2025-08-08T14:25:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2295bcc69681fec1094ad9af49c322240afbbcc8",
"body": "* feat: add comprehensive Telegram notification support\n\nAdd complete Telegram bot integration for AI Marketplace Monitor notifications:\n\n- Implement TelegramNotificationConfig with bot token and chat ID authentication\n- Add MarkdownV2 message formatting with proper escaping for Telegram\n- Implement\n[…]\n logic to\na single line while maintaining identical functionality.\n\n- Use textwrap.wrap() with break_long_words=False\n- Maintains word boundary splitting behavior\n- All existing tests continue to pass",
"is_bot": false,
"headline": "feat: add comprehensive Telegram notification support (#231)",
"author_name": "adawalli",
"author_login": "adawalli",
"committed_at": "2025-08-05T00:40:55Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "941d11c1a570f9f28261096938d0ed173bf5088c",
"body": "Addresses GitHub issue #240 by adding proper application identification\nwhen using OpenRouter API. This ensures the application appears as\n\"AI Marketplace Monitor\" in OpenRouter's dashboard instead of \"Unknown\"\nand provides a direct link to the GitHub repository.\n\n- Added X-Title header with application name\n- Added HTTP-Referer header with repository URL\n- Follows OpenRouter's recommended identification practices",
"is_bot": false,
"headline": "Add OpenRouter user agent identification headers (#241)",
"author_name": "adawalli",
"author_login": "adawalli",
"committed_at": "2025-08-04T01:59:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8a7d0453daec09ba27682d5628084372a534dbf",
"body": "Add proper newline spacing before \"AI:\" messages in all notification formats:\n- Plain text: Add \\n before \"AI:\"\n- Markdown: Add \\n before \"**AI**:\"\n- HTML: Add <br> before \"<b>AI</b>:\"\n- Email text: Add \\n before \"AI:\"\n\nThis improves readability by separating AI comments from listing details\nwith appropriate whitespace in all notification channels.",
"is_bot": false,
"headline": "Fix newline spacing around AI messages in notifications (#236)",
"author_name": "adawalli",
"author_login": "adawalli",
"committed_at": "2025-08-03T20:11:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8ebe1602bc6dffaf832cc8c5f73bc618e541fc87",
"body": "…n (#229)\n\n- Add monitor_config: dict to key_types dictionary in test_config function\n- Resolves KeyError: 'monitor_config' that was causing 9 test failures\n- All CLI config tests now pass (65 passed, 1 skipped)",
"is_bot": false,
"headline": "Fix CLI test failures by adding missing monitor_config type validatio…",
"author_name": "adawalli",
"author_login": "adawalli",
"committed_at": "2025-08-01T02:40:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3c5a4fb427776bdaaf1be596bf60e5eb69922985",
"body": null,
"is_bot": false,
"headline": "Merge branch 'uv'",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-27T01:44:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5510ca459bc2675fbc8b2f01b7b67c3052ec8927",
"body": null,
"is_bot": false,
"headline": "rotating vpn #157",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-27T01:42:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "978e40e0bbadc15434d8e9ce57bf88a838cdcf40",
"body": null,
"is_bot": false,
"headline": "Release of version 0.9.6",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-27T01:40:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b6408b02b2ff40b2f829ce294d0dc35b9f64460",
"body": "* Switch from poetry to uv\n* Suppress an info message (close #204)\n* Fix end of line for markdown files",
"is_bot": false,
"headline": "Switch from poetry to uv (#203)",
"author_name": "Bo",
"author_login": "BoPeng",
"committed_at": "2025-07-26T04:40:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a153d3fa6278e657ba8665d59f0b424af86331b",
"body": null,
"is_bot": false,
"headline": "revert rotating vpn patch",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T04:26:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92892ce6c4f9fd3a2ec01e8a1bcb6e3178aa2353",
"body": null,
"is_bot": false,
"headline": "fix tests",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T03:51:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44c415b90aaf2822747a0a36db1e2358c5eb9302",
"body": null,
"is_bot": false,
"headline": "fix tests",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T03:37:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "76721ea45952ad5c76e10b2451cc7d73db38fda6",
"body": null,
"is_bot": false,
"headline": "Fix tests",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T03:26:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0360daa1d423299f81331020ef2bb22bafd92faa",
"body": null,
"is_bot": false,
"headline": "fix mypy",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T03:19:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d90a47ff035d58d22f811ac273c3a8ed30674921",
"body": null,
"is_bot": false,
"headline": "Fix end of line for markdown files",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T03:09:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc1597990eed0a5e76d9bd486f533b8e817ae721",
"body": null,
"is_bot": false,
"headline": "Suppress an info message (close #204)",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T03:00:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e27eeaa41454835627d72b30cc1a544646919d8",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' into uv",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T02:57:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "66228b39529cd46946ecfa8afd00ea1052af38d8",
"body": null,
"is_bot": false,
