351 lines
12 KiB
JavaScript
351 lines
12 KiB
JavaScript
/**
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* Context compaction: heuristic fallback + optional one-shot LLM summary.
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*
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* Tool schemas are reserved out of historyBudget. Compact against conversation
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* tokens only — never treat a large tool list as "history is full".
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*/
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const truncate = require('./truncate.js');
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const CHAR_PER_TOKEN = 3;
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const THRESHOLD = 0.68;
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const MIN_SUMMARY = 80;
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const MIN_COMPACT_MESSAGES = 4;
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const COMPACT_PROMPT =
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'Summarize this coding-agent conversation. Use exactly these sections:\n' +
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'1. Goal\n' +
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'2. Done\n' +
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'3. Files / decisions\n' +
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'4. Open work\n' +
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'5. Next action\n' +
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'Be specific (paths, names, errors). Do not say the conversation was compacted.';
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const VOICE_COMPACT_PROMPT =
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'Summarize this spoken assistant conversation for the next turn. Use exactly these sections:\n' +
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'1. Latest user request\n' +
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'2. Facts from tools\n' +
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'3. What was already answered\n' +
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'4. Open follow-ups, original goal, user preferences and corrections\n' +
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'Be specific. Do not greet. Do not say the conversation was compacted.';
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function contentChars(content) {
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if (content == null) return 0;
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if (typeof content === 'string') return content.length;
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if (Array.isArray(content)) {
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let n = 0;
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for (let i = 0; i < content.length; i++) {
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const p = content[i];
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if (p == null) continue;
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if (typeof p === 'string') n += p.length;
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else if (p.text) n += String(p.text).length;
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else if (p.type === 'image_url' || p.image_url) n += 1600;
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else n += JSON.stringify(p).length;
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}
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return n;
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}
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return JSON.stringify(content).length;
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}
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function messageChars(m) {
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if (!m) return 0;
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let n = contentChars(m.content);
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if (m.tool_calls) n += JSON.stringify(m.tool_calls).length;
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if (m.name) n += String(m.name).length;
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return n + 8;
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}
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function nonSystemCount(messages) {
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let n = 0;
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for (const m of messages || []) {
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if (m && m.role !== 'system') n += 1;
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}
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return n;
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}
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function conversationTokens(messages) {
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let n = 0;
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for (const m of messages || []) n += messageChars(m);
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return Math.ceil(n / CHAR_PER_TOKEN);
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}
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function toolTokens(tools) {
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return Math.ceil(JSON.stringify(tools || []).length / CHAR_PER_TOKEN);
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}
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function estimateTokens(messages, tools) {
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return conversationTokens(messages) + toolTokens(tools);
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}
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function historyBudget(ctxSize, tools, attempt, extraTokens = 0) {
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const cap = ctxSize > 0 ? Number(ctxSize) : 8192;
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const toolTok = toolTokens(tools);
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const reserve = Math.max(384, Math.floor(cap * (0.18 + (Number(attempt) || 0) * 0.08)));
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return Math.max(240, Math.floor(cap * 0.72) - toolTok - reserve - extraTokens);
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}
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function shouldCompact(messages, tools, ctxSize, extraTokens = 0) {
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const budget = historyBudget(ctxSize, tools, 0, extraTokens);
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const tokens = conversationTokens(messages);
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// Large first requests or tool results can overflow before four messages.
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// A small greeting must not be discarded merely because schemas are large.
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return tokens > budget && (nonSystemCount(messages) >= MIN_COMPACT_MESSAGES || conversationTokens((messages || []).filter((m) => m.role !== 'system')) > 1024);
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}
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function isOverflowError(err) {
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const s = String((err && err.message) || err || '');
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return /context window|context.?length|too many tokens|maximum context|prompt too (?:long|large)|prompt exceeds|ContextOverflow|reduce the prompt size/i.test(
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s
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);
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}
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function usage(messages, tools, ctxSize) {
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return snapshot(estimateTokens(messages, tools), ctxSize);
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}
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function snapshot(used, ctxSize) {
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const limit = ctxSize > 0 ? Number(ctxSize) : 8192;
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const n = Math.max(0, Math.round(Number(used) || 0));
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const pct = limit ? Math.min(100, Math.round((n / limit) * 1000) / 10) : 0;
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return {
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used: n,
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limit,
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pct,
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threshold: Math.round(THRESHOLD * 100),
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over: n > Math.floor(limit * THRESHOLD),
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};
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}
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function isDegenerate(summary) {
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const s = String(summary || '').trim();
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if (s.length < MIN_SUMMARY) return true;
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if (/conversation compacted/i.test(s)) return true;
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if (/^\s*\[earlier conversation compacted\]\s*$/i.test(s)) return true;
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return false;
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}
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function isRealUser(m) {
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if (!m || m.role !== 'user') return false;
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const c = String(m.content || '');
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if (c.indexOf('<system-reminder>') >= 0) return false;
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if (c.indexOf('[conversation summary]') >= 0) return false;
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if (c.indexOf('[memory]') === 0) return false;
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if (c.indexOf('[git status]') === 0) return false;
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return true;
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}
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// Keep native tool exchanges atomic: results must never outlive their calls.
