MelloB1989 / KARMAX

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      "pushed_at": "2026-07-23T21:21:27Z",
      "created_at": "2026-05-28T21:46:34Z",
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      "updated_at": "2026-07-23T21:21:31Z",
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          "tag": "v0.1.2",
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          "published_at": "2026-07-03T20:08:17Z"
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          "body": "Co-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karmax-loops to ac1f385 (commands -> full orchestrator)",
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          "oid": "b784cc830f03f0c291537dd62031c2cba155ae52",
          "body": "…(self-reply bug)\n\nThe operator also uses the KARMAX WhatsApp account directly. When they typed a\nmessage to a contact from it, wacli fired an outgoing_message (source\nwhatsapp_event) — and routeEvent only skipped source 'wacli_api', so it routed\nthe operator's OWN message as inbound and KARMAX repl\n[…]\nthe operator typing on the same account. Operator commands\nare unaffected: those arrive from the operator's personal number as\nincoming_message.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(whatsapp): never respond to the operator's own outgoing messages …",
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          "headline": "chore: bump karmax-loops to 7134087 (duplicate-send fixes)",
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          "headline": "chore: bump karmax-loops to fcd71bc (no re-reply on follow-up pass)",
          "author_name": "Kartik Deshmukh",
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          "committed_at": "2026-07-23T07:05:02Z",
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          "oid": "bde072be89e2d8ec275a15ee06d9d0c41889524f",
          "body": "… tool)\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karmax-loops to 567fec5 (wa-monitor lends gateway a wacli…",
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          "committed_at": "2026-07-22T12:26:39Z",
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          "oid": "e28452271ee07145b4a449d403cc5abf8dd0cff1",
          "body": "Making the gateway the default path traded capability for cost: with no tools it\ncan only see what the loop hands it, so wa-monitor started refusing things\nclaude_code used to do ('No visibility on that from my end — I can only see this\nchat' when asked about another conversation).\n\nRather than grow\n[…]\nreturned to the MODEL so it can\nadapt instead of aborting the run.\n\nThis keeps the core small while letting each loop be as capable as it needs.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loopkit): loops can lend the gateway temporary tools",
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          "headline": "chore: bump karmax-loops to 0fb5bce (gateway-first wa-monitor)",
          "author_name": "Kartik Deshmukh",
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          "committed_at": "2026-07-22T09:09:33Z",
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          "oid": "0a8b5a7a87a919e8dc592aee2fabfaeed5e2c271",
          "body": "…aulting to claude_code\n\nLoops only had Ask (full agent), Summarize (weak summary model), or Harness\n(spawns a whole Claude Code CLI run). wa-monitor therefore fired a claude_code\ninvocation for EVERY incoming WhatsApp message — 62 in the last day, ~15-30s\neach — even to send a one-line reply.\n\nGate\n[…]\npt in, text out, seconds not minutes. Loops should try it FIRST and\nescalate to Harness only when the work genuinely needs tools/shell/research.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loopkit): Kit.Gateway — cheap main-model call, so loops stop def…",
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          "committed_at": "2026-07-22T09:05:54Z",
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          "body": "…ment loop env\n\n- linux installer now writes StandardOutput/StandardError=append to\n  $DATA_DIR/karmax.log, and installs a logrotate config plus a daily user timer\n  (copytruncate — systemd holds the append fd, so a rename would leave the\n  daemon writing into the rotated copy). Skips gracefully if \n[…]\noperator name, trusted\n  reply groups, bot-mention fallback, @all threshold) so a rebuilt host is\n  reproducible without committing any secrets.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore(packaging): flat-file logging + rotation in the installer, docu…",
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          "committed_at": "2026-07-22T09:04:41Z",
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          "body": "…emory)\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karmax-loops to 0dbcd69 (reply-to + per-chat short-term m…",
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          "body": "…-to plumbing\n\nLoops needed the opposite of long-term memory: cheap scratch state scoped to\nwhat they're working on ('what did I just tell this chat', 'they asked me to\nstop'), that expires on its own and never pollutes curated recall.\n\n- New kv_memory table + store engine: durable grouped key/value\n[…]\n think about expiry.\n- Thread wacli_message_id into the comms.message payload so a loop can reply\n  quoting the exact message that triggered it.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loopkit): short-term memory engine (grouped KV with TTL) + reply…",
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          "committed_at": "2026-07-22T08:52:54Z",
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          "headline": "chore: bump karmax-loops to 01b559a (per-chat reply gate)",
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          "body": "whatsapp.monitor add/remove recreates the wacli webhook (there's no update op).\nWithout passing --include-mentions it would silently drop out-of-scope mention\ndelivery, killing the loop's 'reply whenever KARMAX is @-mentioned anywhere'\nrule on the next chat add.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(monitor): keep --include-mentions when rebuilding the webhook",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-22T07:52:08Z",
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          "oid": "93db161e5e7810d041e998571daaf990afaaf669",
          "body": "Carry wacli's mention_count through the webhook envelope and the comms.message\nbus payload so the proxy loop can distinguish a direct @-mention from an\n'@all' blast.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(whatsapp): thread mention_count to the wa-monitor loop",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-22T07:49:10Z",
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        {
          "oid": "98f230701399646acb9710e576ae001927eee8e7",
          "body": "- Add MIT LICENSE, CONTRIBUTING, SECURITY policy (threat model + secret\n  handling), and CI (gofmt + vet + build + test with CGO) alongside the\n  existing release workflow.\n- Add issue/PR templates that enforce the loop/approval/no-secrets conventions.\n- gofmt the Go files touched during recent feature work so CI is green.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: open-source scaffolding + gofmt",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-21T21:11:06Z",
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          "oid": "072ffbea606df21bbf40fa874403fde86e8a1cd7",
          "body": "…-monitor\n\nwacli now computes (generically, from its own identity) whether an incoming\nmessage @-mentions the bot or replies to a bot-sent message. Parse both from the\nwebhook (wacliMessage), carry them through the comms.message metadata + bus\nevent payload so the wa-monitor proxy can trigger on a reply-to-KARMAX or an\n@-mention without any hardcoded numbers.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(whatsapp): thread mentions_me/quoted_is_from_me from wacli to wa…",
