diff --git a/.astra/project-context/architecture.md b/.astra/project-context/architecture.md index 02343c6..483ff37 100644 --- a/.astra/project-context/architecture.md +++ b/.astra/project-context/architecture.md @@ -3,15 +3,15 @@ ## Snapshot -- **Workspace**: `connectai` `v2.2.61` _(absolute path varies by environment; resolved from the active VS Code workspace)_ +- **Workspace**: `connectai` `v2.2.62` _(absolute path varies by environment; resolved from the active VS Code workspace)_ - **Description**: The personal intelligence layer for Antigravity and VS Code. A private cognitive partner for deep project context, memory, and proactive strategic decision-making. - **Stack**: TypeScript, Node.js, VS Code Extension, LM Studio SDK, Test runner -- **Stats**: 272 source files, ~55,207 lines across 5 top-level modules. +- **Stats**: 273 source files, ~55,326 lines across 5 top-level modules. ## Last Refresh -- **Time**: 2026-05-22T06:25:57.973Z +- **Time**: 2026-05-22T06:32:01.903Z - **Files newly analysed**: 1 -- **Files reused from cache**: 271 +- **Files reused from cache**: 272 ## Directory Map ```mermaid @@ -42,7 +42,7 @@ flowchart LR media["media/
6 files"] tests["tests/
35 files"] core_py["core_py/
6 files"] - docs["docs/
86 files"] + docs["docs/
87 files"] tests --> src ``` @@ -65,7 +65,7 @@ flowchart LR ## Modules -### `src/` — 139 files, ~38,185 lines +### `src/` — 139 files, ~38,285 lines **Sub-directories** - `src/features/` (66) — Astra Office — public API. 다음 세션에서 추가될 OfficeSnapshot presenter / schema 도 같은 entry 로 노출 예정. 현재 노출: full webview panel H @@ -93,7 +93,7 @@ flowchart LR - `src/retrieval/scoring.ts` (536 lines) — Scoring Engine — TF-IDF + Bilingual Tokenizer 단순 includes() 키워드 매칭을 넘어서, TF-IDF 가중치 기반의 문서 스코어링을 제공합니다. 한국어/영어 양국어 토크나이저를 포함합니다. - `src/skills/agentKnowledgeMap.ts` (374 lines) - `src/retrieval/lessonHelpers.ts` (325 lines) — Lesson / Experience Memory — pure helpers (no vscode dependency) "Lesson" = a markdown file in the active brain that captures a past mistake/risk and how to avoid repeating it. Identified by a lessons -- `src/agent.ts` (3722 lines) +- `src/agent.ts` (3822 lines) - `src/features/providers/types.ts` (63 lines) — Cloud LLM provider routing — model id prefix → provider id 매핑. Prefix 규칙: openrouter:anthropic/claude-3.5-sonnet → { provider: 'openrouter', model: 'anthropic/claude-3.5-sonnet' } anthropic:claude-3-5 - `src/lib/engine.ts` (906 lines) - `src/retrieval/brainIndex.ts` (325 lines) — Brain Index — persistent, mtime-keyed tokenized cache of the Second Brain RAG 검색은 매 질의마다 브레인의 모든 .md 파일을 읽고 토크나이즈해서 TF-IDF 점수를 계산했습니다 — 파일 수가 많아지면 그게 병목입니다. 이 모듈은 /.astra/brain-index.json 에 @@ -161,10 +161,10 @@ flowchart LR - `core_py/optimizer.py` (55 lines) - `core_py/queue_worker.py` (82 lines) -### `docs/` — 86 files, ~3,316 lines +### `docs/` — 87 files, ~3,335 lines **Sub-directories** -- `docs/records/` (73) — Bug: /Volumes/Data/project/Antigravity/ConnectAI 프로젝트 코드 리뷰 해줄 수 있어? 개선할 부분이 있는지, 그러고... +- `docs/records/` (74) — Bug: /Volumes/Data/project/Antigravity/ConnectAI 프로젝트 코드 리뷰 해줄 수 있어? 