Public recordModerate
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 03:25 UTC
lumduan / settfex
Fetch real-time and historical data from the Stock Exchange of Thailand (SET) and Thailand Futures Exchange (TFEX)
lumduan/settfex holds a health index of 61 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (85/100) and lowest on Community & Adoption (43/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.
61
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.
61
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
Sarat SonsukPersonal account
9 followers72 public repossince Oct 2015Candythink
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 | settfex | 0.14.0 | - | 16 | 1 day ago | apiasyncexchangefinancefuturesmarket-datasetstocktfexthai-stocksthailandtrading |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
76
Development activity
67Moderate
How it's scored
| 36/36 | Push recency — last push 1 days ago |
| 2.8/36 | Commit cadence — 4/52 weeks with commits |
| 18/18 | Commit volume — 160 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 160 |
| human_commit_share | 1 |
| days_since_last_push | 1 |
| active_weeks_last_year | 4 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 16 releases published |
| 36/36 | Release recency — latest release 1 days ago |
| 27/27 | Release cadence — a release every ~3.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 16 |
| latest_release_tag | v0.14.0 |
| releases_from_tags | no |
| days_since_latest_release | 1 |
| mean_days_between_releases | 3.5 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
43
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 1 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 1 |
| stars | 0 |
| watchers | 0 |
| 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 (MIT) |
| 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?
51
Maintainer resilience (bus factor)
13Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
55Moderate
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 29.1/38.3 | PR acceptance — 57/75 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/13 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 57 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 18 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
53Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 7.2/25 | Owner reach — 9 followers of lumduan |
| 25/25 | Track record — 72 public repos, account ~10 yr old |
Inputs used
| followers | 9 |
| owner_type | User |
| is_verified | — |
| owner_login | lumduan |
| public_repos | 72 |
| account_age_days | 3,919 |
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 1 days ago |
| 20/20 | Version history — 16 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | settfex |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 1 |
Engineering Quality
Are baseline engineering and documentation practices in place?
85
Engineering practices
92Excellent
How it's scored
| 24/24 | CI workflows — 3 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 12/20 | OpenSSF Scorecard: CI-Tests — 8 out of 13 merged PRs checked by a CI test -- score normalized to 6 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| 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?
47
Security posture
47At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 1.5/2.5 | CI-Tests — 8 out of 13 merged PRs checked by a CI test -- score normalized to 6 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/13 approved changesets -- score normalized to 0 |
| 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 — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 75 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4.7 |
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.
71
Agent context & guidance
85Excellent
How it's scored
| 45/45 | Agent instructions — .github/instructions/core-architectrual-principles.instructions.md, .github/instructions/documentation-standards.instructions.md, .github/instructions/file-organization.instructions.md, .github/instructions/git-commit.instructions.md, .github/instructions/python-dependency-management.instructions.md, CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.99 |
| agent_instruction_files | .github/instructions/core-architectrual-principles.instructions.md, .github/instructions/documentation-standards.instructions.md, .github/instructions/file-organization.instructions.md, .github/instructions/git-commit.instructions.md, .github/instructions/python-dependency-management.instructions.md, CLAUDE.md |
| agent_instruction_max_bytes | 20,891 |
Verify loop (build / test / typecheck)
69Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 11/11 | Static type checking — settfex/py.typed |
| 10/10 | Reproducible environment — lockfile |
| 10/10 | Demonstrated agent practice — 59 of the last 100 commits agent-authored or agent-credited |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 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 | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | settfex/py.typed |
| agent_commit_share | 0.59 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (settfex/py.typed) |
| 55/55 | Manageable file sizes — 0/100 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 47,064 |
| source_files_sampled | 100 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
0GitHub stars
1contributors
160commits, last 12 months
1days since last push
16releases
1bus factor
0open issues
PyPIpackage ecosystems
Data collection warnings
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:settfex@0.14.0; advisories assessed against the repository dependency graph instead
More detail
OpenSSF Scorecard 4.7 / 10
4.7aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 6 | CI-Tests | 8 out of 13 merged PRs checked by a CI test -- score normalized to 6 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/13 approved changesets -- score normalized to 0 |
| 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 | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 75 existing vulnerabilities detected |
Direct dependencies 4
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | curl-cffi | >=0.6.0 | pyproject.toml |
| PyPI | pydantic | >=2.0.0 | pyproject.toml |
| PyPI | loguru | >=0.7.0 | pyproject.toml |
| PyPI | diskcache | >=5.6.0 | pyproject.toml |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 2092,
"has_wiki": true,
"homepage": null,
"languages": {
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},
"pushed_at": "2026-07-20T19:17:01Z",
"created_at": "2025-10-01T07:20:10Z",
"owner_type": "User",
"updated_at": "2026-07-20T15:16:55Z",
"description": "Fetch real-time and historical data from the Stock Exchange of Thailand (SET) and Thailand Futures Exchange (TFEX)",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://lumduan.github.io",