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          "committed_at": "2026-07-20T19:26:38Z",
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          "body": "…mmand)\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karmax-loops to a9534f2 (wa-monitor bot-mention direct co…",
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          "committed_at": "2026-07-20T19:16:10Z",
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          "body": "…als)\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karmax-loops to a4f687c (INFORM outcome — FYIs not approv…",
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          "headline": "chore: bump karmax-loops to 2fb9662 (wa-monitor trusted reply-groups)",
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          "committed_at": "2026-07-20T08:44:31Z",
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          "oid": "44ed1db3dfddf41f25553f88fa1950a98aea661e",
          "body": "…on logging)\n\nCo-Authored-by: MelloB coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karmax-loops to bc362f6 (wa-monitor never-silent + decisi…",
          "author_name": "Kartik Deshmukh",
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          "committed_at": "2026-07-20T08:34:04Z",
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          "oid": "a25880e4dd66c171098ac922dff6cb8668faf8fc",
          "body": "Audited all 15 loops. Two were dead weight:\n- memory-bootstrap: a ONE-TIME WhatsApp-history deep scan that completes then\n  goes dormant (marked done since Jul 5). It was still firing @6h to no-op.\n- act-on-pending: drains the pending-actions queue — but memory-bootstrap is\n  the ONLY producer of th\n[…]\n(maintenance SQL @1h, review Q&A @45m, merge LLM @3h); the two\nhealth monitors watch different things (brain-monitor @10m, webhook-health\n@15m).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "loops: remove dead memory-bootstrap + act-on-pending",
          "author_name": "Kartik Deshmukh",
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          "committed_at": "2026-07-19T20:49:14Z",
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          "oid": "662876b9bfc69551289a6a6c73ace29ce7956fb3",
          "body": "tsc flagged the Contact cast as incompatible with updateContactAsync's\n{id: string} & Partial<ExistingContact> param. Cast to the function's exact\nparameter type instead so it typechecks.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(app): correct updateContactAsync arg type in upsertContactName",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-19T20:35:20Z",
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          "body": "Co-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karmax-loops to 72fd232 (gchat-watch auth resilience)",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-19T20:26:49Z",
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        },
        {
          "oid": "b51cb8df0b51ab4bdaceecddc63f7a583b6fb9fd",
          "body": "The app couldn't create calendar events/reminders or save contacts because\nInfo.plist was missing required usage strings:\n- NSContactsUsageDescription was ABSENT -> iOS blocked all contacts access\n  (create/lookup/update all failed).\n- NSCalendarsFullAccessUsageDescription was ABSENT -> on iOS 17+ (\n[…]\nxes a wrong name.\n\nNOTE: the app changes require an EAS rebuild + reinstall to take effect; the\nKARMAX-side contact.update tool is already live.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(device-actions): iOS permission strings + contact name update",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-19T20:23:33Z",
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          "oid": "cf06c2ed4c8de0945646a63a2ccb57436008e457",
          "body": "…ncile strays\n\nRoot cause of 'webhooks not working for every contact': a second webhook (no\nHMAC secret) had been added out-of-band watching one contact; every delivery\nfrom it failed KARMAX's signature check with 401, so that contact's messages\nsilently vanished while a healthy webhook served the r\n[…]\nt repairs one.\n\nLive incident already cleaned up (collapsed 2 webhooks -> id 14, 10 chats, all\nsecured, including the previously-401'd contact).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(webhooks): tighten wacli webhook — one secured webhook, auto-reco…",
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          "is_bot": false,
          "headline": "chore: bump karmax-loops to 3989fa5 (away-note operator-name fix)",
          "author_name": "Kartik Deshmukh",
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          "headline": "chore: bump karmax-loops to e5271ab (LLM-composed away-note)",
          "author_name": "Kartik Deshmukh",
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          "committed_at": "2026-07-15T06:51:06Z",
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          "body": "…t away-note)\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karmax-loops to add1561 (wa-monitor reply-bias + assistan…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-15T06:43:50Z",
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          "oid": "c88a5bea86048bb2de644c2644c123fc67bddb42",
          "body": "… 256)\n\nThe brain-monitor pinged the model with MaxTokens: 8. The Claude thinking\nmodels now in use (sonnet-4.6 / opus-4.6) emit internal thinking first, so an\n8-token budget is exhausted before any text and the call fails with a\nmisleading 'context deadline exceeded' — every single time. Result: af\n[…]\n fails in 227ms, 64 fails in 1.8s, 256 returns\n'OK' in 2s. Bumped the ping to 256. Verified: monitor now reports healthy with\nno deadline error.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(brain-monitor): stop false 'brain is DOWN' alarms (MaxTokens 8 ->…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-15T06:37:28Z",
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        {
          "oid": "8518d1861c0e6ffafbc68a724c5a67a68d628ac4",
          "body": "Phase 4 — active capture: hot-sync now runs every 2h (was 4h) with a broader\nmemory-capture prompt (bumped karmax-loops to dd583c2), so durable facts land\nsteadily instead of only when the agent saves one mid-turn.\n\nPhase 5 — consolidation: new internal/memmerge + a 'memory-merge' runtime loop\n(@3h)\n[…]\n9 canonical\nfacts (377 -> 366), including correcting a contradiction (Anurag vs Andhra\nUniversity) and consolidating the CampX payment schedule.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(memory): active-capture cadence + LLM merge/consolidation engine",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-10T07:48:33Z",
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          "oid": "69bd1efac958d6cc70e9f7cbed0a382b07f1e2c2",
          "body": "… true graph total\n\nThree-part memory upgrade (kiro now serves real Claude — verified sonnet-4.6 /\nopus-4.6 / haiku-4.5 complete cleanly with tool-calling):\n\n1) BRAIN. Main + memory models moved off the flaky glm-5 (context-deadline\n   timeouts, fabricated tool calls) to claude-sonnet-4.6; summaries\n[…]\nte links over the most-recent graphLinkLimit=160, and\n   return total/shown/capped so the app displays the real memory size (377 and\n   rising).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(memory): sonnet-4.6 brain + PageIndex tree-traversal retrieval +…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-10T07:41:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8e018c524130b7041100b30e0426f66bd3ec673f",
          "body": "The scan loops (chat-sweep/wa-monitor/gchat-watch) get a placeholder APPROVE\nline from the harness now and then ('APPROVE: none', 'APPROVE (none)',\n'APPROVE — none') that really means 'nothing to approve'. Those turned into\nblank approval requests in the inbox.\n\nGuard at the single choke point Creat\n[…]\n version whose ParseScanOutcomes\ndrops these placeholder items at the source (MeaningfulItem filter), so all\nthree outcome categories are clean.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(proposals): stop empty 'Decision — (none)' approvals",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-10T05:20:12Z",