"headline": "rotating vpn #157",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T02:56:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "80eb8bb86ece0bffd64a36dae2637765427ea153",
"body": null,
"is_bot": false,
"headline": "Fix across-region search",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T02:53:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bc6970fbf57cfa1693c1cd7be8a1c5931e83623d",
"body": null,
"is_bot": false,
"headline": "add sv translation",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-26T02:05:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8103fa4ab2ee63af48c90144a6185907b9f49a00",
"body": "Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.9.1 to 7.9.2.\n- [Release notes](https://github.com/nedbat/coveragepy/releases)\n- [Changelog](https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst)\n- [Commits](https://github.com/nedbat/coveragepy/compare/7.9.1...7.9.2)\n\n---\nupdate\n[…]\n-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Bo <BoPeng@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump coverage from 7.9.1 to 7.9.2 (#205)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-07-10T05:27:32Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "253ff97a4560fb9277c2a3b569dc58aece2f872f",
"body": "Bumps [openai](https://github.com/openai/openai-python) from 1.91.0 to 1.93.3.\n- [Release notes](https://github.com/openai/openai-python/releases)\n- [Changelog](https://github.com/openai/openai-python/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/openai/openai-python/compare/v1.91.0...v1.93\n[…]\nirect:production\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump openai from 1.91.0 to 1.93.3 (#208)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-07-10T05:27:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "1c8dda28ff575e822eb27cac44763073c90f0dbc",
"body": "Bumps [safety](https://github.com/pyupio/safety) from 3.5.2 to 3.6.0.\n- [Release notes](https://github.com/pyupio/safety/releases)\n- [Changelog](https://github.com/pyupio/safety/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/pyupio/safety/compare/3.5.2...3.6.0)\n\n---\nupdated-dependencies:\n- d\n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump safety from 3.5.2 to 3.6.0 (#209)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-07-10T05:26:20Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "69f4eaa0fdf8d11ff40904bd83d2c7ae82b6f640",
"body": null,
"is_bot": false,
"headline": "add README for migration",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-06T04:29:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08d8071c586cb5f53aa587173191a0bf0d5b62eb",
"body": null,
"is_bot": false,
"headline": "remove more poetry stuf",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-06T04:11:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a7fde85b76915b0cfff78390173a6e371961d78",
"body": null,
"is_bot": false,
"headline": "More changes",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-06T03:40:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fde09092afb50295d3d3bfccec5888cdbafd64f1",
"body": null,
"is_bot": false,
"headline": "Switch from poetry to uv",
"author_name": "Bo Peng",
"author_login": "BoPeng",
"committed_at": "2025-07-06T03:31:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dcc3a97be51c0641df55a7fab3a53144809f24a9",
"body": "Co-authored-by: Bo <BoPeng@users.noreply.github.com>",
"is_bot": false,
"headline": "fix removal of cookie prompt (#201)",
"author_name": "Brad",
"author_login": "Bradzie",
"committed_at": "2025-07-05T20:20:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4662be88ad347b7ec4358d4fd6dfac012bba177",
"body": "Bumps [playwright](https://github.com/microsoft/playwright-python) from 1.52.0 to 1.53.0.\n- [Release notes](https://github.com/microsoft/playwright-python/releases)\n- [Commits](https://github.com/microsoft/playwright-python/compare/v1.52.0...v1.53.0)\n\n---\nupdated-dependencies:\n- dependency-name: pla\n[…]\nirect:production\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump playwright from 1.52.0 to 1.53.0 (#194)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-07-04T23:49:33Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c5013c1f1f59aa3802d92ac9d1af0529cf7a5c52",
"body": "Bumps [pytest-cov](https://github.com/pytest-dev/pytest-cov) from 6.1.1 to 6.2.1.\n- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest-cov/compare/v6.1.1...v6.2.1)\n\n---\nupdated-dependencies:\n- dependency-name: pytest-cov\n \n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump pytest-cov from 6.1.1 to 6.2.1 (#192)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-06-26T02:48:14Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ba7fad4da2620c78cdfdc75a7872de20e846e5c7",
"body": "Bumps [mypy](https://github.com/python/mypy) from 1.15.0 to 1.16.1.\n- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/python/mypy/compare/v1.15.0...v1.16.1)\n\n---\nupdated-dependencies:\n- dependency-name: mypy\n dependency-version: 1.16.1\n dependenc\n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump mypy from 1.15.0 to 1.16.1 (#188)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-06-26T02:47:57Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e16d6059a6ed75ef3a2603bbe74b99aa4155adba",
"body": "Bumps [safety](https://github.com/pyupio/safety) from 3.3.1 to 3.5.2.\n- [Release notes](https://github.com/pyupio/safety/releases)\n- [Changelog](https://github.com/pyupio/safety/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/pyupio/safety/compare/3.3.1...3.5.2)\n\n---\nupdated-dependencies:\n- d\n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump safety from 3.3.1 to 3.5.2 (#190)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-06-26T02:47:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "1304800a5e9112a616effc3a8a56276ac2a0435f",