"name": "Sarat Sonsuk",
"type": "User",
"login": "lumduan",
"company": "Candythink",
"location": "Bangkok, Thailand",
"followers": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/15356949?v=4",
"created_at": "2015-10-28T06:59:18Z",
"is_verified": null,
"public_repos": 72,
"account_age_days": 3919
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.14.0",
"kind": "minor",
"published_at": "2026-07-20T15:14:50Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2026-07-20T14:19:57Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2026-07-19T23:28:52Z"
},
{
"tag": "v0.10.1",
"kind": "patch",
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},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-07-17T08:08:12Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-07-16T08:06:12Z"
},
{
"tag": "v0.7.1",
"kind": "patch",
"published_at": "2026-06-21T02:46:01Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2026-06-21T02:22:17Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2026-06-19T07:44:11Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2026-06-19T07:17:36Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2026-06-19T06:28:23Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2026-06-19T06:01:15Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2026-06-17T14:32:39Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2026-06-17T07:57:32Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2026-06-09T14:07:50Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2025-10-06T02:50:44Z"
}
],
"recent_commits": [
{
"oid": "b8c5a0ba5937e70554fb5790c4b3e732fa3aa77e",
"body": "feat(sec): harden document downloads — timeout, concurrency, dedupe, memory (0.14.0)",
"is_bot": false,
"headline": "Merge pull request #75 from lumduan/feat/sec-download-hardening",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-20T15:13:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68c047bbadd23dc08ca3f9425e6b15fe04ef6902",
"body": "…memory (0.14.0)\n\nFixes large-file \"download all\" timeouts (curl 28) reported for Form 56-1/56-2\nOne Reports (15-25 MB), and two issues a live 18-year stress test surfaced.\n\n- Default per-file timeout 30s -> 180s (DEFAULT_DOWNLOAD_TIMEOUT); new `timeout=`\n param on download_sec_document(s)/Document\n[…]\nbytes held\n286 MB -> 0, no timeouts at defaults. Adds 9 tests (525 total); ruff + mypy clean;\ndoc tuning table + notebook updated.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(sec): harden document downloads — timeout, concurrency, dedupe, …",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-20T15:10:07Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "276eedf4dcdc67d86bff3268b6bffafd18ed9609",
"body": "feat(sec): SecDocumentList — list available years + easy bulk download (0.13.0)",
"is_bot": false,
"headline": "Merge pull request #74 from lumduan/feat/sec-document-list-helpers",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-20T13:36:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "00112f11709a2428672f292bd7012b4809be89f1",
"body": "…d (0.13.0)\n\nThe SEC listing calls (get_sec_documents, FinancialReportService.fetch_documents,\nSecCompany.list_documents) now return a SecDocumentList — a list[SecDocument]\nsubclass (backward compatible: it IS a list) with helpers that answer two common\nquestions:\n\n- \"which years are available?\" -> \n[…]\nttfex.services.sec and the top-level settfex namespace.\nAdds 10 tests (516 total), ruff + mypy clean, live-verified against CPALL.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(sec): SecDocumentList — list available years + easy bulk downloa…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-20T13:27:42Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "8eec311f3112e0e2922988729bf37f7d37d9dc94",
"body": "feat(sec): SEC IDISC document service — list & download raw disclosures (0.12.0)",
"is_bot": false,
"headline": "Merge pull request #73 from lumduan/feat/sec-idisc-document-service",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-20T12:33:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bfd0ddbba5627cd3e045edcd5b3df8ea69126d4a",
"body": "Satisfies the repo-wide `ruff format --check .` CI gate. Formats the new SEC\nservice files, their tests, and the two example notebooks. The 16_news.ipynb\nchange is a pre-existing formatting gap the whole-repo check flags — included\nhere so CI is green. No behavior change; 506 tests pass, mypy clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "style: apply ruff format (SEC package, tests, notebooks)",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-20T12:29:30Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "74c31f1bb6dddc51680ce96cbe9abea1cab806c0",
"body": "…osures (0.12.0)\n\nNew settfex.services.sec package targeting market.sec.or.th (Thai SEC IDISC),\nto list and download the RAW disclosure documents companies file — the original\nFINANCIAL_STATEMENTS.XLSX package, Form 56-1, Form 56-2, Key Financial Ratio,\nand MD&A — for any SET/mai-listed issuer.\n\nThr\n[…]\n doc,\nand reconciles CLAUDE.md / README.md / CHANGELOG. 506 tests pass, ruff + mypy\nclean, live-verified end-to-end against CPALL.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(sec): add SEC IDISC document service — list & download raw discl…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-20T12:26:05Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "4cf0395b8c3f2ff5c90f7436e7975dd7a6d69b12",
"body": "docs(news): document rolling 5-year history limit & historical queries",
"is_bot": false,
"headline": "Merge pull request #72 from lumduan/docs/news-doc-historical",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-20T06:41:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "87210299c7dce6f9fc4af2e5ae46f76cc3a49934",
"body": "Updates docs/settfex/services/set/news.md to cover historical news and\nthe endpoint's rolling ~5-year (1826-day) history window:\n\n- gotchas callout bumped Two -> Three; adds #3 (1826-day limit, from_date\n is what's checked, over-old -> FetchError not InvalidDateError, no clipping,\n rolling boundar\n[…]\nteError (malformed, local) vs FetchError\n (too-old, HTTP 400)\n- fetch_news note + API Endpoint spec note the 1826-day lower bound\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(news): document rolling 5-year history limit & historical queries",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-20T06:41:06Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "2cb64eeb389629279c22b367f04917cdb5dcae8a",
"body": "docs(news): add historical-news notebook example (§11, rolling 5-year window)",
"is_bot": false,