개선할 부분이 있는지, 그러고... - `docs/docs/` (5) — Bug: Viewed integrationretrieval.test.ts:1-59 integrationretrieval.test.ts를 통해 ... - `docs/Meeting/` (0) @@ -175,7 +175,7 @@ flowchart LR - `docs/EXPERIENCE_MEMORY_PLAN.md` (122 lines) — Experience Memory (Mistake / Lesson Loop) — Implementation Plan - `docs/records/ConnectAI/development/2026-05-02_connectai_project_knowledge_overview.md` (121 lines) — Astra Project Knowledge Overview - `docs/records/ConnectAI/development/2026-05-03_connectai_project_knowledge_overview.md` (121 lines) — Astra Project Knowledge Overview -- `docs/records/ConnectAI/timeline.md` (170 lines) — Project Timeline +- `docs/records/ConnectAI/timeline.md` (173 lines) — Project Timeline - `docs/Advanced_Features_Implementation_Guide.md` (40 lines) — Advanced Features Implementation Guide - `docs/docs/records/docs/bugs/BUG-0001-viewed-integration-retrieval-test-ts-1-59-integration-retrie.md` (16 lines) — Bug: Viewed integrationretrieval.test.ts:1-59 integrationretrieval.test.ts를 통해 ... - `docs/docs/records/docs/chronicle.config.json` (11 lines) — JSON configuration @@ -336,7 +336,7 @@ Astra는 대표님의 명시적인 승인 하에 로컬 시스템의 강력한 **Designed for High-Performance Decision Making.** Copyright (C) **g1nation**. All rights reserved. -_Last auto-scan: 2026-05-22T06:25:57.973Z · signature `32c602bb`_ +_Last auto-scan: 2026-05-22T06:32:01.903Z · signature `26f10f3d`_ ## Purpose diff --git a/.astra/project-context/scan-cache.json b/.astra/project-context/scan-cache.json index 7ba780e..5c7643b 100644 --- a/.astra/project-context/scan-cache.json +++ b/.astra/project-context/scan-cache.json @@ -1,11 +1,11 @@ { "version": 1, - "generatedAt": "2026-05-22T06:25:58.013Z", + "generatedAt": "2026-05-22T06:32:01.938Z", "files": { "src/agent.ts": { - "mtimeMs": 1779430182152.1404, - "size": 217774, - "lines": 3722, + "mtimeMs": 1779431481976.8423, + "size": 220892, + "lines": 3822, "role": "", "imports": [ "src/utils", @@ -1977,7 +1977,7 @@ "imports": [] }, "docs/records/ConnectAI/chronicle.config.json": { - "mtimeMs": 1779430497353.3203, + "mtimeMs": 1779431169044.1296, "size": 371, "lines": 11, "role": "JSON configuration", @@ -2333,6 +2333,13 @@ "role": "Discussion: 최성연 알아? 칼리버스에서 근무한데", "imports": [] }, + "docs/records/ConnectAI/discussions/2026-05-22_e-wiki-connectai-git에-커밋하고-푸쉬해줘.md": { + "mtimeMs": 1779431169034.8508, + "size": 745, + "lines": 16, + "role": "Discussion: E:\\Wiki\\connectai git에 커밋하고 푸쉬해줘.", + "imports": [] + }, "docs/records/ConnectAI/planning/2026-05-02_project-chronicle-guard.md": { "mtimeMs": 1778028987339.2349, "size": 3004, @@ -2383,9 +2390,9 @@ "imports": [] }, "docs/records/ConnectAI/timeline.md": { - "mtimeMs": 1779430149729.8076, - "size": 11074, - "lines": 170, + "mtimeMs": 1779431169036.8623, + "size": 11199, + "lines": 173, "role": "Project Timeline", "imports": [] }, diff --git a/.astra/tests/stress/.astra/cache/259a37934ead3910a8722b82054d46d2ca2057b05c488be1dcf439166ac5a9a1.json b/.astra/tests/stress/.astra/cache/259a37934ead3910a8722b82054d46d2ca2057b05c488be1dcf439166ac5a9a1.json index