"body": "Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.8.2 to 7.9.1.\n- [Release notes](https://github.com/nedbat/coveragepy/releases)\n- [Changelog](https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst)\n- [Commits](https://github.com/nedbat/coveragepy/compare/7.8.2...7.9.1)\n\n---\nupdate\n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump coverage from 7.8.2 to 7.9.1 (#191)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-06-26T02:47:31Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0c6f22fd9c0f156f95a90c7eb832fa10667f2ce8",
"body": "Bumps [openai](https://github.com/openai/openai-python) from 1.88.0 to 1.91.0.\n- [Release notes](https://github.com/openai/openai-python/releases)\n- [Changelog](https://github.com/openai/openai-python/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/openai/openai-python/compare/v1.88.0...v1.91\n[…]\nirect:production\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump openai from 1.88.0 to 1.91.0 (#193)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-06-26T02:47:19Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "fd51ccf4242459a28246c6830c94e2ab266302ff",
"body": "Bumps [currencyconverter](https://github.com/alexprengere/currencyconverter) from 0.18.6 to 0.18.7.\n- [Commits](https://github.com/alexprengere/currencyconverter/compare/v0.18.6...v0.18.7)\n\n---\nupdated-dependencies:\n- dependency-name: currencyconverter\n dependency-version: 0.18.7\n dependency-type:\n[…]\nirect:production\n update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump currencyconverter from 0.18.6 to 0.18.7 (#179)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-06-22T21:35:17Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "76155905f87bdc00ab28aff61fbdf7208e98e210",
"body": "Bumps [requests](https://github.com/psf/requests) from 2.32.3 to 2.32.4.\n- [Release notes](https://github.com/psf/requests/releases)\n- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)\n- [Commits](https://github.com/psf/requests/compare/v2.32.3...v2.32.4)\n\n---\nupdated-dependencies:\n-\n[…]\nirect:production\n update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "Bump requests from 2.32.3 to 2.32.4 (#180)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-06-22T21:35:00Z",
"body_truncated": true,
"is_coding_agent": false
}
],
"releases_count": 4,
"commits_last_year": 69,
"latest_release_at": "2026-07-17T05:27:37Z",
"latest_release_tag": "v0.10.2",
"releases_from_tags": false,
"days_since_last_push": 2,
"active_weeks_last_year": 11,
"days_since_latest_release": 10,
"mean_days_between_releases": 37.7
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "ai-marketplace-monitor",
"exists": true,
"license": null,
"keywords": [
"ai-marketplace-monitor",
"Development Status :: 2 - Pre-Alpha",
"Intended Audience :: Developers",
"License :: OSI Approved :: GNU Affero General Public License v3",
"Natural Language :: English",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/ai-marketplace-monitor/",
"is_deprecated": false,
"latest_version": "0.10.2",
"repository_url": "https://github.com/BoPeng/ai-marketplace-monitor",
"versions_count": 22,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2025-01-21T00:35:07.840175Z",
"latest_published_at": "2026-07-17T05:28:05.086000Z",
"latest_version_yanked": null,
"days_since_latest_publish": 10
}
]
},
"popularity": {
"forks": 71,
"stars": 280,
"watchers": 10,
"fork_history": {
"days": [
{
"date": "2025-02-25",
"count": 1
},
{
"date": "2025-03-02",
"count": 1
},
{
"date": "2025-03-05",
"count": 1
},
{
"date": "2025-03-20",
"count": 1
},
{
"date": "2025-05-14",
"count": 1
},
{
"date": "2025-05-21",
"count": 1
},
{
"date": "2025-05-24",
"count": 1
},
{
"date": "2025-06-02",
"count": 1
},
{
"date": "2025-06-14",
"count": 1
},
{
"date": "2025-07-04",
"count": 1
},
{
"date": "2025-07-25",
"count": 1
},
{
"date": "2025-09-07",
"count": 1
},
{
"date": "2025-09-09",
"count": 1
},
{
"date": "2025-09-19",
"count": 1
},
{
"date": "2025-09-22",
"count": 1
},
{
"date": "2025-09-24",
"count": 1
},
{
"date": "2025-10-14",
"count": 1
},
{
"date": "2025-10-28",
"count": 1
},
{
"date": "2025-11-20",
"count": 2
},
{
"date": "2025-12-16",
"count": 1
},
{
"date": "2025-12-23",
"count": 2
},
{
"date": "2025-12-26",
"count": 1
},
{
"date": "2025-12-27",
"count": 1
},
{
"date": "2026-01-04",
"count": 1
},
{
"date": "2026-01-06",
"count": 1
},
{
"date": "2026-01-07",
"count": 1
},
{
"date": "2026-01-09",
"count": 1
},
{
"date": "2026-02-17",
"count": 1
},
{
"date": "2026-02-27",
"count": 1
},
{
"date": "2026-03-01",
"count": 1
},
{
"date": "2026-03-07",
"count": 1
},
{
"date": "2026-03-12",
"count": 1
},
{
"date": "2026-03-13",
"count": 1
},
{
"date": "2026-03-15",
"count": 1
},
{
"date": "2026-03-17",
"count": 2
},
{
"date": "2026-03-20",
"count": 1
},
{
"date": "2026-03-30",
"count": 1
},
{
"date": "2026-04-01",
"count": 1
},
{
"date": "2026-04-12",
"count": 1
},
{
"date": "2026-04-17",
"count": 1
},
{
"date": "2026-04-18",
"count": 1
},
{
"date": "2026-05-01",
"count": 1
},
{
"date": "2026-05-02",
"count": 2
},
{
"date": "2026-05-21",
"count": 1
},
{
"date": "2026-05-30",
"count": 1
},
{
"date": "2026-06-03",
"count": 1
},
{
"date": "2026-06-05",
"count": 1
},
{
"date": "2026-06-07",
"count": 1
},
{
"date": "2026-06-15",
"count": 1
},
{
"date": "2026-06-19",
"count": 1
},
{
"date": "2026-06-22",
"count": 1
},
{
"date": "2026-06-27",
"count": 1
},
{
"date": "2026-06-28",
"count": 1
},
{
"date": "2026-07-01",
"count": 1
},
{
"date": "2026-07-02",
"count": 1
},
{
"date": "2026-07-05",
"count": 1
},
{
"date": "2026-07-07",
"count": 1
},
{
"date": "2026-07-08",
