Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-24 20:44 UTC
hung12ct / gopheragent
Go/Golang multi-agent LLM framework — ReAct loops, parallel tool calls, streaming, sub-agents, and pluggable Anthropic / OpenAI / Gemini providers.
hung12ct/gopheragent має індекс здоров’я 57 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (80/100), найнижчий — Community & Adoption (27/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
57
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
57
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Власність
hung12ctОсобистий обліковий запис
1 підписник9 публічних репозиторіївз бер. 2019 р.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| Go | github.com/hung12ct/gopheragent | v0.34.0 | - | 54 | 0 днів тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
78
Активність розробки
72Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 7.6/36 | Ритм комітів — 11/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 339 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 339 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 11 |
Дисципліна релізів
88Відмінний
Як обчислюється оцінка
| 16.2/27 | Випускає релізи — 54 тегів версій (без релізів GitHub) |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~7,3 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 54 |
| latest_release_tag | v0.34.0 |
| releases_from_tags | так |
| days_since_latest_release | 0 |
| mean_days_between_releases | 7,3 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
27
Популярність і впровадження
1Критичний
Як обчислюється оцінка
| 0/60 | Зірки — 2 зірок |
| 0/25 | Форки — 0 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
Використані вхідні дані
| forks | 0 |
| stars | 2 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
57Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
50
Стійкість мейнтейнерів (бас-фактор)
10Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 0/22.5 | Розподіл комітів — головний контриб’ютор — автор 100% комітів |
| 1.4/13.5 | Широта контриб’юторів — 1 контриб’юторів |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Реактивність на issue та PR
71Добрий
Як обчислюється оцінка
| 0/46.8 | Вирішення issue — немає issue або даних |
| 38/38.3 | Прийняття PR — злито 132/133 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/8 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 132 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 1 |
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue. Залишкові ваги перенормовано.
Власність та опіка
39У зоні ризику
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 2.2/25 | Охоплення власника — 1 підписників у hung12ct |
| 19.3/25 | Послужний список — 9 публічних репозиторіїв, вік облікового запису ~7 р. |
Використані вхідні дані
| followers | 1 |
| owner_type | User |
| is_verified | — |
| owner_login | hung12ct |
| public_repos | 9 |
| account_age_days | 2 692 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у go |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 54 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | github.com/hung12ct/gopheragent |
| ecosystems | go |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
80
Інженерні практики
84Добрий
Як обчислюється оцінка
| 24/24 | Процеси CI — 1 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — .golangci.yml |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | ні |
Документація
75Добрий
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://pkg.go.dev/github.com/hung12ct/gopheragent |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 19 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | agent, ai-agent, anthropic, framework, gemini, go, golang, llm, multi-agent, openai, chatbot, agent-framework, agentic, agents, ai-agents, function-calling, llm-framework, multiagent, tool-use |
| has_wiki | так |
| homepage | https://pkg.go.dev/github.com/hung12ct/gopheragent |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
45
Стан безпеки
45У зоні ризику
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/8 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — 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 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 32 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,5 |
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
62
Контекст і настанови для агентів
40У зоні ризику
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 40/40 | Читабельна історія комітів — намір зазначено у 99 з 100 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,99 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — .golangci.yml |
| 11/11 | Статична перевірка типів — Go (статично типізована) |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | go.sum |
| has_dockerfile | ні |
| typed_language | так |
| bootstrap_files | Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
100Відмінний
Як обчислюється оцінка
| 45/45 | Типізований код — Go (статично типізована) |
| 55/55 | Керовані розміри файлів — 0/243 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Go |
| largest_source_bytes | 44 792 |
| source_files_sampled | 243 |