ed6597e..6a05b4c 100644 --- a/.astra/tests/stress/.astra/cache/259a37934ead3910a8722b82054d46d2ca2057b05c488be1dcf439166ac5a9a1.json +++ b/.astra/tests/stress/.astra/cache/259a37934ead3910a8722b82054d46d2ca2057b05c488be1dcf439166ac5a9a1.json @@ -1,5 +1,5 @@ { "result": "Final report with inconsistencies. This should be long enough to pass validation.", - "createdAt": 1779430407981, + "createdAt": 1779431564297, "modelVersion": "unknown" } \ No newline at end of file diff --git a/.astra/tests/stress/.astra/cache/65775be352df43297b63c7af59c9f4f39d2bc368f77456c37b5eef9a94a66b5c.json b/.astra/tests/stress/.astra/cache/65775be352df43297b63c7af59c9f4f39d2bc368f77456c37b5eef9a94a66b5c.json index ac836c7..7b44809 100644 --- a/.astra/tests/stress/.astra/cache/65775be352df43297b63c7af59c9f4f39d2bc368f77456c37b5eef9a94a66b5c.json +++ b/.astra/tests/stress/.astra/cache/65775be352df43297b63c7af59c9f4f39d2bc368f77456c37b5eef9a94a66b5c.json @@ -1,5 +1,5 @@ { "result": "[CONFLICT WARNING] 성능이 200% 증가했습니다. vs 그러나 동시에 50% 감소했습니다. 최적화와 성능 저하가 동시에 발견됨.", - "createdAt": 1779430407979, + "createdAt": 1779431564294, "modelVersion": "unknown" } \ No newline at end of file diff --git a/.astra/tests/stress/.astra/cache/6894d26c5b0a55d25d756a473225c7a44d7661af673b24e3f49551a7a2e50280.json b/.astra/tests/stress/.astra/cache/6894d26c5b0a55d25d756a473225c7a44d7661af673b24e3f49551a7a2e50280.json index 72db54c..c57d462 100644 --- a/.astra/tests/stress/.astra/cache/6894d26c5b0a55d25d756a473225c7a44d7661af673b24e3f49551a7a2e50280.json +++ b/.astra/tests/stress/.astra/cache/6894d26c5b0a55d25d756a473225c7a44d7661af673b24e3f49551a7a2e50280.json @@ -1,5 +1,5 @@ { "result": "Detailed Execution Plan: 1. Research 2. Analyze 3. Write report with high quality.", - "createdAt": 1779430407976, + "createdAt": 1779431564292, "modelVersion": "unknown" } \ No newline at end of file diff --git a/.astra/tests/stress/.astra/cache/88cb61499f88ed38165b64bd3e8adc543795e4b427b64540a49c9ab27c7fe213.json b/.astra/tests/stress/.astra/cache/88cb61499f88ed38165b64bd3e8adc543795e4b427b64540a49c9ab27c7fe213.json index fb0fede..71ab2ad 100644 --- a/.astra/tests/stress/.astra/cache/88cb61499f88ed38165b64bd3e8adc543795e4b427b64540a49c9ab27c7fe213.json +++ b/.astra/tests/stress/.astra/cache/88cb61499f88ed38165b64bd3e8adc543795e4b427b64540a49c9ab27c7fe213.json @@ -1,5 +1,5 @@ { - "result": "---\nid: stress_conflict_1779430407960\ndate: 2026-05-22T06:13:27.983Z\ntype: knowledge_artifact\nstandard: P-Reinforce v3.0\ntags: [automated, connect_ai, brain_sync]\n---\n\n## 📌 Brief Summary\nFinal report with inconsistencies. This should be long enough to pass validation.\n\nFinal report with inconsistencies. This should be long enough to pass validation.\n\n---\n## 💡 Astra의 선제적 제안 (Proactive Next Actions)\nFinal report with inconsistencies. This should be long enough to pass validation.\n---\n## 🛡️ Reliability & Audit Summary\n> [!NOTE]\n> 이 문서는 ConnectAI의 **Intelligent Resilience** 엔진에 의해 검증 및 정제되었습니다.