Cortex

Miradi inayofuata mazoea bora hapa chini inaweza kujihakikisha kwa hiari na kuonyesha kuwa wamepata nishani ya mazoea bora ya Open Source Security Foundation (OpenSSF).

Hakuna seti ya mazoea yawezayo kuhakikisha kuwa programu haitakuwa na kasoro au udhaifu; hata mbinu rasmi zinaweza kushindwa ikiwa vipimo au dhana ni sahihi. Wala hakuna seti ya mazoea yawezayo kuhakikisha kuwa mradi utaendelea kuwa na jamii ya maendeleo yenye afya na inayofanya kazi vizuri. Hata hivyo, kufuata mazoea bora kunaweza kusaidia kuboresha matokeo ya miradi. Kwa mfano, baadhi ya mazoea huwezesha ukaguzi wa watu wengi kabla ya kutolewa, ambayo inaweza kusaidia kupata udhaifu wa kiufundi ambao vinginevyo ni vigumu kupata na kusaidia kujenga uaminifu na hamu ya mwingiliano wa kurudia kati ya wasanidi programu kutoka makampuni tofauti. Ili kupata nishani, vigezo vyote vya LAZIMA na LAZIMA WALA USIWAHI lazima vifuatwe, vigezo vyote vya INAPASWA lazima vifuatwe AU visivyo fufufutiliana na thibitisho, na vigezo vyote vya PENDEKEZA lazima vifuatwe AU visivyo fufufutiliana (tunataka vifikiwe angalau). Ikiwa unataka kuingiza maandishi ya thibitisho kama maoni ya jumla, badala ya kuwa maelezo ya busara kwamba hali ni inakubaliwa, anza kifungu cha maandishi na '//' ikifuatiwa na nafasi. Maoni ni karibu kupitia tovuti ya GitHub kama masuala au maombi ya kuvuta Kuna pia orodha ya barua pepe kwa majadiliano ya jumla.

Tunafuraha kutoa habari katika lugha nyingi, hata hivyo, ikiwa kuna mgongano au kutokuwa na usawa kati ya tafsiri, toleo la Kiingereza ni toleo lenye mamlaka.
Ikiwa huu ni mradi wako, tafadhali onyesha hadhi ya nishani yako kwenye ukurasa wa mradi wako! Hadhi ya nishani inaonekana kama hii: Kiwango cha nishani kwa mradi 13836 ni silver Hapa ni jinsi ya kuiweka:
Unaweza kuonyesha hali ya nishani yako kwa kuweka hii katika faili yako ya markdown:
[![OpenSSF Best Practices](https://www.bestpractices.dev/projects/13836/badge)](https://www.bestpractices.dev/projects/13836)
au kwa kuweka hii katika HTML yako:
<a href="https://www.bestpractices.dev/projects/13836"><img src="https://www.bestpractices.dev/projects/13836/badge"></a>


Hizi ni vigezo vya kiwango cha Fedha. Unaweza pia kuangalia vigezo vya kiwango cha Kupita au Dhahabu.

Baseline Series: Kiwango cha Msingi 1 Kiwango cha Msingi 2 Kiwango cha Msingi 3

        

 Misingi 17/17 ●

  • Jumla

    Kumbuka kwamba miradi mingine inaweza kutumia jina sawa.

    Persistent memory for Claude Code — 36 cited neuroscience mechanisms, automatic capture/recall hooks, decay-based consolidation, compaction survival, reproducible benchmarks (LongMemEval R@10 98.2%). Zero-config SQLite install, PostgreSQL optional. Local-first · MCP · MIT.

    Tafadhali tumia muundo wa maneno ya leseni ya SPDX; mifano ni pamoja na "Apache-2.0", "BSD-2-Clause", "BSD-3-Clause", "GPL-2.0+", "LGPL-3.0+", "MIT", na "(BSD-2-Clause OR Ruby)". Usitumie alama za nukuu za moja au mbili.
    Ikiwa kuna lugha zaidi ya moja, ziorodhe kama thamani zilizotengwa kwa koma (nafasi ni za hiari) na ziorodhe kuanzia iliyotumiwa zaidi hadi iliyotumiwa kidogo. Ikiwa kuna orodha ndefu, tafadhali orodhesha angalau tatu za kawaida zaidi. Ikiwa hakuna lugha (k.m., huu ni mradi wa nyaraka tu au wa majaribio tu), tumia herufi moja "-". Tafadhali tumia herufi kubwa za kawaida kwa kila lugha, k.m., "JavaScript".
    Common Platform Enumeration (CPE) ni mpango wa kuweka majina yenye muundo kwa mifumo ya teknolojia ya habari, programu, na vifurushi. Inatumika katika mifumo na hifadhidata nyingi wakati wa kuripoti udhaifu.

  • Mahitaji ya awali


    Ya kutosha kwa nishani!

    Mradi LAZIMA ufikie nishani ya kiwango cha kuhitimu. [achieve_passing]

  • Maudhui ya kimsingi ya tovuti ya mradi


    Ya kutosha kwa nishani!

    Habari juu ya jinsi ya kuchangia LAZIMA ijumuishe mahitaji ya michango inayokubalika (k.m., rejea kwa kiwango chochote kinachohitajika cha msimbo). (URL inahitajika) [contribution_requirements]

    CONTRIBUTING.md states the requirements a contribution must meet (coding standards excerpt, testing, per-mechanism and per-tool checklists), and CLAUDE.md carries the full engineering standard including the sourced-constant rule: https://github.com/cdeust/Cortex/blob/main/CONTRIBUTING.md


  • Usimamizi wa mradi


    Kwa shida ya kutosha kwa nishani.

    Mradi UNAPASWA kuwa na utaratibu wa kisheria ambapo wasanidi wote wa kiasi kisicho kidogo cha programu ya mradi wanathibitisha kwamba wameruhusiwa kisheria kufanya michango hii. Mbinu ya kawaida na rahisi ya kutekeleza hii ni kwa kutumia Cheti cha Msanidi cha Asili (DCO), ambapo watumiaji huongeza "signed-off-by" katika ahadi zao na mradi unaunganisha kwenye tovuti ya DCO. Hata hivyo, hii YAWEZA kutekelezwa kama Makubaliano ya Leseni ya Mchangiaji (CLA), au utaratibu mwingine wa kisheria. (URL inahitajika) [dco]
    DCO ni utaratibu unaopendekeza kwa sababu ni rahisi kutekeleza, kufuatilia katika msimbo wa chanzo, na git inasaidia moja kwa moja kipengele cha "signed-off" kwa kutumia "commit -s". Ili kuwa na ufanisi zaidi ni bora ikiwa nyaraka za mradi zinaeleza maana ya "signed-off" kwa mradi huo. CLA ni makubaliano ya kisheria yanayofafanua masharti ambayo kazi za kiakili zimetolewa leseni kwa shirika au mradi. Makubaliano ya mgawo wa mchangiaji (CAA) ni makubaliano ya kisheria yanayohamisha haki katika kazi ya kiakili kwa chama kingine; miradi haihitajiki kuwa na CAA, kwa kuwa kuwa na CAA huongeza hatari kwamba wachangiaji watarajiwa hawatachangia, hasa ikiwa mpokeaji ni shirika la faida. Apache Software Foundation CLAs (leseni ya mchangiaji wa mtu binafsi na CLA ya kampuni) ni mifano ya CLA, kwa miradi ambayo inaamua kwamba hatari za aina hizi za CLA kwa mradi ni chini ya manufaa yao.

    There is no DCO sign-off requirement and no CLA today. All non-trivial code to date is the sole maintainer's own, licensed under MIT, and contributions are accepted under the same license. The position, and the intent to adopt a DCO (git commit -s) rather than a CLA if outside contributors start submitting non-trivial changes, is stated at https://github.com/cdeust/Cortex/blob/main/GOVERNANCE.md#contribution-licensing-dco--cla


    Ya kutosha kwa nishani!

    Mradi LAZIMA ufafanue kwa uwazi na kuandika muundo wake wa utawala wa mradi (njia ya kufanya maamuzi, ikiwa ni pamoja na majukumu muhimu). (URL inahitajika) [governance]
    Kunahitaji kuwa na njia fulani iliyowekwa vyema ya kuandikwa ya kufanya maamuzi na kutatua migogoro. Katika miradi midogo, hii inaweza kuwa rahisi kama "mmiliki wa mradi na kiongozi hufanya maamuzi yote ya mwisho". Kuna miundo mbalimbali ya utawala, ikiwa ni pamoja na dictator wa wema na meritocracy rasmi; kwa maelezo zaidi, angalia Miundo ya utawala. Mbinu zote mbili za kati (k.m., mtunzaji mmoja) na zisizo za kati (k.m., watunzaji wa kikundi) zimetumika kwa mafanikio katika miradi. Habari za utawala hazihitajiki kuandika uwezekano wa kuunda uma wa mradi, kwa kuwa hiyo ni iwezekanavyo kila wakati kwa miradi ya FLOSS.

    https://github.com/cdeust/Cortex/blob/main/GOVERNANCE.md — the decision model (single maintainer with a written record), where each class of decision is recorded (ADR, PR review, roadmap, security policy), and how disputes are resolved.