          "body_truncated": true,
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        },
        {
          "oid": "d2a1426538292941a13f69c68b27b58098bb034c",
          "body": "…29 links)\n\nTwo root causes, both fixed:\n\n1) FROZEN LINKS. memory_links were generated exactly ONCE — the first time the\n   app opened the graph with zero links (2026-06-26) — and never again. The\n   generator only ran on len(links)==0 or a manual POST rebuild, so as memory\n   grew to 349 entries ev\n[…]\nrns the stored set instead).\n\nVerified: rebuild now yields 160 nodes / 99 links (same person, part of, led\nto, …) even with the kiro brain down.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(memory-graph): unfreeze the 3D memory graph (stuck at 55 nodes / …",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-09T07:29:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8de7dd88a8710b14d23ff2befdf788b1d13492b",
          "body": "Two new agent tools + incoming-media plumbing:\n\n- whatsapp.send_media: sends any local file (image/PDF/Excel/CSV/doc/video) as\n  a WhatsApp media message via 'wacli send --media', with an optional caption.\n  Pair with claude_code.call to generate a report/export and deliver it.\n\n- whatsapp.view_medi\n[…]\nhatsapp.view_media with chat=… message_id=…]' — plus any caption, so the\n  agent (and the wa-monitor proxy) know a file came in and can view it.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(whatsapp): media send + view support (images, PDFs, Excel, docs)",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-08T18:46:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bdbf9f33bb0a9f74dd6c3b78fdcffa5a63d4eac3",
          "body": "Co-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "deps: wa-monitor v1.1.0 — deterministic @-mention detection in groups",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-08T18:36:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcd43e25449508ff4711e2ffe3cb8f4446fc5394",
          "body": "…estions\n\nApproval flood: the proxy/scan loops (wa-monitor on every message, chat-sweep,\ngchat-watch) re-flagged the same item as APPROVE on every run — e.g. 5 duplicate\n'Decision — shiva charan' proposals. CreateProposal now dedups: skip if the same\ntitle is already pending or was raised in the las\n[…]\n(verified: pending Aadhaar update, an HR report-back\nwhose time has passed, etc.) while staying latched (never re-asks) so it can't\nbecome spam.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix: dedup approval proposals (stop the flood); ask more staleness qu…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-08T13:02:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f5a728be5c242f1c94de8cc1cbd98ae59b4d08a2",
          "body": "…r, act-evidence guard\n\nFixes from debugging the \"confused about dates / WhatsApp reply did nothing\"\nreport:\n\n- Current date/time is now injected into the agent's context every turn\n  (buildTimeContext). It was date-blind — it would web-search for \"today's\n  date\" and couldn't reason about ages/dead\n[…]\nalls in the full 24-tool context — the guard\ncatches it but the model doesn't always recover; a stronger brain or tool\ndeferral is the real fix.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: current-date context, per-turn model timeout, brain self-monito…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-07T09:45:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e125b4f240ed23880b42acdd17499518bbb94aab",
          "body": "…anywhere\n\nMakes memory feel alive: it knows how old every fact is, notices when\ntime-sensitive things go stale, and asks — once, gently — whether they're\nstill relevant, resolvable from the app OR WhatsApp.\n\nTemporal awareness:\n- mem_search / mem_recent now stamp each fact with its age (\"stored 3 w\n[…]\nquence to memory (keep / update / forget).\n\nAlso fixes the SDK 56 calendar/reminders permission API (all device actions\nwere failing on-device).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(memory): time-aware memory + staleness check-ins you can answer …",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-07T09:23:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a8341c4acfb28cb57a491cf1a86ba9abe11a28b3",
          "body": "…ice-action failures)\n\nexpo-calendar SDK 56 renamed requestCalendarPermissionsAsync ->\nrequestCalendarPermissions and requestRemindersPermissionsAsync ->\nrequestRemindersPermissions. The old names now fail, so every calendar.add\nand reminder.add the daemon queued was failing on-device (23 reminders + 3\nevents, all status=failed with the deprecation message in the result). The\ncore createEventAsync/createReminderAsync APIs are unchanged.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(app): use SDK 56 calendar/reminders permission API (fixes all dev…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-07T08:49:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22ba699b6fc124fdec9797720a6455b9534378b6",
          "body": "…ics, async delegation\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "docs(roadmap): round-2 hermes deep dive — security layer, loop mechan…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T21:21:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c71bd8d47ef3dc44ed9bdf9cb3e16b98dc2e51f",
          "body": "…o KARMAX\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "docs: agentic roadmap — hermes-agent + supermemory research applied t…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T21:17:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2206ba2398edb5877d97298d9bc98a824efbcec",
          "body": "…ion 90683)\n\nexpo-clipboard's iOS module references the photo-library API (for image\nclipboard support), so Apple requires the purpose string even though the app\nonly copies text. Added an honest, clipboard-scoped string.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "app(ios): add NSPhotoLibraryUsageDescription (fixes App Store validat…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T20:15:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66c8435ff6fa22103b12414d2a45fd5cdd92653b",
          "body": "…niversal build\n\n- macOS/Linux install.sh now locate the karmax binary at the repo root too, so\n  `make build && bash packaging/<os>/install.sh` works from a source checkout,\n  not only from a release archive.\n- The release workflow ad-hoc signs the lipo'd macOS universal binary, so even\n  unsigned \n[…]\nuilds run on Apple Silicon (lipo can invalidate Go's per-slice\n  signatures). Real Developer ID signing still overrides this when secrets exist.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "packaging: installers find a source-built binary; ad-hoc sign macOS u…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T20:01:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "498a46179f2d0a7165f2a2e2dfd44f0ad8334ccb",
          "body": "… Authenticode)\n\nBoth are guarded on their certificate secrets, so the pipeline keeps producing\nunsigned binaries until the secrets are added — then it signs automatically with\nno workflow change:\n- macOS: imports the Developer ID cert into a temp keychain, codesigns with a\n  hardened runtime + secu\n[…]\nndows: signtool Authenticode signing (SHA-256 + RFC-3161 timestamp) from a\n  base64 .pfx.\n\nREADME documents the required GitHub Actions secrets.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "ci: optional code signing + notarization (macOS Developer ID, Windows…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T19:27:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c6654ea07e69bfa89124855badbe019c00636ac2",