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function messageGroups(messages) {
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const groups = [];
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for (const message of messages) {
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const previous = groups[groups.length - 1];
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if (message.role === 'tool') {
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const calls = previous && previous[0].tool_calls;
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if (calls && calls.some((call) => call.id === message.tool_call_id)) previous.push(message);
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continue;
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}
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groups.push([message]);
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}
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return groups;
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}
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function rebuildHistory(messages, summary) {
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const list = Array.isArray(messages) ? messages : [];
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const systems = list.filter((m) => m.role === 'system');
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const lastUser = lastRealUserIndex(list);
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// Older turns belong in the summary, never after the latest request.
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const tail = lastUser >= 0 ? list.slice(lastUser) : list.filter((m) => m.role !== 'system');
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return systems.concat(
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{ role: 'user', content: '[conversation summary]\n' + String(summary || '').trim() },
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messageGroups(tail.filter((m) => m.role !== 'system')).flat()
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);
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}
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function truncateMsg(m, maxChars) {
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if (!m) return m;
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const copy = Object.assign({}, m);
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const c = copy.content;
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if (typeof c === 'string' && c.length > maxChars) {
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copy.content = truncate.truncateWithMarker(c, maxChars);
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} else if (Array.isArray(c)) {
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copy.content = c.map((part) => {
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if (!part || typeof part !== 'object') return part;
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if (typeof part.text === 'string' && part.text.length > maxChars) {
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return Object.assign({}, part, { text: truncate.truncateWithMarker(part.text, maxChars) });
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}
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return part;
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});
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}
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return copy;
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}
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function lastRealUserIndex(list) {
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for (let i = list.length - 1; i >= 0; i--) {
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if (isRealUser(list[i])) return i;
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}
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return -1;
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}
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function overHistoryBudget(keep, budget) {
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return conversationTokens(keep) > budget;
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}
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function heuristicCompact(messages, opts) {
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opts = opts || {};
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const budget = opts.budgetTokens || 6000;
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const list = messages || [];
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const tokens = conversationTokens(list);
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if (tokens <= budget || (!opts.aggressive && nonSystemCount(list) < MIN_COMPACT_MESSAGES && conversationTokens(list.filter((m) => m.role !== 'system')) <= 1024))
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return list.slice();
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const systems = list.filter((m) => m.role === 'system');
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const lastUser = lastRealUserIndex(list);
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const request = lastUser >= 0 ? list[lastUser] : null;
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const older = list.slice(0, lastUser >= 0 ? lastUser : 0).filter((m) => m.role !== 'system');
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const tail = list.slice(lastUser >= 0 ? lastUser + 1 : 0).filter((m) => m.role !== 'system');
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let groups = messageGroups(tail);
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// Preserve an existing summary across repeated compactions. The fallback
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// carries real excerpts rather than replacing memory with a generic notice.
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const memory = transcript(older.concat(tail));
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const fixed = systems.concat(request ? [request] : []);
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const spareChars = Math.max(0, (budget - conversationTokens(fixed) - 12) * CHAR_PER_TOKEN);
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const summaryCap = Math.min(2400, Math.floor(spareChars * (groups.length ? 0.4 : 1)));
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let summary = memory && summaryCap >= 64
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? { role: 'user', content: '[conversation summary]\n' + boundedExcerpt(memory, summaryCap) }
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: null;
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const assemble = () => systems.concat(summary ? [summary] : [], request ? [request] : [], groups.flat());
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let keep = assemble();
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// Shrink bulky results first; preserve call ids, arguments and ordering.