    Ya kutosha kwa nishani!

    Mradi LAZIMA upitishe kanuni ya mwenendo na kuiweka mahali pa kawaida. (URL inahitajika) [code_of_conduct]
    Miradi inaweza kuweza kuboresha uadilifu wa jamii yao na kuweka matarajio kuhusu tabia inayokubalika kwa kupitisha kanuni ya mwenendo. Hii inaweza kusaidia kuepuka matatizo kabla hayajatokea na kufanya mradi kuwa mahali pa kukaribishwa zaidi ili kuhimiza michango. Hii inapaswa kuzingatia tu tabia ndani ya jamii/mahali pa kazi pa mradi. Mifano ya kanuni za mwenendo ni kanuni ya mwenendo ya kernel ya Linux, Kanuni ya Mwenendo ya Agano la Mchangiaji, Kanuni ya Mwenendo ya Debian, Kanuni ya Mwenendo ya Ubuntu, Kanuni ya Mwenendo ya Fedora, Kanuni ya Mwenendo ya GNOME, Kanuni ya Mwenendo ya Jamii ya KDE, Kanuni ya Mwenendo ya Jamii ya Python, Mwongozo wa Mwenendo wa Jamii ya Ruby, na Kanuni ya Mwenendo ya Rust.

    https://github.com/cdeust/Cortex/blob/main/CODE_OF_CONDUCT.md — adopted and posted at the standard repository location; linked from CONTRIBUTING.md.


    Ya kutosha kwa nishani!

    Mradi LAZIMA ufafanue kwa uwazi na kuandika hadharani majukumu muhimu katika mradi na wajibu wao, ikiwa ni pamoja na kazi zozote ambazo majukumu hayo lazima yafanywe. Lazima iwe wazi ni nani ana jukumu lipi, ingawa hii haiwezi kuandikwa kwa njia ile ile. (URL inahitajika) [roles_responsibilities]
    Nyaraka kwa utawala na majukumu na wajibu zinaweza kuwa mahali pamoja.

    https://github.com/cdeust/Cortex/blob/main/GOVERNANCE.md#roles-and-responsibilities — maintainer, contributor and security reporter, each with the tasks the role owes. It states plainly that there is one maintainer today (@cdeust) and that no separate committer or release-manager role exists.


    Ya kutosha kwa nishani!

    Mradi LAZIMA uweze kuendelea kwa usumbufu mdogo ikiwa mtu yeyote anakufa, anakuwa katika hali ya kudhoofika, au vinginevyo hawezi au hataki kuendelea kusaidia mradi. Hasa, mradi LAZIMA uweze kuunda na kufunga masuala, kukubali mabadiliko yaliyopendekezwa, na kutoa matoleo ya programu, ndani ya wiki moja ya uthibitishaji wa upotevu wa msaada kutoka kwa mtu yeyote mmoja. Hii INAWEZA kufanywa kwa kuhakikisha mtu mwingine ana funguo zozote zinazohitajika, nywila, na haki za kisheria ili kuendelea mradi. Watu binafsi wanaoendesha mradi wa FLOSS WANAWEZA kufanya hii kwa kuweka funguo katika sanduku la kufungia na wosia unaowezesha haki zozote zinazohitajika za kisheria (k.m., kwa majina ya DNS). (URL inahitajika) [access_continuity]

    https://github.com/cdeust/Cortex/blob/main/GOVERNANCE.md#continuity-of-access — no release depends on a secret held by one person: PyPI publishing uses Trusted Publishing (OIDC, no long-lived token exists to recover) and artifact signing is Sigstore-keyless provenance minted by the workflow itself, so anyone with repository write access can cut a fully signed release. Source, history, issues, CI, the release pipeline and the SBOM are public under MIT, and the section states what is genuinely single-owner today (repository admin and the PyPI project) plus the fork path that keeps the software alive within days.


    Kwa shida ya kutosha kwa nishani.

    Mradi INAPASWA kuwa na "bus factor" ya 2 au zaidi. (URL inahitajika) [bus_factor]
    "Bus factor" (pia inajulikana kama "truck factor") ni idadi ya chini ya washiriki wa mradi ambao wanapaswa kutoweka ghafla kutoka kwenye mradi ("kupigwa na basi") kabla ya mradi kusimama kwa sababu ya ukosefu wa wafanyakazi wenye elimu au wenye uwezo. Zana ya truck-factor inaweza kukadiria hii kwa miradi kwenye GitHub. Kwa maelezo zaidi, angalia Kutathmini Bus Factor ya Hifadhi za Git na Cosentino et al.

    The bus factor is 1: one maintainer. This is stated rather than papered over, together with what survives their loss and how a fork continues, at https://github.com/cdeust/Cortex/blob/main/GOVERNANCE.md#continuity-of-access. Raising it by adding a second maintainer with repository admin is item 5 on the roadmap.


  • Nyaraka


    Ya kutosha kwa nishani!

    Mradi LAZIMA uwe na ramani ya barabara iliyoandikwa inayoeleza kile mradi unakusudia kufanya na kutofanya kwa angalau mwaka unaofuata. (URL inahitajika) [documentation_roadmap]
    Mradi huenda usitimiza ramani ya barabara, na hiyo ni sawa; kusudi la ramani ya barabara ni kusaidia watumiaji na wachangiaji watarajiwa kuelewa mwelekeo unaokusudiwa wa mradi. Haihitaji kuwa na maelezo mengi.

    https://github.com/cdeust/Cortex/blob/main/docs/ROADMAP.md — covers the twelve months to 2027-07 (verification depth before features, supply-chain and project-health hardening, ingestion beyond Claude Code sessions, the research line, raising the bus factor) and an explicit 'What Cortex will not do' section. Linked from the README's Development section.


    Ya kutosha kwa nishani!

    Mradi LAZIMA ujumuishe nyaraka za muundo (pia inajulikana kama muundo wa kiwango cha juu) wa programu inayozalishwa na mradi. Ikiwa mradi hauzalishi programu, chagua "haihusiki" (N/A). (URL inahitajika) [documentation_architecture]
    Muundo wa programu unaeleza miundo ya msingi ya programu, yaani, vipengele vikuu vya programu, uhusiano kati yao, na mali muhimu za vipengele na uhusiano hivi.

    https://github.com/cdeust/Cortex/blob/main/docs/architecture.md plus the layer catalogue and dependency-rule table in https://github.com/cdeust/Cortex/blob/main/docs/module-inventory.md — concentric Clean Architecture layers (server -> handlers -> core <- shared, infrastructure -> shared), what each layer may import, and the per-module inventory. The README's Architecture section carries the same model with diagrams.


    Ya kutosha kwa nishani!

    Mradi LAZIMA uandike kile mtumiaji anaweza na asiweze kutarajia kwa suala la usalama kutoka kwa programu inayozalishwa na mradi ("mahitaji yake ya usalama"). (URL inahitajika) [documentation_security]
    Haya ni mahitaji ya usalama ambayo programu inakusudiwa kukidhi.

    https://github.com/cdeust/Cortex/blob/main/docs/ASSURANCE-CASE.md#1-security-requirements--what-a-user-can-and-cannot-expect states the five security requirements and, explicitly, what a user must NOT expect (Cortex is not a sandbox; it runs with the user's permissions and authenticates nobody). https://github.com/cdeust/Cortex/blob/main/SECURITY.md covers the supply-chain guarantees and reporting; https://github.com/cdeust/Cortex/blob/main/PRIVACY.md covers what data is processed and what leaves the machine.


    Ya kutosha kwa nishani!

    Mradi LAZIMA utoe mwongozo wa "kuanza haraka" kwa watumiaji wapya kuwasaidia kufanya kitu haraka na programu. (URL inahitajika) [documentation_quick_start]
    Wazo ni kuonyesha watumiaji jinsi ya kuanza na kufanya programu ifanye chochote. Hii ni muhimu sana kwa watumiaji watarajiwa kuanza.

    https://github.com/cdeust/Cortex#getting-started — download the .mcpb bundle and open it in Claude Desktop, or install the Claude Code plugin; it runs immediately on the built-in SQLite backend with no database to provision. The Examples section then shows a full store/recall round trip.


    Ya kutosha kwa nishani!