          "body": "Discovery — the app probes http://karmax.local:9091 but the daemon advertised\nits A record under the machine's real hostname (mellob.local), so the name\nnever resolved. Now advertiseMDNS uses zeroconf RegisterProxy to claim a stable\n\"karmax.local\" (override KARMAX_MDNS_HOST) with the host's real WiF\n[…]\ne iOS audio session to `playback`\n(loud bottom speaker, plays through silent mode) before every utterance and\npasses volume: 1.0. No-op off iOS.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix: reliable LAN auto-discovery (karmax.local) + louder iOS TTS",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T19:26:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2d87bdd9e0a27b51ad6bd5d5ac5b6875ca52660e",
          "body": ".github/workflows/release.yml builds installable binaries on native runners\n(CGO/SQLite is mandatory, so no cross-compile): Linux amd64 + arm64, a macOS\nuniversal binary (arm64+amd64 via lipo), and Windows amd64. On a `v*` tag (or\nmanual dispatch) it packages per-OS archives and publishes a GitHub R\n[…]\ns that detect OS/arch, download\n                       the right release archive, and run its installer\n\nREADME documents the one-line installs.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "ci: cross-platform release pipeline + background-service installers",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T18:57:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d1a2f92e1dedce1b7e39e750dfa8f9779077bdf7",
          "body": "The hourly forgetting pass (TTL pruning + capacity cap) is no longer a\nhidden goroutine inside the memory manager: the runtime registers it as\nthe 'memory-maintenance' loop — visible in karmax loops list,\ndisableable, and manually triggerable — calling Maintain() across every\nnamespace. This was the\n[…]\n not depend on the loop system being healthy.\n\nLoop manifests gain informational events/webhook trigger fields;\nkarmax loops info displays them.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: memory maintenance becomes a loop; manifest trigger fields",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T14:14:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b401878a3fd7617de92a8ea956cd85770e1bd3db",
          "body": "Co-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: install wa-monitor; loops list shows event/webhook triggers",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T13:29:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edea09242c576aa7283308d13f7122427436ba8e",
          "body": "… core\n\nLoops can now declare Events: []string{\"comms.message\", ...} and fire on\nmatching internal bus events — fully event-driven, no polling, with the\nevent payload in Kit.Trigger().Payload. GET /api/loops reports event\ntriggers.\n\nThe proactive WhatsApp proxy (monitored-chat handling) is no longer\n[…]\n-triggered wa-monitor marketplace loop owns them now. Same\nevent-driven wacli-webhook flow, zero extra tokens, but relocated into a\nproper loop.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loopkit): event-triggered loops; WhatsApp proxy leaves the agent…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T13:26:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bc4af9a06169dfd410964b147a1723837c5b38fb",
          "body": "…n config\n\ninstalledloops now imports tech-news, hot-sync, profile-refresh, and\ndaily-briefing from the marketplace registry by default (plus this\nmachine's installed loops: chat-sweep, act-on-pending, memory-bootstrap,\ngchat-watch, cold-scan). cold_scan: removed from karmax.yaml — the loop\nreads KARMAX_LOOP_COLD_SCAN_* env keys instead.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: ship the 4 default marketplace loops; drop deprecated cold_sca…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T12:59:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40964b4466a81ae319b6b3994b037070d0e1898c",
          "body": "…ove to the marketplace\n\nAll built-in loops (tech-news, hot-sync, profile-refresh, daily-briefing,\nchat-sweep, act-on-pending, memory-bootstrap, gchat-watch) and the cold-scan\nworker leave this repo — they now live in the public registry\n(MelloB1989/karmax-loops) as marketplace loops. internal/loops\n[…]\nmodel, no tools/memory\n- ChatSummary/SaveChatSummary: the cold-memory per-chat records the\n  retrieval sub-agent reads (cold-scan is the writer)\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loopkit): Kit gains HostTool/Summarize/ChatSummary; core loops m…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T12:51:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f8a3500a02149504b051620b52a46259c9c5b236",
          "body": "The marketplace is a single public GitHub registry repo\n(MelloB1989/karmax-loops, override with $KARMAX_LOOPS_REGISTRY):\n- loops/<name>/loop.json manifests; loop code lives either right in the\n  registry (default — no repo of your own needed) or in the author's own\n  module (manifest-only entry). Bo\n[…]\nanded a smoke loop (compile check +\ndirect commit); install hn-digest -> loop live in the daemon -> remove ->\nclean, service healthy throughout.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: public loops marketplace — registry repo, website, and CLI toolkit",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T11:46:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8c45fa203e46a1d8407dc0b0f2bc318104df04f1",
          "body": "Auto-reminders (REMIND category):\n- Scan flows now have three deterministic outcomes instead of two:\n  ACTED -> notification, APPROVE -> approvals-inbox proposal, and new\n  REMIND -> a reminder created automatically on the operator's phone for\n  things ONLY they can personally do (send a document th\n[…]\nt now prefers it (the CLI's local registry can't see runtime-\n  registered loops), falling back to the local registry when the daemon\n  is down.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: auto-reminders from scans; cold-scan becomes a loopkit loop",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T11:01:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19024f3a869aab23732a3d1325491cbc39e0c54a",
          "body": "Four proactive paths surfaced APPROVE outcomes as plain app notifications\n(\"Needs your decision\"), which are informational and non-actionable — the\noperator had nothing to approve and nothing executed:\n- the WhatsApp proactive proxy (reportProxyOutcome)\n- the chat-sweep, act-on-pending, and gchat-wa\n[…]\nnever lost.\n\nloopkit: Kit gains Propose(title, summary, action) — loops must use it\n(never Notify) for anything needing the operator's decision.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix: route decisions to the approvals inbox, not the notification feed",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-03T10:42:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "af0d70ad646c3c5c6f726cca26a9d98c8a085018",
          "body": "…ting fixes\n\nAudit of the orchestrator flow, CLI completeness, and hardcoded values.\n\nCLI parity (structural, not a hand-maintained list):\n- Agent now exposes its live bound toolset (ToolManifests/ExecuteTool) over\n  new API endpoints GET /api/tools and POST /api/tools/{name} — includes\n  agent-scop\n[…]\nent's memory namespace explicitly; loop\n  Harness() calls pass it through.\n- Env overrides documented in .env.example; README documents the CLI.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: full CLI/harness tool parity, centralized host paths, event-rou…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-02T20:34:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "29f69d030f4fe8dea9f7375601096ea735ffaf31",
          "body": "Monitoring a group did nothing: the proxy path skipped every group message\n(isGroup → return with no action, no notification), so a monitored group could\nnever be addressed — the exact contradiction the operator hit on the CampX\ngroup.\n\nNow group messages go through the proactive proxy too, with a g\n[…]\nddressed.\n\nVerified on the live CampX group: a client's \"I'll update you\" acknowledgment\nis now correctly surfaced (APPROVE) instead of dropped.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(agent): monitored GROUP chats are handled, not silently skipped",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-02T08:49:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c280f27d6ab7c09c771f16d930dbda93d1055660",