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for (const cap of [1600, 600, 180]) {
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if (!overHistoryBudget(keep, budget)) break;
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groups = groups.map((group) => group.map((m) => truncateMsg(m, cap)));
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keep = assemble();
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}
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while (overHistoryBudget(keep, budget) && groups.length) {
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groups.shift();
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keep = assemble();
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}
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if (overHistoryBudget(keep, budget) && summary) {
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summary = null;
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keep = assemble();
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}
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// The system instructions and latest request are never silently truncated.
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// If these alone exceed the window, the caller reports the overflow.
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return keep;
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}
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function boundedExcerpt(text, maxChars) {
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if (text.length <= maxChars) return text;
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const marker = '\n[earlier details omitted]\n';
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const remaining = Math.max(0, maxChars - marker.length);
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const head = Math.floor(remaining * 0.6);
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return text.slice(0, head) + marker + text.slice(-(remaining - head));
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}
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function compact(messages, opts) {
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return heuristicCompact(messages, opts);
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}
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function transcript(messages) {
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return (messages || [])
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.map((m) => {
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const role = m && m.role ? m.role : 'unknown';
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const name = m && m.name ? ' ' + m.name : '';
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const content = m && m.content != null ? m.content : '';
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const body = typeof content === 'string' ? content : JSON.stringify(content);
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if (body.startsWith('[conversation summary]')) return body.slice('[conversation summary]'.length).trim();
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return role + name + ':\n' + body + (m && m.tool_calls ? '\nTool calls: ' + JSON.stringify(m.tool_calls) : '');
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})
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.join('\n\n');
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}
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function isVoice(opts) {
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return !!(opts && opts.voice);
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}
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function autoContinue(messages, opts) {
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if (isVoice(opts)) return null;
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const list = messages || [];
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const last = list[list.length - 1];
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if (!last) return null;
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if (last.role === 'tool' || last.role === 'assistant') {
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return {
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role: 'user',
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content:
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'<system-reminder>\nContinue the work from the summary. Do not wait for a new user request.\n</system-reminder>',
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};
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}
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return null;
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}
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function compactReminder(opts) {
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if (isVoice(opts)) {
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return (
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'<system-reminder>\n' +
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'Context was compacted. Trust the summary and the last user request. Answer that request. Do not greet again.\n' +
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'</system-reminder>'
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);
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}
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return (
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'<system-reminder>\n' +
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'Context was compacted. Trust the summary and the last user request. Re-read files before further edits. Follow AGENTS.md if present.\n' +
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'</system-reminder>'
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);
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}
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async function compactWithLlm(messages, opts) {
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opts = opts || {};
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const fallback = () => heuristicCompact(messages, opts);
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if (!opts.aggressive && nonSystemCount(messages) < MIN_COMPACT_MESSAGES && conversationTokens((messages || []).filter((m) => m.role !== 'system')) <= 1024) {
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return (messages || []).slice();
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}
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const complete = opts.complete;
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if (typeof complete !== 'function') return fallback();
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const voice = isVoice(opts);
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const cap =
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opts.maxTranscriptChars ||
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Math.max(1500, Math.min(24000, Math.floor((opts.budgetTokens || 4000) * CHAR_PER_TOKEN * 0.45)));
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const body = truncate.truncateWithMarker(transcript((messages || []).filter((m) => m.role !== 'system')), cap);
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const prompt = voice ? VOICE_COMPACT_PROMPT : COMPACT_PROMPT;
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const sys = voice
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? 'Reply with the four summary sections only. No tools. Do not greet.'
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: 'Reply with the five summary sections only. No tools.';
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try {
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const result = await complete({
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history: [
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{ role: 'system', content: sys },
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{ role: 'user', content: prompt + '\n\n---\n\n' + body },
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],
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tools: [],
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});
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const summary = result && result.text;
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if (isDegenerate(summary)) return fallback();
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return heuristicCompact(rebuildHistory(messages, summary), Object.assign({}, opts, { aggressive: true }));
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} catch (_) {
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return fallback();
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}
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}
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module.exports = {
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CHAR_PER_TOKEN,
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THRESHOLD,
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MIN_SUMMARY,
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MIN_COMPACT_MESSAGES,
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COMPACT_PROMPT,
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VOICE_COMPACT_PROMPT,
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conversationTokens,
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toolTokens,
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estimateTokens,
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historyBudget,
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shouldCompact,
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nonSystemCount,
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isOverflowError,
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usage,
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snapshot,
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isDegenerate,
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rebuildHistory,
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heuristicCompact,
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compact,
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autoContinue,
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compactReminder,
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compactWithLlm,
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};
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