    Mradi LAZIMA ufanye jitihada ya kuweka nyaraka kulingana na toleo la sasa la matokeo ya mradi (ikiwa ni pamoja na programu inayozalishwa na mradi). Kasoro yoyote inayojulikana ya nyaraka inayofanya isilingane LAZIMA irekebishwe. Ikiwa nyaraka kwa ujumla ni za sasa, lakini kwa makosa inajumuisha baadhi ya maelezo ya zamani ambayo sio ya kweli tena, ichukue tu kama kasoro, kisha ifuatilie na urekebishe kama kawaida. [documentation_current]
    Nyaraka ZINAWEZA kujumuisha habari kuhusu tofauti au mabadiliko kati ya matoleo ya programu na/au kuunganisha kwa matoleo ya zamani ya nyaraka. Kusudi la kigezo hiki ni kwamba jitihada inafanywa ili kuweka nyaraka kulingana, siyo kwamba nyaraka lazima ziwe kamili.

    Documentation defects are treated as defects and fixed in the same PR, and the advertised numbers are now machine-checked rather than hand-maintained: https://github.com/cdeust/Cortex/blob/main/scripts/check_doc_claims.py fails the build when the tool count, reference count, mechanism count, version or test count in README, CONTRIBUTING, CLAUDE.md, GOVERNANCE.md, the MCPB manifest or the docs tree disagrees with the repository (the tool count is itself pinned to the live registry by tests_py/test_main.py::test_standalone_baseline_is_52_tools). It runs in the Lint job on every push and pull request, and with the live collected test count in the test job. Introducing it surfaced and fixed eight stale claims in this same PR, including a mypy --strict gate the project has never run and two MCP tools that moved to cortex-viz in v3.21.0 but were still documented here.


    Ya kutosha kwa nishani!

    Ukurasa wa mbele wa hifadhi ya mradi na/au tovuti LAZIMA utambulishe na kuunganisha kiungo kwa mafanikio yoyote, ikiwa ni pamoja na nishani hii ya mazoea bora, ndani ya masaa 48 ya kutambua hadharani kwamba ufanikio umepatikana. (URL inahitajika) [documentation_achievements]
    Ufanikio ni seti yoyote ya vigezo vya nje ambavyo mradi umefanya kazi mahususi kukidhi, ikiwa ni pamoja na nishani fulani. Habari hii haihitaji kuwa kwenye ukurasa wa mbele wa tovuti ya mradi. Mradi unaotumia GitHub unaweza kuweka mafanikio kwenye ukurasa wa mbele wa hifadhi kwa kuyaongeza kwenye faili ya README.

    The OpenSSF Best Practices badge is displayed in the README badge row, hyperlinked to the project page, within hours of the passing level being awarded on 2026-07-27: https://github.com/cdeust/Cortex#readme (badge image https://www.bestpractices.dev/projects/13836/badge).


  • Ufikiaji na kimataifa


    Ya kutosha kwa nishani!

    Mradi (tovuti zote za mradi na matokeo ya mradi) INAPASWA kufuata mazoea bora ya ufikiaji ili watu wenye ulemavu bado waweze kushiriki katika mradi na kutumia matokeo ya mradi ambapo ni busara kufanya hivyo. [accessibility_best_practices]
    Kwa programu za wavuti, angalia Miongozo ya Ufikiaji wa Maudhui ya Wavuti (WCAG 2.0) na hati yake inayosaidia Kuelewa WCAG 2.0; angalia pia habari za ufikiaji za W3C. Kwa programu za GUI, zingatia kutumia miongozo ya ufikiaji ya mazingira maalum (kama vile Gnome, KDE, XFCE, Android, iOS, Mac, na Windows). Baadhi ya programu za TUI (k.m., programu za `ncurses`) zinaweza kufanya mambo fulani ili kuzifanya kufikika zaidi (kama mpangilio wa `force-arrow-cursor` wa `alpine`). Programu nyingi za mstari wa amri zinafikika vizuri kama zilivyo. Kigezo hiki mara nyingi ni N/A, k.m., kwa maktaba za programu. Hapa kuna baadhi ya mifano ya hatua za kuchukua au masuala ya kuzingatia:
    • Toa mbadala za maandishi kwa maudhui yoyote yasiyo ya maandishi ili yaweze kubadilishwa kuwa aina nyingine watu wanahitaji, kama vile chapa kubwa, braille, hotuba, alama au lugha rahisi zaidi ( mwongozo wa WCAG 2.0 1.1)
    • Rangi haitumiwi kama njia pekee ya kuona ya kuwasilisha habari, kuashiria kitendo, kuchochea jibu, au kutofautisha kipengele cha kuona. ( mwongozo wa WCAG 2.0 1.4.1)
    • Uwasilishaji wa kuona wa maandishi na picha za maandishi una uwiano wa tofauti wa angalau 4.5:1, isipokuwa kwa maandishi makubwa, maandishi ya bahati mbaya, na nembo ( mwongozo wa WCAG 2.0 1.4.3)
    • Fanya kazi zote zipatikane kutoka kwenye kibodi (mwongozo wa WCAG 2.1)
    • Mradi wa GUI au wa wavuti INAPASWA kupima na angalau kipaza sauti kimoja cha skrini kwenye jukwaa la lengo (k.m., NVDA, Jaws, au WindowEyes kwenye Windows; VoiceOver kwenye Mac & iOS; Orca kwenye Linux/BSD; TalkBack kwenye Android). Programu za TUI ZINAWEZA kufanya kazi kupunguza uchanganyiko wa ziada ili kuzuia usomaji wa ziada na vipaza sauti vya skrini.

    The project results have no graphical user interface: Cortex is an MCP server speaking stdio, and its output is plain text and JSON that the consuming host renders with its own accessibility affordances (the extracted visualization stack lives in the separate cortex-viz project). For the project site, every image in the README carries an alt attribute, information is never conveyed by colour alone, and the documentation is Markdown that reads correctly in a screen reader.


    Kwa shida ya kutosha kwa nishani.

    Programu iliyozalishwa na mradi INAPASWA kuwa kimataifa ili kuwezesha upatanifu wa lugha wa rahisi kwa utamaduni, eneo, au lugha ya hadhira lengo. Ikiwa kimataifa (i18n) haihusiki (k.m., programu haizalishi maandishi yanayokusudiwa kwa watumiaji wa mwisho na haipangi maandishi yanayosomeka na binadamu), chagua "haihusiki" (N/A). [internationalization]
    Upatanifu wa lugha "unarejelea upatanifu wa bidhaa, programu au maudhui ya hati ili kukidhi lugha, utamaduni na mahitaji mengine ya soko mahususi la lengo (eneo)." Kimataifa ni "muundo na maendeleo ya bidhaa, programu au maudhui ya hati ambayo huwezesha upatanifu wa lugha wa rahisi kwa hadhira lengo zinazotofautiana katika utamaduni, eneo, au lugha." (Ona "Upatanifu wa Lugha dhidi ya Kimataifa" ya W3C.) Programu inakidhi kigezo hiki kwa kuwa kimataifa tu. Hakuna upatanifu wa lugha kwa lugha nyingine mahususi unaohitajika, kwa kuwa mara tu programu imekuwa kimataifa inawezekana kwa wengine kufanya kazi kwenye upatanifu wa lugha.

    The server's user-facing strings — tool descriptions, session-start banners, error messages — are English literals and are not externalized for localization. Stored memory content is whatever language the user works in and is unaffected (content cues are already multilingual, mcp_server/core/content_cues.py), but the software itself has not been internationalized and is reported as such rather than argued into a pass.


  • Mengine


    Ya kutosha kwa nishani!

    Ikiwa tovuti za mradi (tovuti, hifadhi, na URL za kupakua) zinahifadhi nywila kwa ajili ya uthibitishaji wa watumiaji wa nje, nywila LAZIMA zihifadhiwe kama mificho iliyorudiwa na chumvi kwa-mtumiaji kwa kutumia kanuni ya upanuaji (iliyorudiarudia) wa funguo (k.m., Argon2id, Bcrypt, Scrypt, au PBKDF2). Ikiwa tovuti za mradi hazihifadhi nywila kwa kusudi hili, chagua "haihusiki" (N/A). [sites_password_security]
    Kumbuka kwamba matumizi ya GitHub yanakidhi kigezo hiki. Kigezo hiki kinatumika tu kwa nywila zinazotumika kwa ajili ya uthibitishaji wa watumiaji wa nje kwenye tovuti za mradi (pia inaitwa uthibitishaji wa ndani). Ikiwa tovuti za mradi lazima ziingie kwenye tovuti zingine (pia inaitwa uthibitishaji wa nje), zinaweza kuhitaji kuhifadhi ishara za uidhinishaji kwa kusudi hilo kwa njia tofauti (kwa kuwa kuhifadhi mficho hakuna maana). Hii inatumia kigezo cha crypto_password_storage kwa tovuti za mradi, sawa na sites_https.

    The project operates no site of its own that authenticates external users; the repository and release downloads are hosted on GitHub, and Cortex stores no passwords for inbound authentication.