"headline": "Merge pull request #71 from lumduan/docs/news-notebook-historical",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-20T05:10:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "83f7611b757f6cfadb022e4b665e4d7bddab224b",
"body": "Adds Section 11 to examples/set/16_news.ipynb demonstrating historical\nnews queries and the rolling ~5-year (1826-day) history limit:\n\n- fetch a historical window ~1 year back (count + earliest/latest + headlines)\n- boundary demo: today-1826d is served, today-1827d raises FetchError (HTTP 400)\n\nBoth cells were run against the live API to confirm they work. No saved\noutputs (matches the notebook's convention).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(news): add historical-news notebook example (§11, 5-year window)",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-20T05:02:03Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e69119d5b7ae7bd2b192c710a725d334b2b83b5f",
"body": "docs(news): note rolling ~5-year (1826-day) news history limit",
"is_bot": false,
"headline": "Merge pull request #70 from lumduan/docs/news-history-5yr-gotcha",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-20T04:51:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e51f635436c1ae70a3607dde67518ab2c43a936d",
"body": "Live-probed 2026-07-20: /api/set/news/search serves only the trailing\n1826 days (= 5 calendar years incl. leap day). A from_date older than\ntoday-1826d is rejected with HTTP 400 (surfaced as FetchError, not\nInvalidDateError); the check is on the window start and does not clip to\nthe allowed range. Documented as a Known Gotcha.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(news): note rolling ~5-year (1826-day) news history limit",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-20T04:50:47Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "3c8e878b02e31d98113b1c1b2e1f0bbe4f5d8c5e",
"body": "chore(gitignore): ignore local tmp/ scratch dir",
"is_bot": false,
"headline": "Merge pull request #69 from lumduan/chore/gitignore-tmp",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-19T23:36:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10db739608c6b1be7f00e126da39ca5989f96c94",
"body": "…d cookies/tokens)\n\ntmp/ was sitting untracked in git status; it holds local scratch such as HAR\ncaptures, which can embed session cookies/tokens and must never be committable.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(gitignore): ignore local tmp/ scratch dir (HAR captures may hol…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-19T23:31:53Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "266729f715027ca30c4b16131ccd152d3edd7c0b",
"body": "feat(set): News service — company news/disclosures for all stocks (0.11.0)",
"is_bot": false,
"headline": "Merge pull request #68 from lumduan/feat/set-news-service",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-19T23:27:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d29d7eae236dba309c5b2a75d6b90e494bed9ab",
"body": "… (0.11.0)\n\n- New settfex/services/set/news.py: get_news() / NewsService.fetch_news() /\n fetch_news_raw() over GET /api/set/news/search; filters: symbol,\n from_date/to_date (dd/MM/yyyy only — eager InvalidDateError on ISO strings),\n keyword, source_id (None = all sources; unverified values warned\n[…]\nng-price was missing — totals now 19 services / 19 notebooks)\n- Version 0.11.0 (pyproject.toml + settfex/__init__.py + uv.lock); CHANGELOG entry\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(set): add News service — company news/disclosures for all stocks…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-19T15:57:34Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "455b082a519986865743ed783559069afded6bee",
"body": "…t-date\n\nfix(set): tolerate null management startDate in company profile (0.10.1)",
"is_bot": false,
"headline": "Merge pull request #67 from lumduan/fix/profile-company-nullable-star…",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-18T16:05:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0ba6282ca9a8d3c9c73a3607b36bdc607f2d1fc7",
"body": "SET reports a vacant/undisclosed executive seat with \"startDate\": null and\nan empty name (e.g. VIBE's top finance-responsibility position), so\nfetch_company_profile() raised a pydantic ValidationError on such symbols.\nManagement.start_date is now datetime | None, matching the nullable-datetime\nconve\n[…]\nthe service's first test suite (mocked; fixture taken from the real\nVIBE payload), guards the docs example, records the gotcha, bumps to 0.10.1.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(set): tolerate null management startDate in company profile (0.10.1)",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-18T16:02:53Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "0d3aaa83f8d849d7f195cf9dc103b40e0bf8c18b",
"body": "chore(mypy): type-check tests/ for real errors instead of ignoring them",
"is_bot": false,
"headline": "Merge pull request #66 from lumduan/chore/type-tests-and-scripts",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-17T14:12:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33cbcc8d93ddc32fd4d2dd7bf42a219dc1ea36d6",
"body": "tests/ were `ignore_errors = true`, so mypy checked NOTHING in them — including real type\nbugs. Turn that off and instead relax only the annotation-boilerplate rules\n(disallow_untyped_defs / disallow_incomplete_defs / disallow_untyped_calls), so tests are\nchecked for genuine errors without requiring\n[…]\nored) scripts/; both are no-ops in CI.\n\n`uv run mypy .` now covers settfex/ + tests/ and passes clean (83 files on a CI checkout).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(mypy): type-check tests/ for real errors instead of ignoring them",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-17T13:23:05Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "0bc3b5a4549b0ab6958552cf20d649f68a633b69",
"body": "docs: reference 0.10.0 typed exceptions + \"did you mean?\" suggestion",
"is_bot": false,
"headline": "Merge pull request #65 from lumduan/docs/typed-exceptions-0.10.0",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-17T09:55:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1064b331f87e1bb3f1c7cacc30c2f3aa9f30aa6e",
"body": "The docs pin no settfex version (unpinned install + dynamic PyPI badge + CHANGELOG pointer\nalready reflect 0.10.0), but the service docs still described the pre-0.9 generic Exception\nmodel. Update the user-facing error-handling docs to the current typed exceptions.\n\n- README: new \"Error Handling\" se\n[…]\ning the 0.10.0 network-free suggestion + suggest_symbol().\n\nVerified all doc-referenced symbols/attributes resolve against 0.10.0.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: reference 0.10.0 typed exceptions + \"did you mean?\" suggestion",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-17T08:43:33Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "dd43a32f2ea709ecec5c0613f7e691d2fb97b055",