"count": 1
},
{
"date": "2026-07-10",
"count": 1
},
{
"date": "2026-07-14",
"count": 2
},
{
"date": "2026-07-15",
"count": 1
},
{
"date": "2026-07-18",
"count": 1
},
{
"date": "2026-07-22",
"count": 2
},
{
"date": "2026-07-24",
"count": 1
},
{
"date": "2026-07-25",
"count": 1
}
],
"complete": true,
"collected": 71,
"total_forks": 71
},
"star_history": null,
"open_issues_and_prs": 16
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [
"noxfile.py"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"src/ai_marketplace_monitor/py.typed"
],
"toolchain_manifests": [],
"largest_source_bytes": 67138,
"source_files_sampled": 45,
"oversized_source_files": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"docs/requirements.txt",
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [
{
"name": "diskcache",
"direct": true,
"version": "5.6.3",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-w8v5-vhqr-4h9v",
"PYSEC-2026-2447"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": 165
}
],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {
"moderate": 1
},
"advisory_count": 2,
"affected_count": 1,
"assessed_count": 95,
"malicious_count": 0,
"assessed_package": "pypi:ai-marketplace-monitor@0.10.2",
"unassessed_count": 0,
"direct_affected_count": 1
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "typer",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.15.1,<0.28.0"
},
{
"name": "playwright",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.41.0"
},
{
"name": "rich",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=13.7.0"
},
{
"name": "pushbullet.py",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.12.0"
},
{
"name": "diskcache",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=5.6.3"
},
{
"name": "watchdog",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.0.0"
},
{
"name": "openai",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.24.0"
},
{
"name": "anthropic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.39.0"
},
{
"name": "parsedatetime",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.5"
},
{
"name": "humanize",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.0.0"
},
{
"name": "schedule",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.2.2"
},
{
"name": "inflect",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=7.0.0"
},
{
"name": "pillow",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=10.0.0"
},
{
"name": "jinja2",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.0.0"
},
{
"name": "pyparsing",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.1.0"
},
{
"name": "requests",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.30.0"
},
{
"name": "CurrencyConverter",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.18.0"
},
{
"name": "tomli",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==2.2.1"
},
{
"name": "safety",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.5.2"
},
{
"name": "pip-audit",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.9.0"
},
{
"name": "python-telegram-bot",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=22.3"
},
{
"name": "fastapi",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.110"
},
{
"name": "uvicorn",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.27"
},
{
"name": "itsdangerous",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.1"
},
{
"name": "bcrypt",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.0"
},
{
"name": "python-multipart",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.0.9"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "anthropic",
"direct": true,
"version": "0.94.0",
"ecosystem": "pypi"
},
{
"name": "bcrypt",
"direct": true,
"version": "5.0.0",
"ecosystem": "pypi"
},
{
"name": "currencyconverter",
"direct": true,
"version": "0.18.9",
"ecosystem": "pypi"
},
{
"name": "diskcache",
"direct": true,
"version": "5.6.3",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": true,
"version": "0.135.3",
"ecosystem": "pypi"
},
{
"name": "humanize",
"direct": true,
"version": "4.12.3",
"ecosystem": "pypi"
},
{
"name": "inflect",
"direct": true,
"version": "7.5.0",
"ecosystem": "pypi"
},
{
"name": "itsdangerous",
"direct": true,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": true,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": true,
"version": "1.98.0",
"ecosystem": "pypi"
},
{
"name": "parsedatetime",
"direct": true,
"version": "2.6",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": true,
"version": "11.3.0",
"ecosystem": "pypi"
},
{
"name": "pip-audit",
"direct": true,
"version": "2.9.0",
"ecosystem": "pypi"
},
{
"name": "playwright",
"direct": true,
"version": "1.54.0",
"ecosystem": "pypi"
},
{
"name": "pushbullet-py",
"direct": true,
"version": "0.12.0",
"ecosystem": "pypi"
},
{
"name": "pyparsing",
"direct": true,
"version": "3.2.3",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": true,
"version": "0.0.26",
"ecosystem": "pypi"
},
{
"name": "python-telegram-bot",
"direct": true,
"version": "22.3",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": true,
"version": "2.32.4",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": true,
"version": "14.1.0",
"ecosystem": "pypi"
},
{
"name": "safety",
"direct": true,
"version": "3.6.0",
"ecosystem": "pypi"
},
{
"name": "schedule",
"direct": true,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": true,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": true,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": true,
"version": "0.44.0",
"ecosystem": "pypi"
},
{
"name": "watchdog",
"direct": true,
"version": "6.0.0",
"ecosystem": "pypi"
},
{
"name": "accessible-pygments",
"direct": false,
"version": "0.0.5",
"ecosystem": "pypi"
},
{