 Udhibiti wa Mabadiliko 1/1 ●

  • Matoleo ya awali


    Ya kutosha kwa nishani!

    Mradi LAZIMA utunze matoleo ya zamani yaliyotumika mara nyingi ya bidhaa au kutoa njia ya usasishaji kwa matoleo mapya. Ikiwa njia ya usasishaji ni ngumu, mradi LAZIMA uandike jinsi ya kufanya usasishaji (k.m., violesura vilivyobadilika na hatua zilizoanishwa kwa undani ili kusaidia usasishaji). [maintenance_or_update]

    The upgrade path is a normal version bump on a semantically versioned package: claude plugin update, a new .mcpb, or pip install -U hypermnesia-mcp. Store-format changes ship as one-shot migrations executed on startup (mcp_server/migrate.py, mcp_server/infrastructure/pg_schema.py) rather than back-compat shims, so an older store is upgraded in place. Every behaviour or contract change a consumer can observe is recorded in https://github.com/cdeust/Cortex/blob/main/CHANGELOG.md (Keep a Changelog), with breaking changes called out explicitly and the migration step named; SECURITY.md states that security patches target the latest minor release.


 Kuripoti 3/3 ●

  • Mchakato wa kuripoti hitilafu


    Ya kutosha kwa nishani!

    Mradi LAZIMA utumie kifuatiliaji cha masuala kwa ajili ya kufuatilia masuala ya mtu binafsi. [report_tracker]

    GitHub Issues is used as the bug tracker: https://github.com/cdeust/Cortex/issues


  • Mchakato wa kuripoti udhaifu


    Ya kutosha kwa nishani!

    Mradi LAZIMA utoe sifa kwa waripoti wa ripoti zote za udhaifu zilizotatuliwa katika miezi 12 iliyopita, isipokuwa kwa waripoti wanaoomba kutojulikana. Ikiwa hakuna udhaifu uliotatuliwa katika miezi 12 iliyopita, chagua "haihusiki" (N/A). (URL inahitajika) [vulnerability_report_credit]

    No vulnerability has been reported and resolved in the last 12 months, so there is no reporter to credit. The standing commitment to credit reporters unless they request anonymity is documented at https://github.com/cdeust/Cortex/blob/main/SECURITY.md#recognition.


    Ya kutosha kwa nishani!

    Mradi LAZIMA uwe na mchakato ulioandikwa kwa ajili ya kujibu ripoti za udhaifu. (URL inahitajika) [vulnerability_response_process]
    Hii ina uhusiano mkubwa na vulnerability_report_process, ambayo inahitaji kuwa kuna njia iliyoandikwa ya kuripoti udhaifu. Pia inahusiana na vulnerability_report_response, ambayo inahitaji majibu kwa ripoti za udhaifu ndani ya kipindi fulani cha muda.

    https://github.com/cdeust/Cortex/blob/main/SECURITY.md — private advisory channel, a per-severity response and patch SLA (24h/7d for critical, 3d/14d for high, 7d best-effort otherwise), and a five-step disclosure timeline ending in a public advisory on an agreed date. GitHub private vulnerability reporting is enabled on the repository.


 Ubora 19/19 ●

  • Viwango vya msimbo


    Ya kutosha kwa nishani!

    Mradi LAZIMA utambulishe miongozo mahususi ya mtindo wa kuandika msimbo kwa lugha kuu inazotumia, na uhitaji kwamba michango kwa ujumla ikidhi. (URL inahitajika) [coding_standards]
    Katika hali nyingi hii inafanywa kwa kurejelea baadhi ya miongozo ya mtindo iliyopo, huenda ikiorodhesha tofauti. Miongozo hii ya mtindo inaweza kujumuisha njia za kuboresha usomaji na njia za kupunguza uwezekano wa kasoro (ikiwa ni pamoja na udhaifu). Lugha nyingi za programu zina miongozo moja au zaidi ya mtindo inayotumika sana. Mifano ya miongozo ya mtindo ni pamoja na miongozo ya mtindo ya Google na Viwango vya Kuandika Msimbo wa SEI CERT.

    https://github.com/cdeust/Cortex/blob/main/CONTRIBUTING.md#coding-standards-excerpt names the standard for the primary language (Python): ruff formatting and linting as the style baseline, plus the project's own load-bearing rules (no Any in production code, sourced constants, no bare except, file and function size limits), with the full text at https://github.com/cdeust/zetetic-team-subagents/blob/main/rules/coding-standards.md. Compliance is required of contributions, not suggested.


    Ya kutosha kwa nishani!

    Mradi LAZIMA utekeleze kiotomatiki mtindo wake wa kuandika msimbo uliochaguliwa ikiwa kuna angalau zana moja ya FLOSS inayoweza kufanya hivyo katika lugha zilizochaguliwa. [coding_standards_enforced]
    Hii INAWEZA kutekelezwa kwa kutumia zana za uchambuzi mkako na/au kwa kulazimisha msimbo kupitia vifaa vya kurekebisha msimbo. Katika hali nyingi usanidi wa zana umejumuishwa katika hifadhi ya mradi (kwa kuwa miradi tofauti inaweza kuchagua usanidi tofauti). Miradi INAWEZA kuruhusu vighairi vya mtindo (na kwa kawaida itaruhusu); ambapo vighairi vinatokea, LAZIMA viwe nadra na viandikwe katika msimbo katika maeneo yao, ili vighairi hivi viweze kukaguliwa na ili zana ziweze kuzishughulikia kiotomatiki baadaye. Mifano ya zana kama hizo ni pamoja na ESLint (JavaScript), Rubocop (Ruby), na devtools check (R).

    Automatically enforced in CI on every push and pull request: ruff format --check . and ruff check . with ruff pinned at 0.15.20, plus a pyright per-rule ratchet (scripts/check_pyright_ratchet.py) that fails the build if any rule's diagnostic count rises above its committed floor. Style exceptions are per-line # noqa with the rule code named at the site. See .github/workflows/ci.yml (jobs lint and typecheck).


  • Mfumo wa ujenzi unaofanya kazi


    Ya kutosha kwa nishani!

    Mifumo ya kujenga kwa binari za asili LAZIMA iheshimu vigezo (vya mazingira) vya mkusanyaji na vya kiunganishi vilivyopitishwa kwao (k.m., CC, CFLAGS, CXX, CXXFLAGS, na LDFLAGS) na kuvipitisha kwenye viito vya mkusanyaji na vya kiunganishi. Mfumo wa kujenga UNAWEZA kuvipanua na bendera za ziada; LAZIMA USIBADILISHE thamani zilizotolewa na zake mwenyewe. Ikiwa hakuna binari za asili zinazozalishwa, chagua "haihusiki" (N/A). [build_standard_variables]
    Inapaswa kuwa rahisi kuwezesha vipengele maalum vya kujenga kama Address Sanitizer (ASAN), au kutii mazoea bora ya ugumu wa usambazaji (k.m., kwa kuwezesha kwa urahisi bendera za mkusanyaji kufanya hivyo).

    No native binaries are produced. Cortex is pure Python packaged with hatchling; there is no compiler or linker invocation for CC/CFLAGS/LDFLAGS to reach.


    Ya kutosha kwa nishani!

    Mfumo wa kujenga na usakinishaji UNAPASWA kuhifadhi taarifa za utatuzi ikiwa zimeombwa katika bendera husika (k.m., "install -s" haitumiwa). Ikiwa hakuna mfumo wa kujenga au usakinishaji (k.m., maktaba za kawaida za JavaScript), chagua "haihusiki" (N/A). [build_preserve_debug]
    K.m., kuweka CFLAGS (C) au CXXFLAGS (C++) inapaswa kuunda taarifa husika za utatuzi ikiwa lugha hizo zinatumika, na hazipaswi kuondolewa wakati wa usakinishaji. Taarifa za utatuzi zinahitajika kwa msaada na uchambuzi, na pia ni muhimu kwa kupima uwepo wa vipengele vya ugumu katika binari zilizokusanywa.

    Nothing is compiled or stripped: the installed artifact is Python source in a wheel, so tracebacks always carry full file, line and symbol information. There is no debugging information a build or install step could discard.


    Ya kutosha kwa nishani!

    Mfumo wa kujenga kwa programu iliyozalishwa na mradi LAZIMA USIJENGA kwa njia ya kujirudia saraka ndogo ikiwa kuna utegemezi wa kukatana katika saraka ndogo. Ikiwa hakuna mfumo wa kujenga au usakinishaji (k.m., maktaba za kawaida za JavaScript), chagua "haihusiki" (N/A). [build_non_recursive]
    Taarifa ya utegemezi wa ndani ya mfumo wa kujenga wa mradi inahitaji kuwa sahihi, vinginevyo, mabadiliko ya mradi huenda yasijenge vizuri. Mijengo isiyo sahihi inaweza kusababisha kasoro (ikiwa ni pamoja na udhaifu). Kosa la kawaida katika mifumo mikubwa ya kujenga ni kutumia "ujenzi wa kujirudia" au "make ya kujirudia", yaani, mlingano wa saraka ndogo zinazojumuisha faili za chanzo, ambapo kila saraka ndogo inajengwa kwa uhuru. Isipokuwa kila saraka ndogo ni huru kabisa, hii ni kosa, kwa sababu taarifa ya utegemezi si sahihi.