          "body": "At high reasoning effort a turn can take a minute+, during which the operator\nsaw nothing and assumed the message was dropped. Now, for an incoming chat\nevent, if the turn is still running after ~6s, KARMAX sends a lightweight\n\"👀 on it…\" to the originating chat so the message is acknowledged immedia\n[…]\no\nextra ack). Complements the system-prompt guidance to narrate progress via\ncomms.send as work proceeds, rather than only reporting at the end.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(agent): slow-turn acknowledgement watchdog (visibility)",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-02T08:44:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "af70275070551d5974d604254b71a373ebd68d5a",
          "body": "Per feedback: whether to delegate to claude_code is an intelligence decision\nand must be made by KARMAX (the model), not by hardcoded keyword lists.\n\n- Removed the keyword-based pre-delegation and post-turn escalation\n  (isActionableTask / isSimpleTask / isClarifyingQuestion) and the associated\n  de\n[…]\nous background loops (proxy/sweep/gchat/bootstrap) keep using the\nharness as their executor, where the judgment comes from Claude, not keywords.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "refactor(agent): KARMAX decides delegation — no hardcoded routing",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-02T07:51:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7e101ff17757c09dd0b4d864c682166d27d19442",
          "body": "sessions, simple-task triage\n\nGoogle Chat (gchat-watch loop): cheap Go-side polling of `gws chat spaces\nlist` every 2m — the LLM is only invoked when a space has NEW activity. The\nClaude harness then reads the thread and acts on the operator's behalf:\nroutine dev chores (e",
          "is_bot": false,
          "headline": "feat: Google Chat watch loop, memory context for claude_code, ephemeral",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-02T07:45:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "322b41c96e1c09a88a3b9a303fcf688ceb1b1a88",
          "body": "Per feedback: the \"act on scan findings\" logic didn't belong hardcoded inside\nthe memory-bootstrap loop. Extracted it into its own loopkit loop.\n\n- memory-bootstrap now only DISCOVERS: it distills facts (→ memory) and pending\n  actionable items (→ a persisted queue), then triggers the executor.\n- Ne\n[…]\nue) decouples the two and\n  survives restarts.\n- loopkit Kit gains RunLoop(name) so one loop can trigger another instead of\n  inlining its work.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "refactor(loops): act-on-pending loop (decouple discovery from execution)",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-02T05:42:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7de81a6009dfd2f81671b8f00c2cde10e6a2ee8d",
          "body": "The webhook proxy only reacts to NEW incoming messages, so items already\npending in monitored chats (an unanswered question, a promised action, a\ndeadline) were never acted on — KARMAX looked idle right after monitoring was\nenabled.\n\nNew `chat-sweep` loop (every 4h + manual): reads the monitored-cha\n[…]\newed 6 chats — 0 auto-acted, 2 correctly\nescalated for approval (a business offer-letter request and two open items),\neach with a drafted reply.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loops): chat-sweep — proactively handle the pending backlog",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-02T05:30:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc912963e0055e26e725ef8a6e6cd44ed879d76a",
          "body": "Deep initial memory: a new `memory-bootstrap` loop scans the operator's\nWhatsApp history and builds detailed long-term memory. The heavy\nreading/distillation runs in the Claude harness sub-agent (its own token\nbudget — not the codex main model): each batch of 4 chats is read via the\nwacli CLI (250 m\n[…]\nxy delegation failures now push an alert (\"couldn't handle —\nX\") instead of dying silently, so nothing goes unhandled while the operator\nsleeps.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(memory): WhatsApp history bootstrap + monitored-chat management",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-01T20:16:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0df6ea99e517f879d02be604a28f5b3a678ad8ee",
          "body": "KARMAX now watches a CURATED set of chats and acts on the operator's behalf,\ninstead of only reacting when told. Which chats are watched is decided by the\nwacli webhook scope (selected_chats), which KARMAX curates via the `wacli` tool\n— community/promo groups are never monitored, so no wasted LLM ca\n[…]\ns manager event,\nand an operator-chat identity (SetOperatorChats) so command vs proxy is\ndistinguished across the WhatsApp phone-JID/@lid split.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(agent): proactive WhatsApp proxy — act on the operator's behalf",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-01T19:29:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "88c27beed7c2ce776e30731d5784cd4b6501e574",
          "body": "Even with post-turn delegation, the mini model still leaked a fabricated\ncompletion: it calls comms.send(\"Done, I added it\") mid-turn (before the tool\nloop returns), so the fake reply reached the user before the real work — and\nthat mid-turn send isn't reliably visible to the post-turn guard.\n\nFix: \n[…]\nied live: delegated \"setup a meet + add to calendar\" -> claude_code created\nthe Google Calendar event with a Meet link and invited the attendee.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(agent): pre-delegate actionable tasks (kill the fabricated \"done\")",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-01T18:49:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cea67fc9194271e973b2b7c9db97c60def1bf5f0",
          "body": "The mini orchestration model (gpt-5.4-mini-high) fabricates completion for\nactionable requests — e.g. it replied \"Done, I added the calendar event\" while\nmaking ZERO tool calls, so nothing happened and the user was misled.\n\n- When an incoming chat message is an actionable task but the model produced\n[…]\n- Fix the google_workspace tool path: gws lives at ~/.hermes/node/bin/gws, not\n  ~/.local/bin/gws, so the tool was pointing at a missing binary.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(agent): delegate unexecuted tasks to claude_code; fix gws path",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-01T18:22:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ca96502e0a0c3931632e7c8b46d6a2d4b25af29e",
          "body": "Incoming WhatsApp/chat messages could go stale with no response: the agent\ngenerated a reply but only delivered it if the model explicitly called\ncomms.send. The small orchestration model often just returns text (or\nacknowledges a task without acting), so its reply was logged and thrown away —\nthe u\n[…]\n\n\nSkipped when comms.send was called (no double-send) or when the model acted via\nanother tool but returned no text (avoids a misleading error).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(agent): never silently drop a chat reply (fallback auto-delivery)",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-01T18:06:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d56562c4ee1e74063747b4fa0847460bcd46dda9",
          "body": "… after\n\nThe approval gate previously fired on every third-party message, which is\nKARMAX's core job — so it asked constantly. Switch messaging to act-and-inform:\n\n- `propose` now gates ONLY genuinely critical, hard-to-undo actions: spending\n  money/purchases, posting publicly, or deleting/overwriti\n[…]\ner).\n\nAlso registers memory.forget as an agent-scoped tool so it stops being flagged\n\"unknown (skipped)\" and is properly available to the agent.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(comms): act-and-inform — send to others without approval, notify…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-01T13:34:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0d573a8c000152107df44c9273942fd93af43ada",