"body": "feat(exceptions): network-free \"did you mean?\" suggestion on SymbolNotFoundError (0.10.0)",
"is_bot": false,
"headline": "Merge pull request #64 from lumduan/feat/symbol-not-found-suggestion",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-17T07:26:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c5bebfc8a4441525ed6c0f4b75649af238608d54",
"body": "…tFoundError (0.10.0)\n\nA mistyped SET stock symbol now carries a .suggestion (closest known symbol via stdlib\ndifflib), appended to the error message and readable programmatically. Computed only from\nthe stock list already fetched this session (get_stock_list) — a 404 never triggers an extra\nfetch; \n[…]\n.\n\nBump 0.9.0 -> 0.10.0 (MINOR: new backward-compatible public API — .suggestion, suggest_symbol,\nraise_for_status suggest param).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(exceptions): network-free \"did you mean?\" suggestion on SymbolNo…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-17T07:10:57Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b4a36106603fc9c62b2fad13efd15fcb41876525",
"body": "…lity\n\nDocs consistency + AI-agent consumability; typed exceptions + Literal typing (0.9.0)",
"is_bot": false,
"headline": "Merge pull request #63 from lumduan/docs/doc-consistency-ai-consumabi…",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-17T06:34:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4fe2a864dcaa8fafd85f50aa6906c3cd87173ec",
"body": "…\"] typing (0.9.0)\n\nApplies the exception + Literal proposals catalogued (report-only) in 0.8.0, as\nnon-breaking runtime changes.\n\nExceptions (new settfex/exceptions.py, re-exported from top-level settfex):\n- FetchError(Exception) carrying status_code/symbol; SymbolNotFoundError(FetchError) for\n HT\n[…]\nfied: ruff / mypy . / pytest (384 passed) all green; uv build ships settfex/py.typed\nand settfex/exceptions.py in the 0.9.0 wheel.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(exceptions,typing): typed exception hierarchy + Literal[\"en\",\"th…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-17T05:34:06Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "fc945c8d79537e8a1971d900a3211b661c50e21a",
"body": "…ationale, drop dead MANIFEST.in\n\n- settfex/__init__.py: add a condensed 3-tier (get_*/fetch_*/fetch_*_raw) LLM\n tool-calling rationale to the package docstring, so 'import settfex; help(settfex)'\n conveys the mental model with no network access\n- earnings_call.py: add Args/Returns/Raises to the 5\n[…]\n the package itself is mypy-clean\n- uv.lock: sync the local settfex entry 0.7.1 -> 0.8.0 (lockfile drift from the\n 0.8.0 release)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(api): complete earnings-call wrapper docstrings, add LLM-tiers r…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-17T04:17:28Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "0bb38824cf5f6b2bf7a6b39ec52405f500318888",
"body": "CLAUDE.md:\n- Add step 6 to 'Adding a New Service' (root cause: update CLAUDE.md +\n CHANGELOG.md) so the Services Inventory / tree / changelog stop drifting\n- Replace the parallel 'Recent Change History' with a pointer to CHANGELOG.md\n (the canonical, complete history) — removes the duplicate sourc\n[…]\n canonical example\n (latest-price convenience + raw series)\n- Switch Contributing steps to uv (uv sync / uv run pytest|ruff|mypy)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: fix CLAUDE.md/README drift; collapse changelog to CHANGELOG.md",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-17T04:11:11Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "a328e4151277650ad85b46adda95d9a1a3865471",
"body": "…ilerplate)\n\nThe file was 240 lines of boilerplate copy-pasted from a LINE API project\n(line_api/ references, LineMessagingClient examples, empty settfex sections,\na leftover Copilot <SYSTEM> prompt). Nothing in the repo referenced it.\nRemoving it eliminates a misleading, duplicate source of truth vs CLAUDE.md.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: remove stale copilot-instructions.md (unreferenced LINE-API bo…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-17T04:06:05Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e4483b391bad957409b65d76cc0cc71996a80af6",
"body": "feat(set): Market Index services (SET50/SET100/sSET/SETESG/...) + stock-list index membership (0.8.0)",
"is_bot": false,
"headline": "Merge pull request #62 from lumduan/feat/market-index",
"author_name": "Sarat Sonsuk",
"author_login": "lumduan",
"committed_at": "2026-07-16T08:04:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24a534cdf9d57ac97c55cb852e7fd03aabde2659",
"body": "CI's repo-wide `ruff format --check .` also formats notebooks; normalize\ninline-comment spacing in the generated cells (whitespace-only).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "style: ruff-format notebook 15_market_index",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-16T08:01:38Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "64badd959c8db98eb5a909122ddd051f74f79f6a",
"body": "New settfex.services.set.index sub-package covering the SET index API:\n\n- Index directory (get_index_list): all 55 indices across INDEX/INDUSTRY/\n SECTOR levels, with filters and SET-vs-mai industry disambiguation\n (AGRO vs AGRO-m query symbols)\n- Index quotation (get_index_info / get_index_info_l\n[…]\nndex.ipynb (all cells verified\nagainst the live API), docs/settfex/services/set/index.md, README/CLAUDE.md\nupdates, version bump 0.7.1 -> 0.8.0.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(set): market index services + stock-list index membership (0.8.0)",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-07-16T07:57:56Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ddd13cc2295c6b12151329f1a5a7fa2c1d37ecec",
"body": "fix(set): export latest_historical_trading top-level (release 0.7.1)",
"is_bot": false,
"headline": "Merge pull request #54 from lumduan/release/v0.7.1",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-21T02:44:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee10fb584f629c7817c42d5b5c99f467c3f8e2e1",
"body": "…(0.7.1)\n\nPatch release. The 0.7.0 wheel only exposed get_latest_historical_trading (and\nits models) from settfex.services.set.stock, so the documented top-level import\n`from settfex.services.set import get_latest_historical_trading` raised\nImportError for installed users. The fix (top-level export)\n[…]\n- Bump version to 0.7.1 (pyproject.toml + settfex/__init__.py), re-lock, CHANGELOG.\n- Refresh the stale notebook count in CLAUDE.md (13 -> 15).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(set): export latest_historical_trading from settfex.services.set …",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-21T02:43:40Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "c2c479cffe7ad90e69bb0d3bdde84ca39d078103",