    The build is a single non-recursive hatchling invocation over one package ([tool.hatch.build.targets.wheel] packages = ["mcp_server"] in pyproject.toml). There is no per-subdirectory build and therefore no cross-directory dependency for a recursive build to get wrong.


    Ya kutosha kwa nishani!

    Mradi LAZIMA uweze kurudia mchakato wa kuzalisha taarifa kutoka faili za chanzo na kupata matokeo sawa ya biti-kwa-biti. Ikiwa hakuna ujenzi unaofanyika (k.m., lugha za uandishi ambapo msimbo wa chanzo unatumika moja kwa moja badala ya kukusanywa), chagua "haihusiki" (N/A). [build_repeatable]
    Watumiaji wa GCC na clang wanaweza kupata chaguo la -frandom-seed kuwa na manufaa; katika hali fulani, hii inaweza kutatuliwa kwa kulazimisha aina fulani ya mpangilio. Mapendekezo zaidi yanaweza kupatikana kwenye tovuti ya ujenzi unaorudiwa.

    No compilation occurs — Python source is used directly, which is the case this criterion names as not applicable. The integrity of what is distributed is established instead by a SHA-256 per release asset and a Sigstore build-provenance attestation binding each artifact digest to the repository and workflow that produced it: https://github.com/cdeust/Cortex/blob/main/SECURITY.md#supply-chain-assurance.


  • Mfumo wa usakinishaji


    Ya kutosha kwa nishani!

    Mradi LAZIMA utoe njia ya kusakinisha na kuondoa kwa urahisi programu iliyozalishwa na mradi kwa kutumia mkataba unaotumika sana. [installation_common]
    Mifano ni pamoja na kutumia meneja wa kifurushi (kwa mfumo au kiwango cha lugha), "make install/uninstall" (inasaidia DESTDIR), chombo katika muundo wa kawaida, au picha ya mashine pepe katika muundo wa kawaida. Mchakato wa usakinishaji na uondoaji (k.m., kifurushi chake) UNAWEZA kutekelezwa na mtu wa tatu mradi tu ni FLOSS.

    Three commonly-used conventions, all documented in the README's Getting Started section: the single-click .mcpb bundle for Claude Desktop, the Claude Code plugin marketplace (claude plugin install, uninstalled with claude plugin uninstall), and the Python package manager (pip install hypermnesia-mcp, removed with pip uninstall). All state lives under ~/.claude/methodology/, which the user deletes to remove it fully (https://github.com/cdeust/Cortex/blob/main/PRIVACY.md#your-controls).


    Ya kutosha kwa nishani!

    Mfumo wa usakinishaji kwa watumiaji wa mwisho LAZIMA uheshimu mkataba wa kawaida kwa kuchagua eneo ambapo vitu vilivyojengwa vinaandikwa kwa wakati wa usakinishaji. Kwa mfano, ikiwa inasakinisha faili kwenye mfumo wa POSIX lazima iheshimu kigezo cha mazingira cha DESTDIR. Ikiwa hakuna mfumo wa usakinishaji au hakuna mkataba wa kawaida, chagua "haihusiki" (N/A). [installation_standard_variables]

    Installation is delegated to the language package manager, so it honours that ecosystem's standard conventions: pip/uv install into the active environment or the location --target/--prefix/VIRTUAL_ENV selects, and the plugin and .mcpb installs write where the host dictates. No bespoke prefix handling is implemented that could ignore them.


    Ya kutosha kwa nishani!

    Mradi LAZIMA utoe njia kwa wasanidi programu wanaoweza kusakinisha haraka matokeo yote ya mradi na mazingira ya msaada yanayohitajika kufanya mabadiliko, ikiwa ni pamoja na majaribio na mazingira ya majaribio. Hii LAZIMA ifanywe kwa kutumia mkataba unaotumika sana. [installation_development_quick]
    Hii INAWEZA kutekelezwa kwa kutumia chombo kilichozalishwa na/au hati za usakinishaji. Utegemezi wa nje kwa kawaida utasakinishwa kwa kuita mfumo na/au meneja wa kifurushi cha lugha, kwa external_dependencies.

    https://github.com/cdeust/Cortex/blob/main/CONTRIBUTING.md#dev-setup — git clone then pip install -e ".[postgresql,benchmarks,dev]" installs the project, the test environment and the benchmark extras in one command; the default SQLite store means the suite runs with nothing else provisioned. bash scripts/setup.sh additionally installs PostgreSQL + pgvector for the integration tests, and python -m mcp_server.doctor verifies the result.


  • Vipengee vilivyotunzwa nje


    Ya kutosha kwa nishani!

    Mradi LAZIMA uorodheshe utegemezi wa nje kwa njia inayoweza kuchakatwa na kompyuta. (URL inahitajika) [external_dependencies]
    Kwa kawaida hii inafanywa kwa kutumia mkataba wa meneja wa kifurushi na/au mfumo wa ujenzi. Kumbuka kwamba hii inasaidia kutekeleza installation_development_quick.

    Declared in computer-processable form: runtime and per-extra dependencies in https://github.com/cdeust/Cortex/blob/main/pyproject.toml, resolved and pinned transitively in https://github.com/cdeust/Cortex/blob/main/uv.lock, and republished per release as a CycloneDX SBOM (hypermnesia-mcp.cdx.json) generated from that lockfile and attached to the GitHub Release with its own provenance attestation.


    Ya kutosha kwa nishani!

    Miradi LAZIMA ifuatilie au kwa muda mrefu iangalie utegemezi wao wa nje (ikiwa ni pamoja na nakala za urahisi) kugundua udhaifu unaojulikana, na kurekebisha udhaifu unaoweza kutumiwa vibaya au kuthibitisha kuwa hauwezi kutumiwa vibaya. [dependency_monitoring]
    Hii inaweza kufanywa kwa kutumia zana ya kichambua chanzo / zana ya kuangalia utegemezi / zana ya uchambuzi wa muundo wa programu kama OWASP's Dependency-Check, Sonatype's Nexus Auditor, Synopsys' Black Duck Software Composition Analysis, na Bundler-audit (kwa Ruby). Baadhi ya waendesha kifurushi wanajumuisha taratibu za kufanya hii. Ni kubaliwa ikiwa udhaifu wa vipengele hauwezi kutumiwa vibaya, lakini uchambuzi huu ni mgumu na wakati mwingine ni rahisi kusasisha au kurekebisha sehemu.

    GitHub Dependabot alerts and automated security fixes are both enabled on the repository (verified via the GitHub API on 2026-07-27: /vulnerability-alerts returns 204 and /automated-security-fixes reports enabled and not paused), so the dependency graph — including the ML stack that dominates the attack surface — is checked continuously against the advisory database and fixes are proposed automatically. Current state: zero open alerts. A CycloneDX SBOM ships with every release for downstream scanning.


    Ya kutosha kwa nishani!

    Mradi LAZIMA au:
    1. fanya iwe rahisi kutambua na kusasisha vipengele vinavyotumiwa tena vilivyotunzwa nje; au
    2. tumia vipengele vya kawaida vinavyotolewa na mfumo au lugha ya programu.
    Kisha, ikiwa udhaifu unapatikana katika kipengele kilichotumiwa tena, itakuwa rahisi kusasisha kipengele hicho. [updateable_reused_components]
    Njia ya kawaida ya kutimiza kigezo hiki ni kutumia mifumo ya usimamizi wa kifurushi ya mfumo na lugha ya programu. Programu nyingi za FLOSS zinasambazwa na "maktaba za urahisi" ambazo ni nakala za ndani za maktaba za kawaida (labda zilizoachana). Kwa yenyewe, hiyo ni sawa. Hata hivyo, ikiwa programu *lazima* itumie nakala hizi za ndani (zilizoachanishwa), basi kusasisha maktaba za "kawaida" kama sasisho la usalama litaacha nakala hizi za ziada bado zenye udhaifu. Hii ni suala hasa kwa mifumo ya wingu; ikiwa mtoa huduma ya wingu anasasisha maktaba zao za "kawaida" lakini programu haitazitumia, basi masasisho hayasaidii kweli. Angalia, k.m., "Chromium: Kwa nini bado haiko katika Fedora kama kifurushi sahihi" na Tom Callaway.

    No vendored or forked copies of external components are committed: every dependency is a normal versioned package resolved by pip/uv from pyproject.toml and uv.lock (the local deps/ tree used when assembling the bundle is git-ignored and rebuilt from the lockfile, not maintained by hand). Updating a vulnerable component is a version bump in one place.