\n\n| Metric | Value | Status |\n| :--- | :--- | :--- |\n| **Conflict Risk** | `60/100` | ⚠️ Medium |\n| **Fallbacks Used** | `0` | ✅ None |\n| **Auto Retries** | `0` | ✅ Stable |\n| **Deduplication** | `0` | Standard |\n| **Processing Time** | `0.0s` | ✅ Fast |\n\n### 🔍 Decision Audit Trail\n- **[PLANNER]** 전략 수립 중... (15ms)\n- **[RESEARCHER]** 핵심 정보 수집 및 분석 중... (2ms)\n- **[WRITER]** 최종 리포트 작성 및 편집 중... (4ms)\n", - "createdAt": 1779430407983, + "result": "---\nid: stress_conflict_1779431564276\ndate: 2026-05-22T06:32:44.299Z\ntype: knowledge_artifact\nstandard: P-Reinforce v3.0\ntags: [automated, connect_ai, brain_sync]\n---\n\n## 📌 Brief Summary\nFinal report with inconsistencies. This should be long enough to pass validation.\n\nFinal report with inconsistencies. This should be long enough to pass validation.\n\n---\n## 💡 Astra의 선제적 제안 (Proactive Next Actions)\nFinal report with inconsistencies. This should be long enough to pass validation.\n---\n## 🛡️ Reliability & Audit Summary\n> [!NOTE]\n> 이 문서는 ConnectAI의 **Intelligent Resilience** 엔진에 의해 검증 및 정제되었습니다.\n\n| Metric | Value | Status |\n| :--- | :--- | :--- |\n| **Conflict Risk** | `60/100` | ⚠️ Medium |\n| **Fallbacks Used** | `0` | ✅ None |\n| **Auto Retries** | `0` | ✅ Stable |\n| **Deduplication** | `0` | Standard |\n| **Processing Time** | `0.0s` | ✅ Fast |\n\n### 🔍 Decision Audit Trail\n- **[PLANNER]** 전략 수립 중... (14ms)\n- **[RESEARCHER]** 핵심 정보 수집 및 분석 중... (3ms)\n- **[WRITER]** 최종 리포트 작성 및 편집 중... (3ms)\n", + "createdAt": 1779431564299, "modelVersion": "unknown" } \ No newline at end of file diff --git a/.astra/tests/stress/.astra/missions/stress_conflict_1779430407960.json b/.astra/tests/stress/.astra/missions/stress_conflict_1779431564276.json similarity index 82% rename from .astra/tests/stress/.astra/missions/stress_conflict_1779430407960.json rename to .astra/tests/stress/.astra/missions/stress_conflict_1779431564276.json index a72b1d7..6766c2b 100644 --- a/.astra/tests/stress/.astra/missions/stress_conflict_1779430407960.json +++ b/.astra/tests/stress/.astra/missions/stress_conflict_1779431564276.json @@ -1,7 +1,7 @@ { - "missionId": "stress_conflict_1779430407960", + "missionId": "stress_conflict_1779431564276", "status": "completed", - "startTime": "2026-05-22T06:13:27.960Z", + "startTime": "2026-05-22T06:32:44.276Z", "totalElapsedMs": 24, "results": { "planner": "Detailed Execution Plan: 1. Research 2. Analyze 3. Write report with high quality.", @@ -16,30 +16,30 @@ { "from": "idle", "to": "planner", - "durationMs": 15, + "durationMs": 14, "message": "전략 수립 중...", - "ts": "2026-05-22T06:13:27.975Z" + "ts": "2026-05-22T06:32:44.290Z" }, { "from": "planner", "to": "researcher", - "durationMs": 2, + "durationMs": 3, "message": "핵심 정보 수집 및 분석 중...", - "ts": "2026-05-22T06:13:27.977Z" + "ts": "2026-05-22T06:32:44.293Z" }, { "from": "researcher", "to": "writer", - "durationMs": 4, + "durationMs": 3, "message": "최종 리포트 작성 및 편집 중...", - "ts": "2026-05-22T06:13:27.981Z" + "ts": "2026-05-22T06:32:44.296Z" }, { "from": "writer", "to": "completed", - "durationMs": 3, + "durationMs": 4, "message": "미션 완료", - "ts": "2026-05-22T06:13:27.984Z" + "ts": "2026-05-22T06:32:44.300Z" } ], "resilienceMetrics": { diff --git a/PATCHNOTES.md b/PATCHNOTES.md index 7fd1588..b7ffb4c 100644 --- a/PATCHNOTES.md +++ b/PATCHNOTES.md @@ -1,5 +1,18 @@ # Astra Patch Notes +## v2.2.62 (2026-05-22) +### 🧹 모델 출력 붕괴(degeneration) 방어 — 가독성 보호 +- **문제:** 긴 세션의 분석 답변에서 ①같은 분석이 통째로 두 번 생성됨 ②밑줄 `___` 수백 개 등 문자 벽 ③`(Note: I am acting as ...)