          "body": "Make memory prioritized, reinforced, self-correcting, and self-pruning\ninstead of a flat append-only keyword store.\n\nStructured metadata (real columns, not brittle \"[cat][imp]\" text prefixes):\n- memory_entries gains category, importance (1=low..4=critical), pinned,\n  access_count, last_accessed_at, \n[…]\nstaff. System prompt updated to use pin/rate/ttl/forget.\n\nAdds relevanceBoost unit tests (importance ordering, recency decay, pinned\ndominance).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(memory): agentic, personal-assistant long-term memory",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-01T08:04:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f5eb3b01497e0eabcaeefbb3b300ccb2cb9c03a2",
          "body": "… bridge\n\nWhatsApp is now event-driven and KARMAX no longer hardcodes any chat.\n\nConsumer model (no polling, no hardcoded chats):\n- The channel is a pure webhook consumer: it exposes /comms/whatsapp on the\n  webhook server, verifies the wacli HMAC signature (X-WACLI-Signature, secret\n  from WHATSAPP\n[…]\net and system prompt.\n\nAlso narrows the `propose` approval tool to critical/third-party/irreversible\nactions only (was gating ordinary replies).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(whatsapp): event-based via wacli webhooks + agent control of the…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-01T07:44:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5233a85061f247ec2cffa1ad75bb53d0674dc625",
          "body": "Loops can now fire on three trigger kinds, not just cron:\n- schedule (cron / interval), webhook (route), and manual (on-demand).\n- loopkit.Loop gains a Webhook field; Kit gains Trigger() so a loop can\n  see how it was invoked. Manual-only loops (no schedule, no webhook) are\n  valid. Runtime register\n[…]\n monitor and the command channel actually dispatch new\nmessages. Verified end-to-end: operator message → agent → reply, with\nno self-reply loop.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loops+comms): multi-trigger loops + WhatsApp command channel",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-07-01T01:39:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0882ce1c4527e21d398e62cc2a220eb2876e47e5",
          "body": "…rune\n\nLoops:\n- disable/enable any loop by name without a rebuild (~/.karmax/loops-disabled.txt);\n  the runtime skips disabled loops and the `karmax loops` TUI gains an\n  Enable/disable toggle screen. Works for built-in and installed loops.\n- prune stale persisted scheduler jobs on startup (old YAML\n[…]\nropped the placeholder actions that had no backing endpoint.\n- `karmax doctor` gained a loop-build environment section (Go/git/cc/source/loops).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: loop disable/enable, setup wizard, real CLI commands, doctor, p…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-30T17:23:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aa06116371867e2d222d16d186063fd12a21c2b9",
          "body": "Replace the hand-rolled os.Args switch in main.go with a cobra command tree,\nsplit into focused files:\n  main.go         entry + shared helpers (loadDotEnv, findConfig, Version)\n  root.go         root command, --config persistent flag, wiring (Execute)\n  runtime_cmd.go  start, init, doctor, status\n \n[…]\nelp + shell completion. Behavior preserved; 'karmax start' (the\nsystemd entrypoint) verified to still boot. Drops the custom min() (Go builtin).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "refactor(cli): rebuild the CLI on spf13/cobra, well-structured",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-30T15:26:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e807c2c7db302b91f22616132b3f146c0b94f77f",
          "body": "… delivery\n\nAdd Kit.SendWhatsApp(ctx, target, content) (backed by the comms manager) so a\nloop can deliver to a WhatsApp recipient directly. Rework daily-briefing: the\nagent only COMPILES the briefing text now; the loop delivers it deterministically\nvia Notify (app feed) + SendWhatsApp (number from \n[…]\n dependency on a smaller model remembering to call both delivery\ntools. Verified live: briefing landed in the app feed AND was sent to WhatsApp.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loopkit): SendWhatsApp capability + deterministic daily-briefing…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-30T15:01:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8a57b8194befe1f39fcb2b2da5db1122d553f098",
          "body": "Port tech-news, hot-sync, profile-refresh, and daily-briefing out of the\nkarmax.yaml loops: section into internal/loops/core (loopkit Go loops),\nblank-imported by cmd/karmax. The live karmax.yaml loops list is now empty.\n\n- tech-news runs via the Claude harness (k.Harness) + k.Remember; guards again\n[…]\nurce. The hndigest example is deactivated (kept as a template).\n\nVerified: all 4 register at startup; tech-news fetches + ingests a real digest.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loops): migrate built-in loops from YAML to loopkit plugins",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-30T13:50:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "44123818b8d2925ebf53240813da31c0d07956d1",
          "body": "Loops can now be authored as real Go code instead of one-line YAML prompts:\n\n- pkg/loopkit: public SDK (importable as github.com/MelloB1989/karmax/pkg/loopkit).\n  Loop{Name,Description,Schedule,Run} + a Kit capability interface\n  (Ask/Harness/Remember/Recall/Notify/ReadWhatsApp/HTTP/Config/Logf) + R\n[…]\nns, like Caddy/xcaddy).\nVerified end-to-end: hn-digest fetches HN, summarizes via the harness, and\npushes a digest to the app notification feed.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(loops): loopkit SDK + installable third-party loops + TUI",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-29T21:38:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c18a54bb042f64d8e9960d37e4b5d854f5e1a86b",
          "body": "When a proposal is rejected WITH a note, feed that feedback back to the agent\nso it reworks its approach and submits a revised proposal via the propose tool.\nPlain reject (no note) still just drops it.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(api): reject-with-feedback retries instead of silently dropping",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-29T21:13:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53cfa44c4253a26bfec11b3f20835ebc9a3ab9f7",
          "body": "TTS (expo-speech): listen/stop on assistant replies and notifications\n(briefings read aloud), markdown-stripped speech, and a persisted auto-speak\ntoggle in settings (useSpeech store; stops on dictation so they don't overlap).\n\nSTT (expo-speech-recognition): a mic button in the chat composer dictate\n[…]\nd: bun run lint clean, tsc --noEmit exit 0 (was 5 errors). Both voice\npackages are native modules — they activate in a fresh dev/internal build.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(app): voice — text-to-speech + speech-to-text",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-29T03:34:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a1b9fde090d19c51b6c314dbbf77c482f61ff413",
          "body": "The current Claude CLI rejects '--session-id X --resume' ('--session-id can\nonly be used with --continue/--resume if --fork-session is set'), so resuming a\nprior coding session was silently broken. Use '--resume <id>' to resume and\n'--session-id <id>' only for new sessions (CLI- and end-to-end verif\n[…]\nhe task description with a\n  containment metric (was Jaccard over description+full-output, which tanked\n  the score even for an identical task).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix: claude_code session resume + harden multi-session continuity",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-28T14:01:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "30dd7687b9bf4b5fc2815967fa0675446b77a9a6",