    Ya kutosha kwa nishani!

    Mradi UNAPASWA kuepuka kutumia vitendakazi na API zilizokubaliwa kuwa hazitumiki tena au zilizopitwa na wakati ambapo mbadala wa FLOSS zinapatikana katika seti ya teknolojia inayotumia ("kifurushi cha teknolojia" yake) na kwa wengi wa watumiaji ambao mradi unasaidia (ili watumiaji wawe na ufikiaji wa haraka wa mbadala). [interfaces_current]

    The stack targets currently supported runtimes and APIs: Python 3.10 through 3.13, all four in the CI matrix, with pgvector 0.3+/PostgreSQL 17 and current major versions of FastMCP, Pydantic v2, numpy and sentence-transformers. Deprecated interfaces are removed rather than wrapped — the standing rule is one-shot migrations with no back-compat shims (CLAUDE.md), and CI runs on the newest released Python so a deprecation surfaces as a warning in the build rather than as a surprise at end of life.


  • Seti ya majaribio otomatiki


    Ya kutosha kwa nishani!

    Seti ya majaribio ya kiotomatiki LAZIMA itumike kwenye kila ukaguzi wa kuingia kwenye hifadhi iliyoshirikiwa kwa angalau tawi moja. Seti hii ya majaribio LAZIMA itoe ripoti ya mafanikio au kushindwa kwa majaribio. [automated_integration_testing]
    Mahitaji haya yanaweza kuonekana kama sehemu ndogo ya test_continuous_integration, lakini yanazingatia majaribio tu, bila kuhitaji uunganisho wa kuendelea.

    The full suite runs on every push and pull request to main via .github/workflows/ci.yml and reports success or failure per job: 5587 tests on Python 3.10-3.13 against PostgreSQL + pgvector, the same suite against the SQLite backend, the suite on Windows, and a Docker smoke job that boots the bare container and exercises the DB-less contract. tests_py/integration/ holds the database-backed integration tests specifically.


    Ya kutosha kwa nishani!

    Mradi LAZIMA uongeze majaribio ya kurudi nyuma kwa seti ya majaribio ya kiotomatiki kwa angalau 50% ya hitilafu zilizorekebisha ndani ya miezi sita iliyopita. [regression_tests_added50]

    Measured on 2026-07-27 over the merged pull requests titled as fixes in the preceding six months (2026-01-27 onward): 23 of 30 — 76.7% — changed the test tree in the same PR, against the 50% this criterion asks for. (The measure counts a PR as carrying tests when it touches tests_py/ or tests_js/, which is a proxy for 'added a regression test'; the policy behind it is written down at https://github.com/cdeust/Cortex/blob/main/CONTRIBUTING.md#the-testing-policy-mandatory — a bug fix carries a regression test that fails on the pre-fix code.)


    Ya kutosha kwa nishani!

    Mradi LAZIMA uwe na seti ya majaribio ya kiotomatiki ya FLOSS inayotoa angalau 80% ya usakinishaji wa taarifa ikiwa kuna angalau zana moja ya FLOSS inayoweza kupima kigezo hiki katika lugha iliyochaguliwa. [test_statement_coverage80]
    Zana nyingi za FLOSS zinapatikana kupima usakinishaji wa majaribio, ikiwa ni pamoja na gcov/lcov, Blanket.js, Istanbul, JCov, na covr (R). Kumbuka kwamba kutimiza kigezo hiki sio uhakika kwamba seti ya majaribio ni ya kina, badala yake, kushindwa kutimiza kigezo hiki ni kiashiria kizito cha seti ya majaribio mbaya.

    Statement coverage is 82.02% (30,229 of 36,854 statements in mcp_server), measured by coverage.py 7.15.2 in the CI coverage job, run 30316548703 (2026-07-28) — above the 80% this criterion requires. The gap was closed by https://github.com/cdeust/Cortex/issues/196: the four zero-importer modules were wired-and-tested or removed with proof, and contract tests now cover the previously-uncovered context-assembly, hook, and wiki modules. The figure cannot silently fall back: the same CI coverage job enforces --cov-fail-under=82 as a floor, seeded at the achieved number.


  • Upimaji wa utendaji mpya


    Ya kutosha kwa nishani!

    Mradi LAZIMA uwe na sera rasmi iliyoandikwa kwamba kadri utendakazi mkubwa mpya unaongezwa, majaribio ya utendakazi mpya LAZIMA yaongezwe kwenye seti ya majaribio ya kiotomatiki. [test_policy_mandated]

    https://github.com/cdeust/Cortex/blob/main/CONTRIBUTING.md#the-testing-policy-mandatory states it as policy, not preference: every change that adds or alters externally observable behaviour must arrive with tests in the same pull request, new functionality ships with tests in the automated suite, a bug fix carries a regression test that fails on the pre-fix code, and each failure path asserts its observable effect including the signal it emits. The consequence is stated — such a PR is sent back rather than merged with a follow-up promise.


    Ya kutosha kwa nishani!

    Mradi LAZIMA ujumuishe, katika maelekezo yake yaliyoandikwa kwa mapendekezo ya mabadiliko, sera kwamba majaribio yataongezwa kwa utendakazi mkubwa mpya. [tests_documented_added]
    Hata hivyo, hata sheria isiyo rasmi inakubaliwa mradi majaribio yaongezwe kimakosa.

    The requirement is written down in CONTRIBUTING.md's per-tool and per-mechanism checklists rather than left to convention: https://github.com/cdeust/Cortex/blob/main/CONTRIBUTING.md


  • Bendera za maonyo


    Ya kutosha kwa nishani!

    Miradi LAZIMA iwe na ukali wa juu zaidi na maonyo katika programu iliyozalishwa na mradi, iwezekanavyo vitendo. [warnings_strict]
    Baadhi ya maonyo hayawezi kuwashwa kwa ufanisi kwenye miradi fulani. Kinachohitajika ni ushahidi kwamba mradi unajitahidi kuwasha bendera za onyo ambapo inaweza, ili makosa yagundulika mapema.

    Maximally strict, by configuration rather than promise. Ruff runs an explicit broadened rule set — select = [E4, E7, E9, F, S110, BLE001, PLR2004, E501, PLC0415, S608] (pyproject.toml [tool.ruff.lint]) — with every production finding fixed or carrying a per-site noqa naming its mechanism, and CI fails on any finding. Pyright (pinned 1.1.410) runs typeCheckingMode standard over mcp_server/ with ZERO diagnostics (568-diagnostic ratchet backlog burned to zero, measured 2026-07-28, issue #197); the per-rule ratchet is retired and CI fails on ANY pyright diagnostic via its exit code. strict mode is not practical: it reports 10,231 errors, about 9,300 of them the Unknown-type annotation-coverage family (measured 2026-07-27). See .github/workflows/ci.yml jobs lint and typecheck.


 Usalama 13/13 ●

  • Maarifa ya maendeleo yenye usalama


    Ya kutosha kwa nishani!

    Mradi LAZIMA utekeleze kanuni za muundo salama (kutoka "know_secure_design"), pale inapohusika. Ikiwa mradi hauzalishi programu, chagua "haihusiki" (N/A). [implement_secure_design]
    Kwa mfano, matokeo ya mradi yanapaswa kuwa na mipangilio salama ya kuzuia makosa (maamuzi ya ufikiaji yanapaswa kukataa kwa chaguo-msingi, na usakinishaji wa mradi unapaswa kuwa salama kwa chaguo-msingi). Pia yanapaswa kuwa na kikuu cha kati kikamilifu (kila ufikiaji ambao unaweza kuwekwa kikomo lazima ufanyiwe ukaguzi wa mamlaka na usiweze kuvukwa). Kumbuka kwamba katika hali fulani kanuni zitagombana, na katika hali hiyo chaguo lazima lifanywe (k.m., taratibu nyingi zinaweza kufanya mambo kuwa magumu zaidi, kukiuka "uchumi wa utaratibu" / iweke rahisi).

    https://github.com/cdeust/Cortex/blob/main/docs/ASSURANCE-CASE.md#4-secure-design-principles-applied maps each principle to the code that implements it: least privilege and no ambient authority (no network listener, no privileged install, destructive tools rejected on call under the lean profile rather than merely hidden), fail-safe defaults (local SQLite by default, telemetry off until an env var is set, a malformed ingest writes nothing), complete mediation (one middleware chain and one schema check for every tool call), economy of mechanism (one write path, one retrieval path, one ingestion seam), and separation of concerns as a security property (the layer rule keeps all I/O auditable as a set).