| oversized_source_files | 0 |
Машиночитні інтерфейси
40У зоні ризику
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
Використані вхідні дані
| example_dirs | examples |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
2зірок GitHub
1контриб'юторів
339комітів за останні 12 місяців
0днів від останнього пушу
54релізів
1бас-фактор
0відкритих issue
Goпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Докладніше
OpenSSF Scorecard 4.5 / 10
4.5сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/8 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 32 existing vulnerabilities detected |
Прямі залежності 8
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| Go | github.com/anthropics/anthropic-sdk-go | v1.27.1 | go.mod |
| Go | github.com/go-sql-driver/mysql | v1.9.3 | go.mod |
| Go | github.com/joho/godotenv | v1.5.1 | go.mod |
| Go | github.com/sashabaranov/go-openai | v1.41.2 | go.mod |
| Go | go.opentelemetry.io/otel | v1.29.0 | go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.29.0 | go.mod |
| Go | google.golang.org/genai | v1.52.1 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
Усі залежності не зібрано
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"agent",
"ai-agent",
"anthropic",
"framework",
"gemini",
"go",
"golang",
"llm",
"multi-agent",
"openai",
"chatbot",
"agent-framework",
"agentic",
"agents",
"ai-agents",
"function-calling",
"llm-framework",
"multiagent",
"tool-use"
],
"is_fork": false,
"size_kb": 1324,
"has_wiki": true,
"homepage": "https://pkg.go.dev/github.com/hung12ct/gopheragent",
"languages": {
"Go": 1299139,
"Makefile": 5099
},
"pushed_at": "2026-07-24T16:09:30Z",
"created_at": "2026-04-01T08:02:54Z",
"owner_type": "User",
"updated_at": "2026-07-24T16:09:30Z",
"description": "Go/Golang multi-agent LLM framework — ReAct loops, parallel tool calls, streaming, sub-agents, and pluggable Anthropic / OpenAI / Gemini providers.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": null,
"name": null,
"type": "User",
"login": "hung12ct",
"company": null,
"location": null,
"followers": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/48434938?v=4",
"created_at": "2019-03-11T09:24:28Z",
"is_verified": null,
"public_repos": 9,
"account_age_days": 2692
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.34.0",
"kind": "minor",
"published_at": "2026-07-24T15:13:01Z"
},
{
"tag": "v0.33.0",
"kind": "minor",
"published_at": "2026-07-18T18:37:46Z"
},
{
"tag": "v0.32.1",
"kind": "patch",
"published_at": "2026-06-29T07:49:06Z"
},
{
"tag": "v0.32.0",
"kind": "minor",
"published_at": "2026-06-06T16:55:44Z"
},
{
"tag": "v0.31.5",
"kind": "patch",
"published_at": "2026-06-06T01:22:45Z"
},
{
"tag": "v0.31.4",
"kind": "patch",
"published_at": "2026-05-31T14:15:21Z"
},
{
"tag": "v0.31.3",
"kind": "patch",
"published_at": "2026-05-31T10:45:37Z"
},
{
"tag": "v0.31.2",
"kind": "patch",
"published_at": "2026-05-31T10:18:26Z"
},
{
"tag": "v0.31.1",
"kind": "patch",
"published_at": "2026-05-31T08:51:36Z"
},
{
"tag": "v0.31.0",
"kind": "minor",
"published_at": "2026-05-20T08:54:46Z"
},
{
"tag": "v0.30.0",
"kind": "minor",
"published_at": "2026-05-20T08:15:06Z"
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"headline": "docs(changelog): v0.33.0 — pkg/llm per-provider subpackages (breaking…",
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"body": "…import alias",
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"headline": "docs(llm): fix stale NewOpenAICompatProvider ref; drop redundant SDK …",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
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"body": "pkg/llm/anthropic, pkg/llm/openai, pkg/llm/gemini — importing one vendor no\nlonger links the other two SDKs. Adds WithTemperature/WithTopP (+ WithSeed on\nOpenAI/Gemini) sampling options. Breaking: import paths and constructor names.",
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"headline": "refactor(llm)!: split providers into per-vendor subpackages",
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"headline": "Merge pull request #129 from hung12ct/feat/okf-knowledge-base-filtering",
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{
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"body": "…wledge base\n\nStrip YAML frontmatter from injected docs, surface type/title/tags as\n<file> attributes, and add KBFilter to load only matching concepts.\nZero filter preserves existing load-all behavior.",
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"headline": "feat(builder): OKF frontmatter parsing and type/tag filtering for kno…",
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"body": "…nt-result\n\nfix(agent): anti-loop counts same-args streak regardless of result",
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"headline": "Merge pull request #128 from hung12ct/fix/anti-loop-same-args-differe…",
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"body": "Sub-agent tools wrap their own LLM, so identical args yield a different\nresult hash each run; the same-args counter no longer requires a matching\nresult, so such loops now warn and hard-stop instead of running to MaxIters.",
"is_bot": false,