"body": "…rity\n\nfix(set): latest_historical_trading parity (fix broken README import + docs/tests/notebook)",
"is_bot": false,
"headline": "Merge pull request #53 from lumduan/feat/latest-historical-trading-pa…",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-21T02:38:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef2cbc1842d1111f9accb15a839b8c78c3607ac8",
"body": "… + add docs/tests/notebook\n\nThe latest_historical_trading service existed but was undocumented and its\nREADME example was broken twice over:\n- `from settfex.services.set import get_latest_historical_trading` raised\n ImportError (symbol was only exported from settfex.services.set.stock)\n- the snipp\n[…]\nding.py (100% on\n the module; fixture from a real CPALL response)\n- Add examples/set/14_latest_historical_trading.ipynb (+ README index entry)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(set): latest_historical_trading parity — fix broken README import…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-21T02:36:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "210cad2aefffd4c1cf3658df5a20262492052d8b",
"body": "docs(releasing): add the `uv lock` re-lock step after a version bump",
"is_bot": false,
"headline": "Merge pull request #52 from lumduan/docs/releasing-uv-lock-step",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-21T02:29:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b8d4271df9cd1e6bbc6e532f20bca35065255573",
"body": "A version bump in pyproject.toml leaves uv.lock's workspace `settfex` entry\nstale, which fails the release CI gate's `uv sync --group dev --frozen`. Make\nthe re-lock an explicit checklist step so future releases don't trip on it.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(releasing): add the `uv lock` re-lock step after a version bump",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-21T02:28:53Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e9606b3aaac0c89975cd977649c170b065a266ef",
"body": "feat(set): latest traded price for chart quotation (0.7.0)",
"is_bot": false,
"headline": "Merge pull request #51 from lumduan/feat/chart-quotation-latest-price",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-21T02:20:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b3c07397b5497d2e44fad4e802087cbcb83bcc4",
"body": "Add a first-class \"latest traded price relative to now\" capability on top of\nthe existing SET chart-quotation service, excluding the null/no-trade buckets\nthe intraday feed pre-populates for the rest of the session:\n\n- get_latest_price(symbol, ...) -> Quotation | None (top-level convenience)\n- Chart\n[…]\nion script, docs, notebook (#13),\n README + CLAUDE.md inventory\n\nRelease 0.7.0: bump pyproject.toml + settfex/__init__.py, re-lock, CHANGELOG.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(set): latest traded price for chart quotation (0.7.0)",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-21T02:19:21Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b7e98c99fe9e09446cc7a8c6828f558639c7e4b1",
"body": "chore: track CLAUDE.md in the repo",
"is_bot": false,
"headline": "Merge pull request #50 from lumduan/chore/track-claude-md",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-19T07:51:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf67e997bacb06cab1fe24514a4f9f251f649c6f",
"body": "CLAUDE.md is the project's AI-assistant instructions (overview, architecture,\nservice inventory) and is genuinely shared project context, so version it instead\nof ignoring it. Removes only the CLAUDE.md ignore rule; .claude/ (local settings)\nand scripts/ (local helpers) stay ignored. Inventory reflects the earnings-call\nservices through 0.6.0.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: track CLAUDE.md in the repo",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T07:51:32Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "0930e9dee139c07ea6f62408762137c2ec680295",
"body": "docs: YouTube rate-limit/IP-block caveat for transcripts",
"is_bot": false,
"headline": "Merge pull request #49 from lumduan/docs/transcript-youtube-caveat",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-19T07:49:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6125a67046bc98c5e3f282009339d9599f88ebf2",
"body": "Transcript fetching is built for a filtered set (a company/quarter), not the full\n~9,520-video archive, and defaults to low concurrency (3). Blocked/missing\ntranscripts return None; pass proxies={\"http\":...,\"https\":...} if the host IP is\nblocked. (CLAUDE.md inventory was also refreshed locally — it is gitignored.)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): note YouTube rate-limit/IP-block caveat for transcripts",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T07:48:28Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "dd0fdd55be2bb10c642518c8e84998b500133b12",
"body": "…ripts\n\nfeat: Thai YouTube transcripts for earnings calls (release 0.6.0)",
"is_bot": false,
"headline": "Merge pull request #48 from lumduan/feat/earnings-call-youtube-transc…",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-19T07:42:39Z",
"body_truncated": false,
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"oid": "fa63ecec7a724d084e2c02534f2240185564fd8a",
"body": "Each recorded OPPDAY earnings call is a Thai-language YouTube video; this adds\nfetching its transcript as a plain string for AI/LLM use, behind a new optional\n`transcript` extra (youtube-transcript-api), lazily imported.\n\n- settfex/utils/youtube_transcript.py: fetch_youtube_transcript(video_id,\n la\n[…]\nook/CHANGELOG.\n\nVerified live: a real OPPDAY video returns ~6.3k chars of Thai transcript;\nvideos without Thai captions return None gracefully.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(set): Thai YouTube transcripts for earnings calls (0.6.0)",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T07:41:20Z",
"body_truncated": true,
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{
"oid": "4b7741ead4f0450009f0e3db14ebe5428996e427",
"body": "…ogress\n\nfeat: concurrent fetch_all earnings calls + progress bar (release 0.5.0)",
"is_bot": false,
"headline": "Merge pull request #47 from lumduan/feat/earnings-call-fetch-speed-pr…",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-19T07:16:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca686574a78eee94f7b985a610e1e548550761a1",