  • Tumia mazoea mazuri ya msingi ya usimbuaji

    Kumbuka kwamba programu fulani haihitaji kutumia taratibu za usimbuaji. Ikiwa mradi wako unazalisha programu ambayo (1) inajumuisha, inaamilisha, au inafanya usimbuaji kuwa hai, na (2) inaweza kutolewa kutoka Marekani (US) kwenda nje ya Marekani au kwa raia asiye wa Marekani, inaweza kuwa ni lazima kisheria kuchukua hatua chache za ziada. Kawaida hii inahusisha tu kutuma barua pepe. Kwa maelezo zaidi, tazama sehemu ya usimbuaji ya Kuelewa Teknolojia ya Chanzo Wazi & Udhibiti wa Usafirishaji wa Marekani.

    Ya kutosha kwa nishani!

    Mifumo ya usalama ya chaguo-msingi ndani ya programu inayozalishwa na mradi LAZIMA ISITEGEMEE algoriti za kriptologia au hali zenye udhaifu mkubwa unaojulikana (k.m., algoriti ya hash ya kriptologia ya SHA-1 au hali ya CBC katika SSH). [crypto_weaknesses]
    Wasiwasi kuhusu hali ya CBC katika SSH unajadiliwa katika CERT: SSH CBC vulnerability.

    No security mechanism depends on cryptography, so there is no default algorithm choice whose weakening would matter. See the crypto_working justification for the single non-security SHA-1 use.


    Ya kutosha kwa nishani!

    Mradi INAPASWA kusaidia algoriti nyingi za kriptologia, ili watumiaji waweze kubadilisha haraka ikiwa moja imevunjwa. Algoriti za kawaida za funguo za simetria ni pamoja na AES, Twofish, na Serpent. Mbadala wa algoriti za hash za kriptologia za kawaida ni pamoja na SHA-2 (ikiwa ni pamoja na SHA-224, SHA-256, SHA-384 NA SHA-512) na SHA-3. [crypto_algorithm_agility]

    No security mechanism in Cortex depends on a cryptographic algorithm, so there is no algorithm choice for a user to switch. Hashing is used only for content addressing (SHA-256/BLAKE2b via hashlib) and for MinHash sketching, where the single SHA-1 call protects nothing.


    Ya kutosha kwa nishani!

    Mradi LAZIMA usaidie kuhifadhi vitambulisho vya uthibitishaji (kama vile nywila na ishara za nguvu) na funguo za kibinafsi za kriptologia katika mafaili ambayo yametengwa na habari nyingine (kama vile mafaili ya usanidi, hifadhidata, na kumbukumbu), na kuruhusu watumiaji kusasisha na kubadilisha bila ukusanyaji upya wa msimbo. Ikiwa mradi haufanyi usindikaji wa vitambulisho vya uthibitishaji na funguo za kibinafsi za kriptologia, chagua "haihusiki" (N/A). [crypto_credential_agility]

    The only credential Cortex handles is the PostgreSQL connection string, and it is read from the DATABASE_URL environment variable (or the user's own MCP host configuration) — never from source, and never written into the store. Changing or rotating it is an environment change with no code change and no recompilation; the value is masked structurally before it can reach a log or diagnostic output (mcp_server/shared/redaction.py::redact_url). Cortex generates and stores no private keys.


    Ya kutosha kwa nishani!

    Programu iliyozalishwa na mradi INAPASWA kusaidia itifaki salama kwa mawasiliano yake yote ya mtandao, kama vile SSHv2 au zaidi, TLS1.2 au zaidi (HTTPS), IPsec, SFTP, na SNMPv3. Itifaki zisizo salama kama vile FTP, HTTP, telnet, SSLv3 au mapema zaidi, na SSHv1 ZINAPASWA kuzimwa kwa chaguo-msingi, na kuzimwa tu ikiwa mtumiaji anaisanidi mahususi. Ikiwa programu iliyozalishwa na mradi haiesaidii mawasiliano ya mtandao, chagua "haihusiki" (N/A). [crypto_used_network]

    Every network communication Cortex initiates uses a secure protocol: HTTPS for the one-time embedding/reranker model download from Hugging Face and for the GitHub API calls in the optional pipeline installer, and libpq for PostgreSQL (with TLS controlled by the user's own connection string). No insecure protocol is supported or enabled by default — the server itself opens no socket and listens on no port; its control channel is stdio.


    Ya kutosha kwa nishani!

    Programu iliyozalishwa na mradi INAPASWA, ikiwa inasaidia au inatumia TLS, kusaidia angalau toleo la TLS 1.2. Kumbuka kuwa kilichotangulia TLS kiliitwa SSL. Ikiwa programu haitumii TLS, chagua "haihusiki" (N/A). [crypto_tls12]

    TLS is used through CPython's stdlib (urllib/ssl over OpenSSL) with default contexts, whose minimum accepted version on every supported Python (3.10-3.13) is TLS 1.2. No code path lowers the minimum version, sets a custom protocol constant, or weakens the cipher policy: grep over mcp_server for ssl context manipulation returns nothing.


    Ya kutosha kwa nishani!

    Programu iliyozalishwa na mradi LAZIMA, ikiwa inasaidia TLS, ifanye uthibitishaji wa cheti cha TLS kwa chaguo-msingi inapotumia TLS, ikiwa ni pamoja na rasilimali ndogo. Ikiwa programu haitumii TLS, chagua "haihusiki" (N/A). [crypto_certificate_verification]
    Kumbuka kuwa uthibitishaji usio sahihi wa cheti cha TLS ni kosa la kawaida. Kwa maelezo zaidi, angalia "The Most Dangerous Code in the World: Validating SSL Certificates in Non-Browser Software" na Martin Georgiev et al. na "Do you trust this application?" na Michael Catanzaro.

    Certificate verification is the stdlib default and is never disabled: there is no verify=False, no ssl._create_unverified_context, no check_hostname = False and no CERT_NONE anywhere in the codebase (verified by grep over mcp_server, scripts and hooks on 2026-07-27). Every outbound request goes through urllib with the default verified context.


    Ya kutosha kwa nishani!

    Programu iliyozalishwa na mradi LAZIMA, ikiwa inasaidia TLS, ifanye uthibitishaji wa cheti kabla ya kutuma vichwa vya HTTP na habari ya kibinafsi (kama vile vidakuzi salama). Ikiwa programu haitumii TLS, chagua "haihusiki" (N/A). [crypto_verification_private]

    The same default verified TLS context applies to every outbound request, so verification completes before any headers are sent. In practice Cortex sends no private information over TLS at all: the model download is an anonymous public fetch and the GitHub API calls are unauthenticated release lookups; memory content never leaves the machine.


  • Kutolewa kwa usalama


    Ya kutosha kwa nishani!

    Mradi LAZIMA uweke saini kwa kriptologia matoleo ya matokeo ya mradi yanayokusudiwa kwa matumizi ya kila mahali, na LAZIMA kuwe na mchakato ulioandikwa unaoweleza watumiaji jinsi wanaweza kupata funguo za umma za saini na kuthibitisha saini. Funguo ya kibinafsi kwa saini hizi LAZIMA ISIWE kwenye tovuti zinazosambaza moja kwa moja programu kwa umma. Ikiwa matoleo hayakusudiwa kwa matumizi ya kila mahali, chagua "haihusiki" (N/A). [signed_releases]
    Matokeo ya mradi ni pamoja na msimbo wa chanzo na matokeo yoyote yaliyozalishwa pale inapohusika (k.m., mifumo inayotekelezeka, vifurushi, na vyombo). Matokeo yaliyozalishwa YANAWEZA kuwekwa saini tofauti na msimbo wa chanzo. Hizi ZINAWEZA kutekelezwa kama lebo za git zilizowekwa saini (kwa kutumia saini za kidijitali za kriptologia). Miradi YAWEZA kutoa matokeo yaliyozalishwa tofauti na zana kama vile git, lakini katika hali hizo, matokeo tofauti LAZIMA yawekwe saini tofauti.

    Every release is cryptographically signed and the verification process is documented for users at https://github.com/cdeust/Cortex/blob/main/SECURITY.md#supply-chain-assurance. The wheel, the sdist and the CycloneDX SBOM each carry a Sigstore-backed build-provenance attestation minted in .github/workflows/release.yml (gh attestation verify <file> --repo cdeust/Cortex), the PyPI channel publishes with PEP 740 attestations via Trusted Publishing, and every release asset ships a <asset>.sha256 companion checked by scripts/verify_release_artifact.py. Signing is keyless: there is no private key held on the distribution site, or anywhere else.


    Kwa shida ya kutosha kwa nishani.

    INAPENDEKEZWA kuwa katika mfumo wa udhibiti wa toleo, kila lebo muhimu ya toleo (lebo ambayo ni sehemu ya toleo kuu, toleo dogo, au kurekebishwa udhaifu uliotangazwa hadharani) iwekwe saini kwa kriptologia na iweze kuthibitishwa kama ilivyoelezwa katika signed_releases. [version_tags_signed]

    Release tags are plain (lightweight) git tags and are not cryptographically signed — git tag -v v4.16.0 reports that it cannot verify a non-tag object. The release artifacts are covered instead, by Sigstore build-provenance attestations and published SHA-256 checksums. Signed annotated tags are on the roadmap (https://github.com/cdeust/Cortex/blob/main/docs/ROADMAP.md); until they exist this is reported as unmet.