"headline": "fix(agent): anti-loop counts same-args streak regardless of result",
"author_name": "Hung Nguyen",
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"committed_at": "2026-06-29T07:47:21Z",
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"headline": "docs(changelog): v0.32.0 — PlanProposal payload (breaking) + SQL cell…",
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"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-06T16:54:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47c1bdde40e836f1cb427c02b8c469a3a5e9fb86",
"body": "Adds an opt-in per-cell redactor applied to the model-facing preview only.\nIt deep-copies the redacted rows, so OnSQL, tools.Result.Structured, and the\nhost grid keep full-fidelity values while the model sees masked ones. nil\n(default) is a zero-allocation no-op.",
"is_bot": false,
"headline": "feat(sql-agent): WithCellRedactor to mask result values before the LLM",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T16:50:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "079db5d909bdbcf9be9f235cbe6f3a830c241296",
"body": "feat(agent)!: structured plan payload via PlanProposal",
"is_bot": false,
"headline": "Merge pull request #126 from hung12ct/feat/structured-plan-payload",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-06T05:35:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f68fee2d0c96ffda1b663024f0a0a0d28b4e719d",
"body": "ConfirmPlanFunc now takes PlanProposal{Plan, RawArgs} instead of a plain\nstring, so a host registering a structured exit_plan_mode tool can\nunmarshal typed steps from RawArgs without parsing markdown. Plan still\ncarries the built-in tool's markdown for the common case.\n\nBREAKING: ConfirmPlanFunc signature changed.",
"is_bot": false,
"headline": "feat(agent)!: structured plan payload via PlanProposal",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T05:33:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "828ca578928d4e1b38ce969d2fae943ebf45a3e2",
"body": "…m cancel classification",
"is_bot": false,
"headline": "docs(changelog): v0.31.5 — anti-loop cross-turn hard-stop + mid-strea…",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:22:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "41d2b736163439ccff22656d87e80b57e9bfe2e7",
"body": "…fication\n\nfix(agent): classify mid-stream cancel as ErrContextCancelled",
"is_bot": false,
"headline": "Merge pull request #124 from hung12ct/fix/ctx-cancel-midstream-classi…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:20:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f51a171c289a8312d2cae6964cf7c68c0f2cf606",
"body": "…eseed\n\nrefactor(agent): derive anti-loop warning marker from shared prefix",
"is_bot": false,
"headline": "Merge pull request #125 from hung12ct/fix/anti-loop-warning-poisons-r…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:20:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7036cbbd8b751d71fcb2e65582de3c120a4427a",
"body": "The strip marker and the two Detect warning format strings now share\nloopWarnPrefix, so rewording the warning can't silently break the\ncross-turn strip. Add a guard test driven by real Detect output.",
"is_bot": false,
"headline": "refactor(agent): derive anti-loop warning marker from shared prefix",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:16:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de5fe487a7216a774c1d977e4dcb2f1562b52c01",
"body": "A cancel landing while the provider stream is in flight returned a\nprovider error wrapped as LLMFailureError, so errors.Is(err,\nErrContextCancelled) missed it and a user Stop rendered as a model error.\nReclassify it before the wrap, mirroring the pre-call cancel path.",
"is_bot": false,
"headline": "fix(agent): classify mid-stream cancel as ErrContextCancelled",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:09:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab87ae98b96bdb757614a0297bef85f03c870ce3",
"body": "…eseed\n\nfix(agent): strip anti-loop warning before cross-turn re-seed hash",
"is_bot": false,
"headline": "Merge pull request #123 from hung12ct/fix/anti-loop-warning-poisons-r…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:08:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f09ea8c85dfe7ce9dd4c8a0319c7dd871ee8def3",
"body": "The injected [SYSTEM WARNING] embeds a consecutive-call count, so persisted\ntool results hashed differently when loopDetectorFromHistory re-seeded across\nturns, making the kill threshold unreachable. Strip the suffix on re-seed to\nrestore byte-identity with the live AddCall path.",
"is_bot": false,
"headline": "fix(agent): strip anti-loop warning before cross-turn re-seed hash",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:05:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "30ab1e9a064df2e5d8f0643d08213e13f381e288",
"body": null,
"is_bot": false,
"headline": "docs(changelog): v0.31.4 — WithLLMPreviewRows",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:15:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "515c3d147519608783e35f09acd7fbfaf44ea184",
"body": "Feat/sql agent llm preview rows",
"is_bot": false,