"body": "Fetching the whole OPPDAY archive was slow: fetch_all_earnings_calls paginated\nsequentially with a 0.3s throttle between every page (~191 serial requests, ~150s\nfor all 9520 records). Now it learns the total from page 1 and fetches the rest\nconcurrently (bounded by max_concurrency, default 5), reass\n[…]\nted.\n- Version 0.5.0; tqdm added to the progress/examples extras + dev group; mypy\n override for tqdm. Docs/README/notebook/CHANGELOG updated.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(set): concurrent fetch_all_earnings_calls + progress bar (0.5.0)",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T07:14:39Z",
"body_truncated": true,
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{
"oid": "e63dd731863eea1730e9ba251be69fcade129d1f",
"body": "fix: tolerate null industry + add OPPDAY detail-by-id getter (release 0.4.1)",
"is_bot": false,
"headline": "Merge pull request #46 from lumduan/fix/earnings-call-null-industry",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-19T06:26:39Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "1d19c6329f59e7981a100272a2bb83b5db5e309e",
"body": "Patch release: tolerate `industry: null` in OPPDAY items (large page_size / deep\npages no longer raise), add get_earnings_call_detail(id), and harden the detail\nmodel's YouTube handling.\n\n- pyproject.toml + settfex/__init__.py: 0.4.0 -> 0.4.1\n- uv.lock: settfex pin -> 0.4.1\n- CHANGELOG.md: [0.4.1] section (Added + Fixed)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(release): 0.4.1",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T06:25:23Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e0caccde1610f0d25127bf1b46970d6e6b7b10ce",
"body": "- Add EarningsCallService.fetch_earnings_call_detail(id) and the top-level\n get_earnings_call_detail(id) convenience — fetch one OPPDAY presentation\n directly by its id (the number in a /vdo/{id} URL), without a list+enrich.\n- EarningsCallDetail: add image_path and derived youtube_video_id / youtu\n[…]\ny whitespace from video_link\n (a few legacy records, e.g. vdo/6319, embed a newline mid-URL).\n- Export get_earnings_call_detail; tests + docs.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(set): fetch OPPDAY detail by id + robust detail youtube",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T06:25:17Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "263f010e3c26277114ad284595ddf365b9125749",
"body": "The OPPDAY list returns `industry: null` for a handful of newly-listed companies\n(e.g. ISTORE22), so fetching deeper pages or a large page_size raised a\nValidationError — `EarningsCallItem.industry` was a required string. Make it\n`str | None`.\n\nAlso corrects a wrong doc note: `page_size` is NOT capp\n[…]\ne request); the earlier \"rejected above ~100\" claim was actually this\nnull-industry validation error.\n\nRegression test added; full suite green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(set): tolerate null industry in earnings-call items",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T06:17:04Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "326f59a9a81a80303a0d53d3e441a26d86758f2f",
"body": "feat: SET Earnings Call (Opportunity Day) service + AsyncDataFetcher POST (release 0.4.0)",
"is_bot": false,
"headline": "Merge pull request #45 from lumduan/feature/set-earnings-call",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-19T05:59:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d88b6e3a32fdef44202ae18e11d5f4d7c0a29e86",
"body": "Bump version to 0.4.0 for the Earnings Call (Opportunity Day) service and the\nAsyncDataFetcher POST support (both backward-compatible feature additions).\n\n- pyproject.toml + settfex/__init__.py: 0.3.0 -> 0.4.0 (kept in sync)\n- uv.lock: settfex pin -> 0.4.0\n- CHANGELOG.md: promote [Unreleased] -> [0.4.0] - 2026-06-19; add empty [Unreleased]\n- README.md: add a Changelog pointer section\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(release): 0.4.0",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T05:57:42Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f70a556d48688a74b5f2ebd0134ee73434aa1253",
"body": "- docs/settfex/services/set/earnings_call.md (full service reference)\n- README: SET services entry + \"Get Earnings Call Calendar\" usage block\n- examples/set/12_earnings_call.ipynb (fetch -> DataFrame -> filter -> CSV)\n- CHANGELOG: Unreleased entry for the service and the AsyncDataFetcher POST\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(set): document Earnings Call service + example notebook",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T05:45:21Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c87b08ccde1aea38631d4e655cc3a5b2a21e076d",
"body": "Fetch the SET \"Earnings Call (OPPDAY)\" calendar from the stateless\nopportunity-day backend (POST api.lcp.setgroup.or.th/api/v1/investor/search/archive)\nas typed Pydantic models plus an optional pandas DataFrame.\n\n- EarningsCallService: fetch_earnings_calls / _raw, bounded\n fetch_all_earnings_calls,\n[…]\ntail `period` (clock range,\n\"16:15 - 17:00\") surfaces separately as EarningsCallDetail.meeting_time.\n99% module test coverage; all HTTP mocked.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(set): add Earnings Call (Opportunity Day) calendar service",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T05:45:14Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "f322626acc547534e6a14d62d5917a5353725325",
"body": "Add keyword-only `method=\"GET\"` (default) and `json_body` to fetch(),\nfetch_json(), and _make_request(). POST runs through the standalone\n(sessionless) path and the existing NaN-rejecting JSON decoder, so the\nhardening plus retry/rate-limit logic apply to POST too. GET stays the\ndefault, keeping eve\n[…]\nvia a persistent session is intentionally\nunsupported (raises NotImplementedError) — the cookieless opportunity-day\nAPI uses use_session=False.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(utils): add opt-in POST support to AsyncDataFetcher",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-19T05:45:05Z",
"body_truncated": true,
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},
{
"oid": "9d8a5e11bc40d68264d5af8ba317f2c4347009b8",
"body": "feat(tfex): underlying-price service + release 0.3.0",
"is_bot": false,
"headline": "Merge pull request #44 from lumduan/feat/tfex-underlying-price",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-17T14:23:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "baf0bb66a4c5f69155c3a33f1de0bd50fa299920",
"body": "Bumps version (pyproject.toml + settfex/__init__.py) and adds the CHANGELOG\n0.3.0 section for the new TFEX underlying-price service (get_underlying_price /\nTFEXUnderlyingPriceService / UnderlyingPrice → GET /api/set/tfex/series/{symbol}/\nunderlying-price; the SET50 index spot for SET50 options/futures).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(release): 0.3.0",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T14:22:12Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "41a27e9c90b59d96f4f784c58aef014474005a19",