"name": "ai-marketplace-monitor",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "alabaster",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "annotated-doc",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "authlib",
"direct": false,
"version": "1.6.1",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.17.0",
"ecosystem": "pypi"
},
{
"name": "backports-asyncio-runner",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "backports-datetime-fromisoformat",
"direct": false,
"version": "2.0.3",
"ecosystem": "pypi"
},
{
"name": "backports-tarfile",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": false,
"version": "4.13.4",
"ecosystem": "pypi"
},
{
"name": "black",
"direct": false,
"version": "25.1.0",
"ecosystem": "pypi"
},
{
"name": "boolean-py",
"direct": false,
"version": "5.0",
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "bump2version",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "cachecontrol",
"direct": false,
"version": "0.14.3",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2025.7.14",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "1.17.1",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.2",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.2.1",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.10.1",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "45.0.5",
"ecosystem": "pypi"
},
{
"name": "cyclonedx-python-lib",
"direct": false,
"version": "9.1.0",
"ecosystem": "pypi"
},
{
"name": "defusedxml",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "distro",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "docstring-parser",
"direct": false,
"version": "0.17.0",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.21.2",
"ecosystem": "pypi"
},
{
"name": "dparse",
"direct": false,
"version": "0.6.4",
"ecosystem": "pypi"
},
{
"name": "evdev",
"direct": false,
"version": "1.9.2",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.16.1",
"ecosystem": "pypi"
},
{
"name": "furo",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "furo",
"direct": false,
"version": "2025.7.19",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.2.3",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httptools",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "id",
"direct": false,
"version": "1.5.0",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.12",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.10",
"ecosystem": "pypi"
},
{
"name": "imagesize",
"direct": false,
"version": "1.4.1",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.7.0",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "invoke",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "isort",
"direct": false,
"version": "6.0.1",
"ecosystem": "pypi"
},
{
"name": "jaraco-classes",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "jaraco-context",
"direct": false,
"version": "6.0.1",
"ecosystem": "pypi"
},
{
"name": "jaraco-functools",
"direct": false,
"version": "4.2.1",
"ecosystem": "pypi"
},
{
"name": "jeepney",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "joblib",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "keyring",
"direct": false,
"version": "25.6.0",
"ecosystem": "pypi"
},
{
"name": "license-expression",
"direct": false,
"version": "30.4.4",
"ecosystem": "pypi"
},
{
"name": "linkify-it-py",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "linkify-it-py",
"direct": false,
"version": "2.0.3",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.2",
"ecosystem": "pypi"
},
{
"name": "marshmallow",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "mdit-py-plugins",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "more-itertools",
"direct": false,
"version": "10.7.0",
"ecosystem": "pypi"
},
{
"name": "msgpack",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "mypy",
"direct": false,
"version": "1.17.1",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "myst-parser",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "myst-parser",
"direct": false,
"version": "4.0.1",
"ecosystem": "pypi"
},
{
"name": "nh3",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "nltk",
"direct": false,
"version": "3.9.1",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "packageurl-python",
"direct": false,
"version": "0.17.2",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "pip",
"direct": false,
"version": "25.2",
"ecosystem": "pypi"
},
{
"name": "pip-api",
"direct": false,
"version": "0.0.34",
"ecosystem": "pypi"
},
{
"name": "pip-requirements-parser",
"direct": false,
"version": "32.0.1",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.3.8",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": false,
"version": "6.1.1",
"ecosystem": "pypi"
},
{
"name": "py-serializable",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "2.22",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.9.2",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.23.4",
"ecosystem": "pypi"
},
{
"name": "pyee",
"direct": false,
"version": "13.0.0",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"ecosystem": "pypi"
},
{
"name": "pynput",
"direct": false,
"version": "1.8.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-core",
"direct": false,
"version": "11.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-framework-applicationservices",
"direct": false,
"version": "11.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-framework-cocoa",
"direct": false,
"version": "11.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-framework-coretext",
"direct": false,
"version": "11.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-framework-quartz",
"direct": false,
"version": "11.1",
"ecosystem": "pypi"
},
{