"headline": "Merge pull request #122 from hung12ct/feat/sql-agent-llm-preview-rows",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:14:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b41bb4440ec9aff81981d9939826a86e89f8cd40",
"body": "style: gofmt router_test.go comment alignment",
"is_bot": false,
"headline": "Merge pull request #121 from hung12ct/style/router-test-gofmt",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:13:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7af6f332cbbeb05366ab29cbfa58d6dc9f7479d3",
"body": "Pre-existing staticcheck finding surfaced when the package cache was\ninvalidated; no behavior change.",
"is_bot": false,
"headline": "refactor(builtin): fmt.Fprintf over WriteString(fmt.Sprintf) (QF1012)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:10:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9124dfb09de20b0f9eee384f71c4b1d894d1f19f",
"body": "…eads\n\nDecouples LLM-visible rows from the full set emitted to the OnSQL hook and\ntools.Result.Structured. Opt-in (n<=0 = no-op, no behavior change); when\nset, only the first n rows are marshaled into the model context with the\ntrue RowCount and Truncated set so it knows it saw a sample.",
"is_bot": false,
"headline": "feat(builtin): add WithLLMPreviewRows to cap rows the sub-agent LLM r…",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:10:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b386c72e0290d0d40582afaa1ea5c5ec2a4c0223",
"body": "Trailing-comment realignment left over from the S1025 fix in #120\n(make lint does not run gofmt, so it slipped through).",
"is_bot": false,
"headline": "style: gofmt router_test.go comment alignment",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T12:05:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a728ccf66f078a61ccbcd3c6b587e6fde234e39",
"body": "Style/gofmt cleanup",
"is_bot": false,
"headline": "Merge pull request #120 from hung12ct/style/gofmt-cleanup",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T12:00:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a5ada37c087e2efef1966c7fe4b3e7b9ea797be",
"body": "Remove dead fields/const/func (unused) and apply staticcheck quickfixes\n(De Morgan, tagged switch, merged assignment, string conversion). No\nbehavior change; full suite green.",
"is_bot": false,
"headline": "refactor: clear unused and staticcheck lint findings",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:54:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9bcc9589a1ae8c7a2d140b95f8fe07dd4b8f9435",
"body": "errcheck excludes conventional no-action calls (Close, fmt.Fprint*,\nos.Remove cleanup, deferred SDK stream Close) and skips test setup;\nissue caps lifted so repeats are not silently hidden.",
"is_bot": false,
"headline": "build: add golangci-lint v2 config",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:53:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cae7716233ea64b0efecce53943b49c8bea427fe",
"body": "The comment documented SQL's '' and backtick-doubling escapes literally;\ngofmt's TeX-style quote substitution would rewrite those pairs into curly\nquotes and corrupt the meaning. Reword to describe the escape without the\ntrigger pairs, keeping the file gofmt-clean.",
"is_bot": false,
"headline": "docs(builtin): reword scanQuoted comment to be gofmt-stable",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:39:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff53f197e44b2169c9c85c9795f76a26cddde2e1",
"body": "Formatting only (alignment, line-grouping, blank lines) — no logic\nchange; full suite green. Excludes sql_validate.go, handled separately.",
"is_bot": false,
"headline": "style: gofmt remaining tracked files",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:38:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1fe6fc6fdecd2c4352170ce14a0d011ee28d4bf5",
"body": "Whitespace-only: struct-field realignment and trailing-newline trim on\nthe two files touched this session. No logic change.",
"is_bot": false,
"headline": "style(agent,builtin): gofmt sql_agent.go and memory_test.go",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:20:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d8404c0312b1953e8d171e5fc639fd4f9bfe583",
"body": null,
"is_bot": false,
"headline": "docs(changelog): v0.31.3 — SQL-agent result contract + RowCount",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:45:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f91900313a9a9dc5b173fce2aa56278f0cb8f79d",
"body": "Fix/sql agent result contract",
"is_bot": false,
"headline": "Merge pull request #119 from hung12ct/fix/sql-agent-result-contract",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:44:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0e31aa9ce36602cfe38e06413afc49b05c7f1d9",
"body": "…tured rows\n\nThe tool described itself as returning structured data but returned only\nthe sub-agent's prose answer, so a parent agent looped trying to extract\nverbatim rows for export. Describe it honestly (written answer, not raw\nrows) and attach the captured SQLResult on tools.Result.Structured for\nhost integrations.",
"is_bot": false,