  • Masuala mengine ya usalama


    Ya kutosha kwa nishani!

    Matokeo ya mradi LAZIMA yafanye ukaguzi wa pembejeo zote kutoka vyanzo visivyoaminika ili kuhakikisha ni halali (*orodha zinazokubalika*), na kukataa pembejeo zisizo halali, ikiwa kuna vizuizi vyovyote kwenye data kabisa. [input_validation]
    Kumbuka kuwa kulinganisha ingizo dhidi ya orodha ya "miundo mibaya" (aka *orodha za kukataza*) kwa kawaida haitoshi, kwa sababu washambuliaji mara nyingi wanaweza kuepuka orodha ya kukataza. Hasa, nambari zinabadilishwa kuwa miundo ya ndani na kisha kuangaliwa ikiwa ziko kati ya chini na juu zao (ikiwa ni pamoja), na vifungu vya maandishi vinaangaliwa ili kuhakikisha kuwa ni ruwaza halali za maandishi (k.m., UTF-8 halali, urefu, sintaksia, n.k.). Baadhi ya data inaweza kuhitaji kuwa "chochote kabisa" (k.m., kipakia faili), lakini hizi kwa kawaida zingekuwa nadra.

    Input from the host is validated against an allowlist before any handler runs: each MCP tool declares a typed signature and JSON schema, and FastMCP rejects arguments that do not match; mcp_server/validation/schemas.py adds a per-tool type and required-field check on top. Content parsed from untrusted documents is handled as data by pure stdlib parsers that fail loudly and write nothing on malformed input. Where a query has to become SQL, values cross as bound parameters and identifiers come from explicit allowlists (_TABLE_WHITELIST / _COLUMN_WHITELIST in mcp_server/core/wiki_view_executor.py) with unknown names refused rather than escaped, and result limits are clamped to a maximum. The full argument is in https://github.com/cdeust/Cortex/blob/main/docs/ASSURANCE-CASE.md#5-common-implementation-weaknesses-and-how-each-is-countered.


    Kwa shida ya kutosha kwa nishani.

    Taratibu za kuimarisha ZINAPASWA kutumiwa katika programu iliyozalishwa na mradi ili kasoro za programu ziwe na uwezekano mdogo wa kusababisha udhaifu wa usalama. [hardening]
    Taratibu za kuimarisha zinaweza kujumuisha vichwa vya HTTP kama Sera ya Usalama wa Maudhui (CSP), bendera za mkusanyaji ili kupunguza mashambulizi (kama vile -fstack-protector), au bendera za mkusanyaji ili kuondoa tabia isiyofafanuliwa. Kwa madhumuni yetu upendeleo mdogo hauhesabiwi kuwa utaratibu wa kuimarisha (upendeleo mdogo ni muhimu, lakini tofauti).

    This criterion counts mechanisms such as HTTP response headers (CSP) or compiler hardening flags, and explicitly excludes least privilege. Cortex is a Python process speaking stdio: it serves no HTTP surface for a CSP to apply to, and CPython offers no equivalent of -fstack-protector to enable. The protections it does have — bounded responses, clamped query limits, network timeouts, destructive tools rejected on call under the lean profile, and no eval/exec/pickle anywhere in the source — are real but are not what this criterion measures, so it is reported as unmet rather than argued into a pass.


    Ya kutosha kwa nishani!

    Mradi LAZIMA utoe kesi ya uhakika inayosababisha kwa nini mahitaji yake ya usalama yanakidhi. Kesi ya uhakika LAZIMA ijumuishe: maelezo ya muundo wa tishio, utambulisho wazi wa mipaka ya kuaminiwa, hoja kwamba kanuni za muundo salama zimetumika, na hoja kwamba udhaifu wa kawaida wa utekelezaji wa usalama umekabiliana nao. (URL inahitajika) [assurance_case]
    Kesi ya uhakika ni "mwili wa ushahidi ulioandikwa unaotoa hoja inayoshawishi na halali kwamba seti maalum ya madai muhimu kuhusu mali za mfumo ziko na sababu za kutosha kwa programu maalum katika mazingira maalum" ("Uhakika wa Programu Kwa kutumia Miundo ya Kesi ya Uhakika Iliyopangwa", Thomas Rhodes et al, NIST Interagency Report 7608). Mipaka ya kuaminiwa ni mipaka ambapo data au utekelezaji hubadilisha kiwango chake cha kuaminiwa, k.m., mipaka ya seva katika programu ya kawaida ya wavuti. Ni ya kawaida kuorodhesha kanuni za muundo salama (kama vile Saltzer na Schroeer) na udhaifu wa kawaida wa utekelezaji wa usalama (kama vile OWASP top 10 au CWE/SANS top 25), na kuonyesha jinsi kila moja unavyokabiliana. Kesi ya uhakika ya BadgeApp inaweza kuwa mfano wenye manufaa. Hii inahusiana na documentation_security, documentation_architecture, na implement_secure_design.

    https://github.com/cdeust/Cortex/blob/main/docs/ASSURANCE-CASE.md — security requirements (including what a user must NOT expect), a six-entry threat model with the out-of-scope adversaries named, the five trust boundaries where data or execution changes trust level, secure design principles mapped to the code implementing each, a CWE-by-CWE table of countered implementation weaknesses with its evidence, and a closing section on what the case does not claim (prompt injection through recalled content, 74.83% coverage, warnings not yet maximally strict, no dynamic analysis).


 Uchanganuzi 2/2 ●

  • Uchambuzi tuli wa msimbo


    Ya kutosha kwa nishani!

    Mradi LAZIMA utumie angalau zana moja ya uchanganuzi tuli yenye sheria au mbinu za kutafuta udhaifu wa kawaida katika lugha au mazingira yaliyochanganuliwa, ikiwa kuna angalau zana moja ya FLOSS inayoweza kutekeleza kigezo hiki katika lugha iliyochaguliwa. [static_analysis_common_vulnerabilities]
    Zana za uchambuzi tuli ambazo zimeundwa hasa kutafuta udhaifu wa kawaida zina uwezekano mkubwa wa kuzipata. Hata hivyo, kutumia zana zozote za tuli kwa kawaida itasaidia kupata baadhi ya matatizo, kwa hivyo tunashauri lakini hatunahitaji hii kwa kiwango cha nishani ya 'kupita'.

    CodeQL's default query suite is specifically a vulnerability-detection suite (injection, path traversal, unsafe deserialization and similar), and it is configured with the 'remote' threat model.


  • Uchambuzi wa msimbo wa nguvu za ziada


    Ya kutosha kwa nishani!

    Ikiwa programu iliyozalishwa na mradi inajumuisha programu iliyoandikwa kwa kutumia lugha isiyosalama ya kumbukumbu (k.m., C au C++), basi angalau zana moja ya nguvu (k.m., fuzzer au kitafutaji cha programu ya wavuti) LAZIMA itumike kwa kawaida kwa pamoja na utaratibu wa kugundua matatizo ya usalama wa kumbukumbu kama vile uandikaji zaidi wa kipengele. Ikiwa mradi hauzalishi programu iliyoandikwa katika lugha isiyosalama ya kumbukumbu, chagua "haihusiki" (N/A). [dynamic_analysis_unsafe]
    Mifano ya taratibu za kugundua matatizo ya usalama wa kumbukumbu ni pamoja na Address Sanitizer (ASAN) (inapatikana katika GCC na LLVM), Memory Sanitizer, na valgrind. Zana nyingine zinazoweza kutumika ni pamoja na thread sanitizer na undefined behavior sanitizer. Madai ya kila mahali pia yaweza kufanya kazi.

    Cortex is written in Python, a memory-safe language, so the memory-safety tooling this criterion asks about (ASan, Valgrind) does not apply.



Data hii inapatikana chini ya Community Data License Agreement – Permissive, Version 2.0 (CDLA-Permissive-2.0). Hii inamaanisha kuwa Mpokeaji wa Data anaweza kushiriki Data, na au bila marekebisho, mradi Mpokeaji wa Data anapatanisha maandishi ya mkataba huu na Data iliyoshirikiwa. Tafadhali tambua Clement na wachangiaji wa nishani ya Mazoea Bora ya OpenSSF.

Ingizo la nishani ya mradi linamilikiwa na: Clement.
Ingizo liliundwa siku 2026-07-27 08:18:40 UTC, iliyosasishwa mara ya mwisho siku 2026-08-02 23:37:37 UTC. Ilipata mara ya mwisho nishani ya kupita siku 2026-07-27 10:34:24 UTC.