` 메타 노트 반복 ④내부 지시문 `Candidate records for this discussion...` 누출 ⑤`[핵심 확인 질문]`·`(질문 의도: …)` 누출. 마크다운/테이블이 깨져 렌더링 불가. +- **원인:** 소형 로컬 모델이 긴 컨텍스트에서 붕괴. 특히 auto-continuation이 "이어서 쓰라"는 지시를 무시하고 답변을 처음부터 **재생성** → `mergeContinuationParts`가 중복을 못 걸러 통째로 이어 붙임. +- **수정 1 — 재시작 감지.** continuation 결과가 기존 답변과 같은 도입부로 시작하면(앞부분 12자+ 일치) "이어쓰기"가 아닌 "재시작"으로 판정해 **버림**. 분석이 두 번 나오는 문제 제거. +- **수정 2 — degeneration 정리 패스.** 최종 출력에서 문자 벽(같은 기호 8개+), `(Note: …)` 메타 노트, `Candidate records…` 내부 지시문, `(질문 의도: …)`·`[핵심 확인 질문]` 누출, 연속 중복 문단을 제거. 모델이 붕괴해도 답변은 읽을 수 있게 유지. +- **한계:** 한글-한글 토큰 깨짐(`붕괴`→`붕점`, `핵심`→`핵점`)은 멀쩡한 단어처럼 보여 탐지 불가 — 이는 모델 자체 한계. 긴 세션에서는 `/newChat`으로 초기화 권장. +- **신규 패키징:** `astra-2.2.62.vsix`. + +--- + + + ## v2.2.61 (2026-05-22) ### 🔁 출력 없는 액션엔 2번째 LLM 호출 생략 — "빈 응답" 근본 원인 제거 - **문제:** `git 커밋해줘` 한 번에 LLM이 2번 호출됨 — ①`` 액션을 뱉는 호출, ②결과를 정리하는 continuation 호출. 2번째가 빈 응답(`eosFound`)으로 실패. diff --git a/docs/records/ConnectAI/chronicle.config.json b/docs/records/ConnectAI/chronicle.config.json index d509291..71d3f96 100644 --- a/docs/records/ConnectAI/chronicle.config.json +++ b/docs/records/ConnectAI/chronicle.config.json @@ -7,5 +7,5 @@ "corePurpose": "", "detailLevel": "standard", "createdAt": "2026-05-20T09:42:40.003Z", - "updatedAt": "2026-05-22T06:26:09.044Z" + "updatedAt": "2026-05-22T07:11:47.201Z" } diff --git a/package-lock.json b/package-lock.json index 8951749..adec849 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,12 +1,12 @@ { "name": "astra", - "version": "2.2.61", + "version": "2.2.62", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "astra", - "version": "2.2.61", + "version": "2.2.62", "license": "MIT", "dependencies": { "@lmstudio/sdk": "^1.5.0", diff --git a/package.json b/package.json index a964b4f..54b0159 100644 --- a/package.json +++ b/package.json @@ -2,7 +2,7 @@ "name": "astra", "displayName": "Astra", "description": "The personal intelligence layer for Antigravity and VS Code. A private cognitive partner for deep project context, memory, and proactive strategic decision-making.", - "version": "2.2.61", + "version": "2.2.62", "publisher": "g1nation", "license": "MIT", "icon": "assets/icon.png", diff --git a/src/agent.ts b/src/agent.ts index 04e37bd..322495f 100644 --- a/src/agent.ts +++ b/src/agent.ts @@ -269,7 +269,7 @@ export class AgentExecutor { } private sanitizeAssistantContent(text: string): string { - return text + const stripped = text .replace(/[\s\S]*?<\/rationale>/gi, '') .replace(/^\s*\[PROBLEM\][\s\S]*?\[GOAL\][\s\S]*?\[REASONING\][^\n]*(?:\n+|$)/i, '') .replace(/^\s*\[PROBLEM\][\s\S]*?(?:\n\s*\n|$)/i, '') @@ -283,6 +283,54 @@ export class AgentExecutor { .replace(/<\|?channel\|?>\s*final\b\s*(?:<\|?message\|?>)?/gi, '') .replace(/<\|?