"name": "pyproject-hooks",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "8.4.1",
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "pytest-base-url",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "6.2.1",
"ecosystem": "pypi"
},
{
"name": "pytest-playwright",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "python-magic",
"direct": false,
"version": "0.4.27",
"ecosystem": "pypi"
},
{
"name": "python-slugify",
"direct": false,
"version": "8.0.4",
"ecosystem": "pypi"
},
{
"name": "python-xlib",
"direct": false,
"version": "0.33",
"ecosystem": "pypi"
},
{
"name": "pywin32-ctypes",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.2",
"ecosystem": "pypi"
},
{
"name": "readme-renderer",
"direct": false,
"version": "44.0",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2025.7.34",
"ecosystem": "pypi"
},
{
"name": "requests-toolbelt",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "rfc3986",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "roman-numerals-py",
"direct": false,
"version": "3.1.0",
"ecosystem": "pypi"
},
{
"name": "ruamel-yaml",
"direct": false,
"version": "0.18.14",
"ecosystem": "pypi"
},
{
"name": "ruamel-yaml-clib",
"direct": false,
"version": "0.2.12",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.12.7",
"ecosystem": "pypi"
},
{
"name": "safety-schemas",
"direct": false,
"version": "0.0.14",
"ecosystem": "pypi"
},
{
"name": "secretstorage",
"direct": false,
"version": "3.3.3",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "80.9.0",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "snowballstemmer",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "sortedcontainers",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.7",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "8.1.3",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "8.2.3",
"ecosystem": "pypi"
},
{
"name": "sphinx-basic-ng",
"direct": false,
"version": "1.0.0b2",
"ecosystem": "pypi"
},
{
"name": "sphinx-copybutton",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sphinx-copybutton",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-applehelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-devhelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-htmlhelp",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-jsmath",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-qthelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-serializinghtml",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxext-opengraph",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sphinxext-opengraph",
"direct": false,
"version": "0.12.0",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "9.1.2",
"ecosystem": "pypi"
},
{
"name": "text-unidecode",
"direct": false,
"version": "1.3",
"ecosystem": "pypi"
},
{
"name": "toml",
"direct": false,
"version": "0.10.2",
"ecosystem": "pypi"
},
{
"name": "tomlkit",
"direct": false,
"version": "0.13.3",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.1",
"ecosystem": "pypi"
},
{
"name": "twine",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "typeguard",
"direct": false,
"version": "4.4.4",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.14.1",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "uc-micro-py",
"direct": false,
"version": "1.0.3",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "uvloop",
"direct": false,
"version": "0.22.1",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.32.0",
"ecosystem": "pypi"
},
{
"name": "watchfiles",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "websocket-client",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": "16.0",
"ecosystem": "pypi"
},
{
"name": "xdoctest",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "3.23.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 184,
"direct_count": 26,
"indirect_count": 158
}
},
"maintainership": {
"issues": {
"open_prs": 5,
"merged_prs": 154,
"open_issues": 11,
"closed_ratio": 0.859,
"closed_issues": 67,
"closed_unmerged_prs": 113
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "BoPeng",
"commits": 69,
"avatar_url": "https://avatars.githubusercontent.com/u/9889312?v=4"
},
{
"type": "User",
"login": "adawalli",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/14079121?v=4"
},
{
"type": "User",
"login": "intjonathan",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/518164?v=4"
},
{
"type": "User",
"login": "BlackIsBlack",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/39253172?v=4"
},
{
"type": "User",
"login": "Bradzie",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/70105933?v=4"
},
{
"type": "User",
"login": "josharmour",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/1240306?v=4"
},
{
"type": "User",
"login": "spawnpoint",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/14818915?v=4"
}
],
"contributors_sampled": 7,
"top_contributor_share": 0.841
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"close-stale-issue.yml",
"codeql-analysis.yml",
"docker.yml",
"pre-commit-autoupdate.yml",
"release.yml",
"tests.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"uv.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 9,
"reason": "binaries present in source code",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 4,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 8,
"reason": "19 out of 22 merged PRs checked by a CI test -- score normalized to 8",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 3,
"reason": "Found 3/8 approved changesets -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 3,
"reason": "project has 1 contributing companies or organizations -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "29 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 9,