"body": "Add the two remaining \"Adding a New Service\" checklist items for the\nTFEX underlying-price service:\n\n- examples/tfex/03_underlying_price.ipynb — example notebook mirroring\n 02_trading_statistics.ipynb (intro/overview, basic fetch, field display,\n spot-vs-futures basis note, multi-series + pandas D\n[…]\n complete the checklist.\n\nService code/tests/constants/__init__ unchanged. Gate green:\nruff check + format, mypy --strict, pytest (158 passed).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(tfex): underlying-price verify script + example notebook",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T14:18:27Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "950a618dc39e5c80bbfbc53318b0806db6161df3",
"body": "Add a TFEX underlying-price service mirroring the trading-statistics\nservice: fetches the underlying instrument price for a TFEX series\n(for SET50 index options/futures, that is the SET50 index).\n\n- constants: TFEX_UNDERLYING_PRICE_ENDPOINT\n (/api/set/tfex/series/{symbol}/underlying-price)\n- underl\n[…]\nn, nullable fields, missing-field\n ValidationError, raw non-dict guard, and NaN-rejection\n (ResponseParseError). New module at 100% coverage.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(tfex): add underlying-price service",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T13:59:34Z",
"body_truncated": true,
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},
{
"oid": "b697ed1bc75c9385628b8ab3f56ae84f229dc5bc",
"body": "fix(release): repair GitHub Release step (changelog notes via body_path)",
"is_bot": false,
"headline": "Merge pull request #43 from lumduan/fix/release-changelog-notes",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-17T08:02:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0cc14456c559aafcad5342fe0089866ed1d590b",
"body": "… step)\n\nThe github-release job failed at 'Extract changelog section' with\n'Invalid value. Matching delimiter not found CHANGELOG_EOF'. The notes were\nwritten with .strip() (no trailing newline), so piping the file into the\n$GITHUB_OUTPUT 'notes<<CHANGELOG_EOF' heredoc glued the closing delimiter on\n[…]\nase via body_path. Also write a trailing\nnewline for good measure. Verified: extraction yields the [x.y.z] body and the\nfile ends in a newline.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(release): write changelog notes via body_path (fix GitHub Release…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T07:59:31Z",
"body_truncated": true,
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{
"oid": "8606b124f063059ebc59df011686d9a107d59f59",
"body": "docs(release): single tag-driven publish path (resolve dual-publish)",
"is_bot": false,
"headline": "Merge pull request #42 from lumduan/chore/single-release-path",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-17T07:41:16Z",
"body_truncated": false,
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{
"oid": "6cf0542fb90dc78cfc2a8f786d60b4b5ea027443",
"body": "Resolves the dual-publish ambiguity (a maintainer's local twine uploader vs the\ntag-triggered release.yml). release.yml already publishes via OIDC Trusted Publisher\nwith skip-existing, so it is the one canonical, auditable PyPI path.\n\n- RELEASING.md: documents the single flow (bump -> CHANGELOG -> m\n[…]\ned) was realigned to\nonly validate + push the tag instead of running twine, so it now feeds the same single\npath rather than competing with it.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(release): document the single tag-driven publish path",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T07:38:03Z",
"body_truncated": true,
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{
"oid": "fc5d6f1dd851e42a38a196aab7389dfd468f7e35",
"body": "Hardening pass: financial-data robustness, concurrency fixes, and 0.2.1 release",
"is_bot": false,
"headline": "Merge pull request #31 from lumduan/claude-settfex-overhaul",
"author_name": "candythink",
"author_login": "lumduan",
"committed_at": "2026-06-17T07:23:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d181b44d073a5de2bf826add44b9b30c977078f",
"body": "Patch release: robustness + concurrency hardening, no public API changes.\nBumps version to 0.2.1 (also syncs settfex/__init__.py __version__, which was\nstale at 0.1.0) and adds the [0.2.1] CHANGELOG section.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(release): 0.2.1",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T07:15:14Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "0a2c6a2e452b998ec5aea636d01c2105d06eec91",
"body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: add COMPREHENSIVE_AUDIT.md for the hardening pass",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T07:04:55Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "79301e320b8b89b1d86cf5ce796a95b17b3d06ee",
"body": "- New TFEX test suites (previously 0% covered) verifying happy-path validation,\n ValidationError on missing required fields, and the ResponseParseError raised by\n the new non-dict shape guard that replaced 'assert isinstance(data, dict)'.\n- End-to-end NaN-rejection tests on the shareholder (single\n[…]\nel) and financial\n (list-model) services proving a NaN numeric field is rejected with symbol context\n instead of silently entering the model.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test: regression tests for malformed/NaN/partial API responses",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T07:01:48Z",
"body_truncated": true,
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},
{
"oid": "3514395b488f7713f5959132a7e05598c97da9f1",
"body": "…d cache init\n\nensure_initialized() was unguarded: under a concurrent cold start, every coroutine\npassed the 'not initialized' check before any finished warming up, firing one full\nwarmup round-trip each (demonstrated: 25 round-trips for 25 concurrent callers, which\nalso risks tripping bot detection\n[…]\nche() to asyncio.to_thread so cold cache init never blocks\nthe event loop. Added tests/utils/test_session_manager.py (concurrency + singleton).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(session): serialize warmup to prevent cold-start stampede; offloa…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T06:57:53Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "686b49dfdecc3aaca1f517b2a2c1bc93da9693c4",