"headline": "fix(builtin): honest call_sql_agent contract — written answer + struc…",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:41:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7d305131267b34e814c5197a34aad402356240e",
"body": "The OnSQL hook fired without row-count or execution time even though\nSQLResult already carried both. Add RowCount + ExecutionMs to\nSQLQueryEvent and populate them at the makeEmitFunc chokepoint.",
"is_bot": false,
"headline": "feat(builtin): surface RowCount and ExecutionMs on SQLQueryEvent",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:41:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "256db12780932db942774676cbfab6dbfc4e1c2d",
"body": null,
"is_bot": false,
"headline": "docs(changelog): v0.31.2 — tool-call CorrelationID",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:18:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a2f35e79e5b7e3fd774f90924f4b0571d54aa1fe",
"body": "fix(agent): persist tool-call CorrelationID for reload-stable rendering",
"is_bot": false,
"headline": "Merge pull request #118 from hung12ct/fix/tool-call-correlation-id",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:16:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b5cb06f59cbd58be720c171a40e66e7f023e40d8",
"body": "Live events expose the opaque per-dispatch callID while the persisted\ntool row carried only the provider tCall.ID — disjoint namespaces, so\nconsumer-rendered artifact cards could not re-match after reload. Add\nhistory.Message.CorrelationID stamped with callID; ToolCallID stays the\nprovider ID for tool_use/tool_result adjacency.",
"is_bot": false,
"headline": "fix(agent): persist tool-call CorrelationID for reload-stable rendering",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:12:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8fc45da8247cfc5ac97b48bcfdfa2f901f5c3457",
"body": null,
"is_bot": false,
"headline": "docs(changelog): v0.31.1 — consolidator strict-schema fix",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T08:51:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d17a408c89968210dab6cb05e389d16b6583ee0a",
"body": "…required\n\nfix(agent): add tags to consolidator schema required array",
"is_bot": false,
"headline": "Merge pull request #117 from hung12ct/fix/consolidator-schema-strict-…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T08:50:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a0c649bb021f98aec135c84cc620b751512f8c34",
"body": "OpenAI strict structured-outputs requires every declared property in\nrequired; tags was missing, silently no-oping memory consolidation on\nOpenAI. Add regression test asserting the invariant recursively.",
"is_bot": false,
"headline": "fix(agent): add tags to consolidator schema required array",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T08:49:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "770fb148aa4d92d2fa995b76eb678764959a892f",
"body": "…-func\n\nRefactor/builtin tools register func",
"is_bot": false,
"headline": "Merge pull request #116 from hung12ct/refactor/builtin-tools-register…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:54:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33a2b4a26ace3977c953afe6914abcc122171719",
"body": null,
"is_bot": false,
"headline": "refactor(builtin): rename file_read shadowed 'cap' to 'limit'",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:42:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97e5feaf4eb2d92b93250029924ab1347c9f9bd9",
"body": "exit_plan_mode, show_media, read_url, file_read, web_search shed\ntheir struct + Descriptor + Execute boilerplate. tools.Registerer\ninterface lets RegisterFunc target both *tools.Registry and\n*builder.GlobalCatalog. Breaking: NewFooTool constructors removed.\nYAML configs unaffected (lookup by name).",
"is_bot": false,
"headline": "refactor(builtin)!: migrate 5 tools to tools.RegisterFunc (v0.31.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:38:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e647b695b4c479714316df05a8719791dbb985c",
"body": "Feat/v030 ergonomics ops",
"is_bot": false,
"headline": "Merge pull request #115 from hung12ct/feat/v030-ergonomics-ops",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:15:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c162ba5ddf6c3a1d5bc8abb278348e3b72202266",
"body": "Move emit to deferred cleanup in runLogicLoop AND continueLogicLoop\nvia installRunCostAccumulator helper. Drops the inline emit from\nhandleFinalAnswer so MaxIters / MaxToolCallsPerSession / fatal LLM\nerrors / Continue / Regenerate all surface cost too.",
"is_bot": false,
"headline": "fix(cost): emit RunCostEvent on all terminal paths",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:00:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71ebf4d05a79410dba73c2bf85b9383e2c726230",
"body": "Five additive primitives: llmfake.ScriptedProvider, tools.RegisterFunc,\nBudgetTracker.Rewind, AgentLoop.Shutdown, PriceTable + RunCostEvent.\nAll opt-in, zero hot-path cost when unused. No breaking changes beyond\nEventVisitor (same v0.22 convention).",
"is_bot": false,