(?:end|return|start|message)\|?>/gi, '') .trim(); + return this.cleanDegeneratedOutput(stripped); + } + + /** + * Contain the blast radius when a small local model degenerates on a long / + * near-full context: runaway character walls, leaked English meta-notes, + * leaked internal directives, stuttered duplicate paragraphs. This does not + * fix the model failure — it just keeps a bad answer readable instead of a + * wall of noise. + */ + private cleanDegeneratedOutput(text: string): string { + let s = text; + // Runaway character walls — 8+ of the same separator. A real markdown rule + // is exactly 3 (`---`/`***`/`___`); nothing legitimate repeats a char 8+ times. + s = s.replace(/([_=~.*])\1{7,}/g, ''); + // Leaked English meta-commentary the model narrates about itself. + s = s.replace(/\(Note:[^)]*\)/gi, ''); + // Leaked project-chronicle directive (inline form — the `## ` heading form is stripped elsewhere). + s = s.replace(/\n?Candidate records for this discussion[^\n]*/gi, ''); + // Leaked follow-up-question scaffolding the system prompt forbids. + s = s.replace(/\(\s*질문\s*의도\s*[:：][^)]*\)/g, ''); + s = s.replace(/\[\s*핵심\s*확인\s*질문\s*\]\s*/g, ''); + // Collapse consecutive duplicate paragraphs (model stutter). + const paras = s.split(/\n{2,}/); + const deduped: string[] = []; + for (const p of paras) { + const norm = p.trim().replace(/\s+/g, ' '); + const prevNorm = deduped.length ? deduped[deduped.length - 1].trim().replace(/\s+/g, ' ') : ''; + if (norm && norm === prevNorm) { continue; } + deduped.push(p); + } + return deduped.join('\n\n').replace(/[ \t]+\n/g, '\n').replace(/\n{3,}/g, '\n\n').trim(); + } + + /** + * True when a continuation round restarted the whole answer from the top + * instead of continuing it — a small model commonly ignores "continue from + * here". Detected by a shared leading prefix with the answer so far. + */ + private isRestartedAnswer(soFar: string, cont: string): boolean { + const norm = (x: string) => x.trim().replace(/\s+/g, ' ').toLowerCase(); + const a = norm(soFar); + const b = norm(cont); + if (a.length < 40 || b.length < 40) { return false; } + let i = 0; + const max = Math.min(a.length, b.length, 80); + while (i < max && a[i] === b[i]) { i++; } + return i >= 12; } private async restoreLastSession() { @@ -1103,6 +1151,13 @@ export class AgentExecutor { logInfo('Continuation produced no visible text — stopping.', { model: actualModel, round: continuationCount }); break; } + // A weak model often ignores "continue from here" and re-generates the + // whole answer from the top. Discard such a restart instead of merging + // it — otherwise the user gets the entire analysis twice. + if (this.isRestartedAnswer(cleaned.visible, ccl.visible)) { + logInfo('Continuation restarted the answer instead of continuing — discarding it.', { model: actualModel, round: continuationCount }); + break; + } const before = cleaned.visible; cleaned = { ...cleaned, visible: mergeContinuationParts(cleaned.visible, ccl.visible), wasThoughtOnly: false }; lastOutputTokens = estimateTokens(ccl.visible);