"body": "The 11-entry default header dict was rebuilt as a literal on every fetch() call.\nMoved it to a module-level constant copied per request (dict(_DEFAULT_FETCH_HEADERS)),\nwhich keeps per-request mutation isolation while avoiding the literal rebuild.\nMicro-benchmarked at ~0.38us -> ~0.16us per call (negligible vs network I/O, but a\nzero-risk cleanup of a named hot-path allocation).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf(data_fetcher): hoist static request headers to module constant",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T06:57:46Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "77827802a0d5253ec4e3403bcf57ec9a0eee967c",
"body": "…helper\n\nAll 13 SET services (stock list + 11 stock services + financial) now decode via\nparsing.decode_json (rejects NaN/Infinity; symbol+endpoint context on bad JSON)\nand validate via validate_or_raise / validate_list_or_raise, which add per-item\nindex context and preserve the original ValidationE\n[…]\nThree over-specific JSONDecodeError test assertions updated to the new\ncontext-rich ResponseParseError (now also asserting the symbol appears).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(set): route all service parsing through hardened decode/validate …",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T06:51:46Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "69de09b0a2255a30052830d6a224c53b24ae8c4d",
"body": "…uard\n\nBoth TFEX services now validate through parsing.validate_or_raise (context-rich\nerrors) and replace 'assert isinstance(data, dict)' -- which is stripped under\npython -O and yields a context-free AssertionError -- with an explicit\nResponseParseError carrying the series symbol/endpoint.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(tfex): validate via helper and replace unsafe assert with shape g…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T06:51:35Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "3de2b3c6a45b1bcf6fc2b4ab6ce035e206952532",
"body": "…ontext)\n\nfetch_json now routes through parsing.decode_json, so the shared JSON entry\npoint used by the TFEX services rejects NaN/Infinity literals (previously\naccepted silently) and raises ResponseParseError with the request URL in the\nmessage instead of a context-free JSONDecodeError. Tests updated to assert the\nnew context-rich error plus a NaN-rejection regression case.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(data_fetcher): decode JSON via hardened helper (reject NaN, add c…",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T06:51:27Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "743c0871b440fa735f3eccb9a2d1f1f4ef036156",
"body": "New internal settfex/utils/parsing.py centralizes the decode -> validate step\nshared by every SET/TFEX service:\n\n- decode_json() rejects NaN/Infinity/-Infinity literals (default json.loads\n accepts them, letting a non-finite price/PE/margin flow silently into a\n model -- the main silent-corruption\n[…]\nr type for callers.\n\nBenchmarked: parse_constant adds ~0.5% (noise) on finite payloads;\nmodel_validate matches Model(**d). 18 unit tests added.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(utils): add context-rich JSON decode + validation helpers",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T06:51:16Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ea6e358a6811a4b8e13b2c740fd82288fc231bb2",
"body": "Standardized project tooling carried over from the Python project template:\npre-commit config, SECURITY/CONTRIBUTING/CODE_OF_CONDUCT docs, issue/PR\ntemplates, dependabot + security CI, .editorconfig, and ruff B/SIM rules +\ncoverage floor (--cov-fail-under=45) in pyproject. Includes cosmetic SIM\nternary refactors in session_manager/session_cache and a SIM117 nested-with\nfix in the data-fetcher tests.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: adopt Python project template tooling",
"author_name": "batt",
"author_login": "lumduan",
"committed_at": "2026-06-17T06:30:36Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "edcd685073c529847bcd87645ad95e80f9b8cc16",
"body": "🔧 fix: resolve all 23 mypy type errors for CI green",
"is_bot": false,
"headline": "Merge pull request #30 from lumduan/fix/mypy-type-errors",
"author_name": "candythink",
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"committed_at": "2026-06-09T14:16:10Z",
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"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": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "75 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"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": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 71,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.99,
"agent_instruction_files": [
".github/instructions/core-architectrual-principles.instructions.md",
".github/instructions/documentation-standards.instructions.md",
".github/instructions/file-organization.instructions.md",
".github/instructions/git-commit.instructions.md",
".github/instructions/python-dependency-management.instructions.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 20891
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/instructions/core-architectrual-principles.instructions.md, .github/instructions/documentation-standards.instructions.md, .github/instructions/file-organization.instructions.md, .github/instructions/git-commit.instructions.md, .github/instructions/python-dependency-management.instructions.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/instructions/core-architectrual-principles.instructions.md, .github/instructions/documentation-standards.instructions.md, .github/instructions/file-organization.instructions.md, .github/instructions/git-commit.instructions.md, .github/instructions/python-dependency-management.instructions.md, CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "99 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 99,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 69,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"settfex/py.typed"
],
"agent_commit_share": 0.59,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "settfex/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "settfex/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "59 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 59,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 47064,
"source_files_sampled": 100,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (settfex/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "settfex/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/100 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 100,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:settfex@0.14.0; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-22T03:25:08.363191Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/lumduan/settfex.svg",
"full_name": "lumduan/settfex",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.26.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.