"headline": "feat: ergonomics + ops bundle (v0.30.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T07:46:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "874969304fbc1ea404512191047e67bfa6a0d6c5",
"body": "New Consolidator.FirePolicy{Disabled, NTurns, MinInterval} with\nper-scope state. DefaultFirePolicy = {MinInterval: 10m} so adopters\nwho wire WithMemoryConsolidator don't accidentally pay one LLM call\nper turn. MinTranscriptMessages default raised 3 -> 6.\nBreaking default change.",
"is_bot": false,
"headline": "feat(memory)!: throttled Consolidator auto-fire (v0.29.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T06:28:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44bf91d37c781e8dc252945c7d5f5720220b9acf",
"body": "feat(memory): fail-closed empty scope + audit events (v0.28.0)",
"is_bot": false,
"headline": "Merge pull request #114 from hung12ct/feat/memory-scope-and-audit",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-20T06:01:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f0e34aa5a4968c1b504e0fd7cedeaa2f8a05834a",
"body": "MemoryScopeFunc returning \"\" now disables memory for that Run —\nloader skips, Consolidator skips, no audit event fires. Zero new\nAPI; the empty-string return is the contract. New typed events\nMemoryLoadedEvent (per-Run, includes Scope/NoteCount/EstimatedTokens)\nand MemoryConsolidatedEvent (post-Run, includes Scope/Before/After/\nError) ride the existing EventHandler chain.",
"is_bot": false,
"headline": "feat(memory): fail-closed empty scope + audit events (v0.28.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T05:39:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0f5ae18a4d37b2f00fbc49fd9bdc6f253cfc6a4",
"body": "feat(memory)!: bounded growth + merge-aware Consolidator (v0.28.0)",
"is_bot": false,
"headline": "Merge pull request #113 from hung12ct/feat/memory-bounded-and-merging",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-20T05:28:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c178a73e2dd4b2d29892a2828af98d2fd5163f61",
"body": "Closes the unbounded-growth + variable-key drift failure modes in\nv0.27.0. Store.List gains ListOpts (Limit/Tags/UpdatedAfter); new\nReplaceAll enables atomic merge. InMemStore now bounded by default\n(WithMaxNotesPerScope, DefaultMaxNotesPerScope=100). Consolidator\nreads existing notes + transcript, returns curated full set, atomic\nReplaceAll. Loader gains MemoryConfig{TokenBudget,MaxNotes}.\nBreaking: List/WithMemory/Consolidate signatures changed.",
"is_bot": false,
"headline": "feat(memory)!: bounded growth + merge-aware Consolidator (v0.28.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T05:25:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "96a2d7222872e7d438a54492c30759ed3ce35fcd",
"body": null,
"is_bot": false,
"headline": "docs(changelog): add v0.27.0 — cross-session memory",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T04:51:38Z",
"body_truncated": false,
"is_coding_agent": false
},
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"headline": "Merge pull request #112 from hung12ct/feat/pkg-memory-cross-session",
"author_name": "hung12ct",
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"body": "New pkg/memory (Note, Store, InMemStore) plus pkg/agent wiring:\nloader injects scoped notes into every Run's system prompt, optional\nConsolidator distills closed transcripts into notes via structured\noutput. Three opt-in options keep the disabled path zero-cost.",
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"headline": "feat(memory): cross-session memory with Loader + Consolidator",
"author_name": "Hung Nguyen",
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"headline": "Merge pull request #111 from hung12ct/docs/changelog-no-adopter-refs",
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"headline": "docs(changelog): add v0.26.3 + drop adopter-product names from entries",
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"headline": "fix(agent): seed loopDetector from history to catch cross-turn loops",
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"body": "Emit LimitExhaustedEvent with new Reason=incomplete_tool_use instead of\nkilling the turn, ship intact content, skip partial tool_use blocks.",
"is_bot": false,
"headline": "fix(llm/anthropic): recover from accumulate error on truncated tool_use",
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"body": "v0.25.0 only stamped a space on assistant+tool-calls messages, leaving\ntool-result rows and empty-stream assistant rows exposed. gpt-4.1 and\ngpt-5 reject both with \"expected a string, got null.\" Move the stamp to\na single chokepoint pre-append; multimodal user messages stay untouched.",
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"headline": "fix(llm/openai): stamp non-empty content on every role",
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"body": "feat(tools/builtin): harden SQL sub-agent against Gemini drift",
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"headline": "Merge pull request #107 from hung12ct/feat/sql-agent-gemini-hardening",
"author_name": "hung12ct",