"reason": "SAST tool detected but not run on all commits",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 4,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 0,
"reason": "79 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "16394b3e2a8c232f6d78a942fb85237f4e193a85",
"ran_at": "2026-07-27T11:15:15Z",
"aggregate_score": 5.5,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": true,
"has_security_policy": true,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-27T09:55:19Z",
"oldest_open_prs": [
{
"number": 343,
"created_at": "2026-07-17T15:52:52Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 344,
"created_at": "2026-07-17T15:53:00Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 347,
"created_at": "2026-07-20T15:53:33Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 348,
"created_at": "2026-07-20T15:53:35Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 350,
"created_at": "2026-07-24T15:53:32Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-07-17T05:23:51Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 18,
"created_at": "2025-01-29T13:56:17Z",
"last_comment_at": "2026-05-25T23:30:55Z",
"last_comment_author": "Geonode-JP"
},
{
"number": 29,
"created_at": "2025-02-02T20:19:35Z",
"last_comment_at": "2025-09-11T15:33:03Z",
"last_comment_author": "benthamite"
},
{
"number": 157,
"created_at": "2025-05-19T15:36:45Z",
"last_comment_at": "2025-05-31T22:31:53Z",
"last_comment_author": "BoPeng"
},
{
"number": 166,
"created_at": "2025-05-25T22:52:30Z",
"last_comment_at": "2026-07-26T20:46:39Z",
"last_comment_author": "crawlbench"
},
{
"number": 168,
"created_at": "2025-05-27T21:40:53Z",
"last_comment_at": "2025-05-29T02:29:41Z",
"last_comment_author": "BoPeng"
},
{
"number": 187,
"created_at": "2025-06-23T01:24:00Z",
"last_comment_at": "2025-08-06T00:22:59Z",
"last_comment_author": "adawalli"
},
{
"number": 225,
"created_at": "2025-07-28T00:51:51Z",
"last_comment_at": "2026-07-26T20:46:38Z",
"last_comment_author": "crawlbench"
},
{
"number": 234,
"created_at": "2025-08-03T17:45:18Z",
"last_comment_at": "2026-07-26T20:46:38Z",
"last_comment_author": "crawlbench"
},
{
"number": 257,
"created_at": "2025-09-06T08:28:52Z",
"last_comment_at": "2025-09-09T02:36:00Z",
"last_comment_author": "BoPeng"
},
{
"number": 346,
"created_at": "2026-07-20T07:12:24Z",
"last_comment_at": "2026-07-26T20:47:39Z",
"last_comment_author": "crawlbench"
},
{
"number": 349,
"created_at": "2026-07-21T12:06:13Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/BoPeng/ai-marketplace-monitor",
"host": "github.com",
"name": "ai-marketplace-monitor",
"owner": "BoPeng"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 73,
"inputs": {
"security": 62,
"vitality": 82,
"community": 75,
"governance": 58,
"engineering": 90
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 82,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"commits_last_year": 69,
"human_commit_share": 0.69,
"days_since_last_push": 2,
"active_weeks_last_year": 11
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 2 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 2
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "11/52 weeks with commits",
"points": 7.6,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 11
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "69 commits in the last year",
"points": 16.6,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 69
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "29 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 4,
"latest_release_tag": "v0.10.2",
"releases_from_tags": false,
"days_since_latest_release": 10,
"mean_days_between_releases": 37.7
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "4 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 4
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 10 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 10
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~37.7 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 37.7
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 10,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 10 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 10
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 75,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"forks": 71,
"stars": 280,
"watchers": 10,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "280 stars",
"points": 39.7,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 280
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "71 forks",
"points": 15.4,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 71
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "10 watchers",
"points": 5.3,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 10
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (AGPL-3.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "AGPL-3.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 58,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 25,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 7,
"top_contributor_share": 0.841
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 84% of commits",
"points": 3.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 84
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "7 contributors",
"points": 9.5,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 7
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 67,
"inputs": {
"merged_prs": 154,
"open_issues": 11,
"closed_issues": 67,
"issue_closed_ratio": 0.859,
"closed_unmerged_prs": 113
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "86% of issues closed",
"points": 40.2,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 86
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "154/267 decided PRs merged",