          "body": "…-feedback\n\nBackend:\n- notifications subsystem: notifications table + store + API\n  (GET /api/notifications, /{id}/read, /read-all). app.push now persists every\n  notification before pushing, so the in-app feed survives missed pushes.\n- loop \"harness\" option: a loop can run its prompt directly throu\n[…]\ned cards show the note.\n- inbox tab badge counts pending approvals + unread notifications.\n- notification taps deep-link to the right inbox tab.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: in-app notifications feed, codex-independent loops, reject-with…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-28T10:59:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "775d63d0bfc6b2770b5576575ebb3d53e3671eb7",
          "body": "Fixes the 502 on tool-heavy Codex requests: dotted tool-name sanitize+restore,\nstrips the history:null schema leak (the real blocker), and item_id/call_id arg\ncorrelation. Verified: the full 20-tool agent runs on gpt-5.5-high over WebSocket.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karma to v1.19.1 — Codex now runs the full tool-using agent",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T20:59:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7c83bd6069f3ea77d39bc66bbd09896e7e56edd",
          "body": "Co-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karma to v1.19.0 (Codex WebSocket transport + HTTP fallback)",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T19:02:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "baf93f1c286f99816a92e668942e17409c63bedb",
          "body": "…ry-After backoff)\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bump karma to v1.18.2 (shared Codex session, CF detection, Ret…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T18:25:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a86576ccc68417ac432ce86af04a222a9326c4fc",
          "body": "- Bump karma to v1.18.1 (Codex SSE errors now classified as *APIError with an\n  HTTP-equivalent status: rate_limit->429, codeless response.failed->502, etc.,\n  plus an in-handler retry for transient failures).\n- karmahelper.isRetryableError now uses ai.IsCodexRetryable(err) so transient\n  Codex failures (429/5xx, codeless response.failed) are retried with backoff\n  instead of aborting the fallback chain.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: karma v1.18.1 — surface real Codex errors + retry transient ones",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T11:38:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ade87294375d1f5165222d8852059097213a3a3",
          "body": "getContactsAsync/addContactAsync were moved out of the main expo-contacts entry\nin SDK 56; import them from expo-contacts/legacy so the sync works.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(app): import expo-contacts legacy API to fix contacts sync (SDK 56)",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T11:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b45a89453b3b79b5156cfcc4e412350867bc4b64",
          "body": "- Config tab: a 'contacts' section with a 'sync contacts' button (reads the\n  phone directory and uploads it) plus result feedback.\n- Memory screen: a status line showing how many contacts are linked.\n- Hooks: useContactsStatus (GET /api/contacts) + useSyncContactsNow.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat(app): contacts sync button in config + linked-count in memory",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T11:11:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ddca89f17289ef4296bfbfede18544eeae0e6b17",
          "body": "Co-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "docs: use a fake example number in contact-resolution comments",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T11:07:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4308d8097fe99b31b262c4b65e2e106cf90bcb49",
          "body": "- Backend: contacts table + store (upsert/lookup with country-code-tolerant\n  suffix match) + POST /api/contacts/sync, GET /api/contacts.\n- whatsapp.read now resolves sender/chat JIDs to the operator's saved contact\n  names (sender_name / chat_name / contact_name), so the agent — and therefore\n  mem\n[…]\npeople by name, not number.\n- App: getAllContacts() reads the phone directory; useContactSync uploads it to\n  KARMAX once per session on launch.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: link phone contacts -> resolve WhatsApp numbers to saved names",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T11:06:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "393bf525d808eec9af933ef6643b56b3b4074f7b",
          "body": "Conversation turns (chat questions, agent replies, incoming WhatsApp messages)\nand compaction summaries were auto-stored, flooding memory with chatter that\npolluted the cleanup and relationship graph. Both auto-ingest paths are now\nno-ops; durable facts come only from explicit memory.ingest calls.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(memory): stop auto-ingesting chat turns & compaction summaries",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T10:46:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9daf607e028b117724247e4c963368e1b2b52fca",
          "body": "- Bump github.com/MelloB1989/karma to v1.18.0 (adds the in-process Codex\n  provider: gpt-5.5 / gpt-5.4 / gpt-5.4-mini, auth via ~/.codex/auth.json).\n- karmahelper: map provider \"codex\" -> ai.Codex so KARMAX can run Codex models\n  directly (bypassing the gateway). Codex model slugs pass through resol\n[…]\n memory retrieval, cleanup, and the relationship graph run on\nCodex when Claude access is unavailable. (Live model selection is in karmax.yaml.)\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: karma v1.18.0 + native Codex provider",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T10:16:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f316aa8aa5f8b3ded203aee5fea38f610d2dd066",
          "body": "- New memory_links table + store; an LLM (api/graph.go) maps relationships\n  between memory entries (same person, part-of, depends-on, led-to, …) using\n  short ids it can echo reliably, stored and served via GET /api/memory/graph\n  and POST /api/memory/graph/rebuild.\n- App: the 3D memory tab is now \n[…]\nh Claude access down the\ngateway fallbacks can't produce it (deepseek/Kiro refuses, glm-5 too slow), so\nit populates once Claude access returns.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: LLM-generated relationship memory graph",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T09:11:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a7fd354afbdb9883032809edaf250b37eb1626e",
          "body": "- Memory cleanup: filter AI/system/scaffolding entries out of candidates and a\n  relevance-focused prompt (specific questions about the operator's people/\n  projects/commitments, relationship-aware, never about the AI/system).\n- Contacts: add expo-contacts (lookupNameByPhone + createContact), a\n  create_contact device action, and a backend contact.add tool so KARMAX can\n  save a name+number to the phone (WhatsApp only exposes numbers).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: relevance-focused memory cleanup + contacts (resolve/create)",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T08:49:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "addd340a0f9a9b04ca51083adff5fc0c478f62f2",