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"body": "Imperative-negative safety contract + tightened HITL_BLOCKED prose so\nweakly-grounding models stop hallucinating destructive follow-ups and\nrespect denial. Adds WithProviderHint for adopter-specific addendums\nand a server-side bare \"SELECT *\" guard (WithAllowSelectStar to opt out).",
"is_bot": false,
"headline": "feat(tools/builtin): harden SQL sub-agent against Gemini drift",
"author_name": "Hung Nguyen",
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"body": "Refactor/tool interface collapse",
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"headline": "Merge pull request #106 from hung12ct/refactor/tool-interface-collapse",
"author_name": "hung12ct",
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"body": "Five integration-driven items on top of v0.24.0 — WithAllowDDL,\nSessionTitler, PatchDanglingToolCalls export + Anthropic sanitization,\nOpenAI GPT-5 content stamp, SQL sub-agent task-adherence directives.\nNo breaking changes.",
"is_bot": false,
"headline": "docs(changelog): record v0.25.0",
"author_name": "Hung Nguyen",
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"committed_at": "2026-05-17T09:02:48Z",
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"body": "SessionMeta gains an optional Title field surfaced on every Query\nresult. The new optional capability agent.SessionTitler{ SetTitle(ctx,\nkey, title) error } is implemented by InMem, File, MySQL, and the\nhistoryfake backends. MySQL adds an idempotent ALTER TABLE migration\nso existing tables upgrade in place. Empty title clears any\npreviously-recorded label. Pairs with builtin.GenerateTitle for\nsidebar / picker UIs.",
"is_bot": false,
"headline": "feat(history,agent): SessionMeta.Title + SessionTitler capability",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
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"body": "…applies it\n\nAdopters slicing session history for ad-hoc LLM calls (titling,\nsummarisation, classification) produced shapes that Anthropic rejected\nwith \"tool_use ids were found without tool_result blocks immediately\nafter.\" The internal sanitizer is now public, and the Anthropic\nconverter runs it on incoming memory so the converter is robust\nregardless of how the input slice was assembled. Zero behaviour change\nfor in-loop calls (the helper short-circuits when nothing is dangling).",
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"body": "The Go SDK tags ChatCompletionMessage.Content with omitempty, dropping\nempty strings from JSON entirely. GPT-5's stricter validator then 400s\nwith \"expected a string, got null\" on every intermediate tool-only turn.\nA single space passes omitempty and is a semantic no-op for the model.",
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"headline": "fix(llm/openai): stamp non-empty content on tool-call assistant messages",
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"body": "…ompt directives\n\nClassifySQL gains SQLKindDDL; CallSQLAgentTool.WithAllowDDL(bool) gates\nthe executor dispatch. Default false — orthogonal to WithAllowMutations.\nSystem prompt picks up two tail directives that pull weak instruction-\nfollowing models back onto the literal request and stop them echoing\npolicy text.",
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"headline": "feat(tools/builtin): opt-in DDL on SQL sub-agents + task-adherence pr…",
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{
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{
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{
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{
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{
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{
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"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "32 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
}
],
"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": 62,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.99,
"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": "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": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
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],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"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": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
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"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
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"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
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}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 44792,
"source_files_sampled": 243,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/243 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 243,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"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",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-24T20:44:44.325349Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/hung12ct/gopheragent.svg",
"full_name": "hung12ct/gopheragent",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — Go.