"points": 22.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 154,
"decided": 267
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 3/8 approved changesets -- score normalized to 3",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
"followers": 61,
"owner_type": "User",
"is_verified": null,
"owner_login": "BoPeng",
"public_repos": 22,
"account_age_days": 4265
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "61 followers of BoPeng",
"points": 12.9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 61,
"login": "BoPeng"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "22 public repos, account ~11 yr old",
"points": 21.9,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 22
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"ai-marketplace-monitor"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 10
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 10 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 10
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "22 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 22
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 90,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "6 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 6
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "19 out of 22 merged PRs checked by a CI test -- score normalized to 8",
"points": 16,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": "https://ai-marketplace-monitor.readthedocs.io/en/latest/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://ai-marketplace-monitor.readthedocs.io/en/latest/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 62,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 55,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.5
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "19 out of 22 merged PRs checked by a CI test -- score normalized to 8",
"points": 2,
"status": "partial",
"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 3/8 approved changesets -- score normalized to 3",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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": "29 commit(s) and 3 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 detected but not run on all commits",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": "79 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Matched the pypi:ai-marketplace-monitor@0.10.2 runtime dependency closure — what installing the published package pulls in — 95 packages. Reachability is not analyzed.",
"notes": [
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:ai-marketplace-monitor@0.10.2",
"assessed": 95
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 89,
"inputs": {
"source": "osv",
"advisories": 2,
"affected_packages": 1,
"assessed_packages": 95,
"unassessed_packages": 0,
"affected_by_severity": "moderate 1",
"direct_affected_packages": 1
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: diskcache 5.6.3 (moderate)",
"points": 26.6,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "diskcache 5.6.3 (moderate)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 165 days ago",
"points": 37.2,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 1,
"oldest": 165
}
}
],
"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": 95,
"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": 4
},
"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": "moderate",
"name": "AI Readiness",
"value": 68,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 32,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.609,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"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": "42 of 69 human commits state their intent (structured subject or explanatory body)",
"points": 32.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 42,
"sampled": 69
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"noxfile.py"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"src/ai_marketplace_monitor/py.typed"
],
"agent_commit_share": 0.12,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.31
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "noxfile.py",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "noxfile.py"
}
}
],
"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": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "src/ai_marketplace_monitor/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/ai_marketplace_monitor/py.typed"
}
}
],
"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": "12 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 12,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "31 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 31,
"sampled": 100
}
}
],
"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": "HTML",
"largest_source_bytes": 67138,
"source_files_sampled": 45,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "HTML with type-check config (src/ai_marketplace_monitor/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "src/ai_marketplace_monitor/py.typed",
"language": "HTML"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/45 source files over 60KB",
"points": 53.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 45,
"oversized": 1
}
}
],
"max_points": 55
}
]
}
],
"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"
],
"report_type": "repository",
"generated_at": "2026-07-27T11:15:35.996153Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/BoPeng/ai-marketplace-monitor.svg",
"full_name": "BoPeng/ai-marketplace-monitor",
"license_state": "standard",
"license_spdx": "AGPL-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 v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.