          "body": "…cale fix\n\nBackend cleanup:\n- Remove the entire web dashboard (the app replaces it) and all its wiring,\n  config (DashboardConfig + defaults), and references.\n- Remove the unused config watcher and 14 dead functions (verified via\n  deadcode); gofmt the tree.\n\nApp:\n- iOS background execution: expo-ba\n[…]\n connectivity: NSAppTransportSecurity (allow cleartext to the\n  CGNAT 100.x range, which iOS otherwise blocks) + NSLocalNetworkUsageDescription.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: remove dashboard + dead code; app background execution + Tails…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-26T07:53:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e4a669dee40cdf767d9c1a6a1e09e8be4169e874",
          "body": "Co-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "docs: add KARMAX logo to README",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-25T20:28:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9161a0fda5b6dbc873de3c785a7d76d228f1410",
          "body": "- Add /app — the Expo/React Native cockpit (chat, inbox, activity, memory\n  explorer with 3D page-index, config) — source only (node_modules ignored).\n- Add a proper top-level README (overview, architecture, setup, security).\n- Scrub personal data for public release: generic connection defaults and\n  settings placeholder (no hardcoded Tailscale/LAN IPs).\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "chore: bring companion app into the monorepo + add README",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-25T20:22:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f52e072d171d6956efe361c4074fde1bffb9c394",
          "body": "…D details\n\n- /api/messages now serves a dedicated app_messages thread (not the agent's full\n  working history); add new-conversation reset endpoint.\n- Fix coding harnesses: run claude/codex with KARMAX's gateway env stripped and\n  --dangerously-skip-permissions so web search/tools actually work (te\n[…]\norrection.\n- Cold scan: skip community/promo groups by the operator's own-message ratio.\n- Scrub personal phone number from karmax.yaml.example.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: app-only chat thread, harness web-search fix, memory cleanup, 3…",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-25T20:20:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d3457fae3a4e6fffbce2fcd8eee749f69bd746ca",
          "body": "- Decide cold vs hot by the operator's OWN last message in a chat (not the\n  chat's overall activity), so busy groups the operator no longer texts in\n  correctly go cold.\n- Don't skip \"locked\" chats: with wacli access control unconfigured every chat\n  defaults to locked yet reads work, so skipping t\n[…]\n re-check at most once\n  per 24h; bound wacli lookups per tick.\n- Process oldest chats first so genuinely-cold conversations summarize promptly.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "fix(coldscan): key hot/cold on operator's own-message recency",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-25T18:43:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "82b26e6f0070851ec83050ad9680bbccafd801c3",
          "body": "Memory (this round):\n- memory.retrieve is now an agentic opus-4.6 sub-agent with its own tools\n  (profile_read, mem_search, mem_recent, tree_search, chat_summaries, live\n  whatsapp.read) that runs multi-query retrieval and returns synthesized\n  context — mirrors the page-index retrieve_context patte\n[…]\n server (chat/proposals/activity/memory/profile/device-actions/\nintegrations) + mDNS, push tokens, device actions, calendar/reminder/push tools.\n\nCo-Authored by MelloB's coding agent <build@mellob.in>",
          "is_bot": false,
          "headline": "feat: agentic memory overhaul + hot/cold pipeline (and session buildout)",
          "author_name": "Kartik Deshmukh",
          "author_login": "MelloB1989",
          "committed_at": "2026-06-25T18:28:21Z",
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          "body": "- Detect proxy error messages returned as response content (quota exceeded,\n  rate limit, etc.) and treat as retryable instead of forwarding to Discord\n- Add scheduler.add tool so the agent can schedule delayed and recurring tasks\n  (e.g., \"remind me in 5 mins\", \"check status every hour\")\n- Register scheduler tool in runtime with access to the scheduler instance\n\nGenerated by MelloB's coding agent <kartik@lyzn.ai>",
          "is_bot": false,
          "headline": "feat: detect proxy quota-exceeded responses, add scheduler tool",
          "author_name": "KODEXIS -MelloB's Coding Agent",
          "author_login": "mellob-ai",
          "committed_at": "2026-06-04T19:27:57Z",
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          "body": "Root cause: with UseMCPExecution=true, karma executes comms_send\ninternally but does NOT report it in toolCalls. So every check\nfor \"did comms_send fire?\" was always false, triggering the fallback\nauto-reply on top of the LLM's own comms_send call.\n\nFix: remove ALL auto-reply paths. The LLM replies \n[…]\nol loop. If it doesn't\ncall comms_send, that's intentional (internal processing).\n\nAlso: WhatsApp poll interval 5s → 30s to prevent quota flooding.\n\nGenerated by MelloB's coding agent <kartik@lyzn.ai>",
          "is_bot": false,
          "headline": "fix: completely remove auto-reply, throttle WhatsApp polling to 30s",
          "author_name": "KODEXIS -MelloB's Coding Agent",
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          "is_bot": false,
          "headline": "fix: eliminate duplicate Discord replies, fix empty target 405 errors",
          "author_name": "KODEXIS -MelloB's Coding Agent",
          "author_login": "mellob-ai",
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              "followers": 50,
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                "key": "ownership_backing",
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                "detail": "personal (user) account",
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                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
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                "status": "excluded",
                "details": [
                  {
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              {
                "key": "owner_reach",
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                    "code": "owner_followers",
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "167 public repos, account ~6 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
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                    "code": "account_age_years",
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                "max_points": 25
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            "key": "package_maintenance",
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              "ecosystems": "go",
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                "key": "published_resolvable",
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                "key": "publish_recency",
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                "key": "version_history",
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                "key": "not_deprecated",
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        ],
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        "key": "engineering",
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                "key": "openssf_scorecard_ci_tests",
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                "key": "wiki",
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        "metrics": [
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                "key": "code_review",
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                "key": "fuzzing",
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                "key": "security_policy",
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                "key": "signed_releases",
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                "key": "vulnerabilities",
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}