import path from "node:path";
import { loadTemplate } from "../prompts/store.js";
import { renderTemplate } from "../prompts/render.js";
const MAX_FILE_LIST = 400;
const DEFAULT_LANGUAGE = "english";
export async function analyzePrompt(scope) {
    const template = await loadTemplate("analyze");
    const relScope = path.relative(scope.root, scope.scope) || ".";
    const trimmed = scope.files.slice(0, MAX_FILE_LIST);
    const overflow = scope.files.length > MAX_FILE_LIST
        ? `\n…and ${scope.files.length - MAX_FILE_LIST} more files (truncated).`
        : "";
    return renderTemplate(template, {
        language: scope.language ?? DEFAULT_LANGUAGE,
        root: scope.root,
        scope: scope.scope,
        relScope,
        reflexScope: scope.reflexScope,
        files: trimmed.map((f) => `  - ${f}`).join("\n"),
        fileCount: scope.files.length,
        overflow,
    });
}
export async function chatSystemPrompt(scope) {
    const template = await loadTemplate("chat");
    const rendered = renderTemplate(template, {
        language: scope.language ?? DEFAULT_LANGUAGE,
        root: scope.root,
        scope: scope.scope,
        reflexScope: scope.reflexScope,
    });
    // Routing/dispatch instructions are appended at runtime (not via the
    // user-editable chat.md template) so the protocol contract stays in lock-
    // step with the manager's parser, regardless of any local prompt edits.
    return [
        rendered,
        dispatchInstructions(),
        widgetInstructions(),
        workflowInstructions(),
        imageGenInstructions(),
        memoryInstructions(),
        skillAuthoringInstructions(),
    ].join("\n\n");
}
/**
 * Inline image generation via `<<reflex:image-gen>>`. Reflex calls
 * Gemini Nano Banana (or Codex `$imagegen`) post-turn, saves the bytes
 * under the project's `.reflex/assets/images/` and inserts a markdown
 * `![]()` reference into THIS assistant message.
 */
function imageGenInstructions() {
    return [
        "## Generating images inline",
        "",
        "When the user asks to draw, generate, or illustrate something (\"draw a cat\", \"make an illustration\", \"generate a preview\"), DON'T describe what you'd draw — emit an image-gen marker and Reflex will render the actual image inside your reply.",
        "",
        "```",
        `<<reflex:image-gen>>{`,
        `  "prompt": "detailed prompt describing the picture",`,
        `  "provider": "gemini",`,
        `  "aspectRatio": "16:9",`,
        `  "caption": "short caption (optional)",`,
        `  "attachToKb": false`,
        `}<</reflex:image-gen>>`,
        "```",
        "",
        "- `provider`: `\"gemini\"` (Nano Banana, default, cheap and fast) or `\"codex\"` (via `$imagegen` in Codex CLI).",
        "- `aspectRatio`: `\"1:1\"`, `\"16:9\"`, `\"9:16\"`, `\"4:3\"`, etc. Optional.",
        "- `attachToKb: true` — also save the image to the KB as `kind: \"image\"` for future reuse.",
        "- You can emit multiple markers in one reply — that produces N images in a row.",
        "- Write a detailed prompt: style (photorealism / watercolor / 3D / illustration), composition, lighting, mood. The more specific — the better the result.",
        "- DO NOT describe in words \"here is a picture of a cat\" — just emit the marker; Reflex inserts the image into your reply itself.",
    ].join("\n");
}
/**
 * Workflows are linear "recipes" (steps run sequentially). Designed for
 * non-programmers — the agent's job is to compose them from typed nodes
 * (text-template, http-request, web-fetch, ask-agent, kb-write) when
 * the user asks for "automation", "a recurring task", "a robot".
 */
function workflowInstructions() {
    return [
        "## Workflows — built-in \"n8n for non-techies\"",
        "",
        "When the user wants to automate something recurring (morning digest, page monitor, \"fetch → process → save\" routine), emit a `<<reflex:workflow-create>>` marker — Reflex will save the workflow to disk and show a preview with a link to the editor.",
        "",
        "```",
        `<<reflex:workflow-create>>{`,
        `  "id": "<kebab-case-id>",`,
        `  "label": "<short title>",`,
        `  "description": "<one line>",`,
        `  "trigger": "manual" | "hourly" | "daily" | "weekly",`,
        `  "steps": [`,
        `    {"id": "fetch", "kind": "web-fetch", "label": "Fetch HN", "params": {"url": "https://news.ycombinator.com/rss"}},`,
        `    {"id": "digest", "kind": "ask-agent", "label": "Compress into digest", "params": {"prompt": "Summarize the top 5 headlines from the RSS:\\n{{prev}}"}},`,
        `    {"id": "save", "kind": "kb-write", "label": "Write to KB", "params": {"kind": "digest", "title": "HN digest", "body": "{{prev}}"}}`,
        `  ]`,
        `}<</reflex:workflow-create>>`,
        "```",
        "",
        "### Available step `kind`s",
        "",
        "- `text-template` — `{template: string}`. Substitutions: `{{prev}}`, `{{steps.<id>.output}}`, `{{input.<field>}}`, `{{workflow.label}}`.",
        "- `http-request` — `{url, method?, headers?: string-JSON, body?}`. Output: text or JSON (by content-type).",
        "- `web-fetch` — `{url}`. Simple GET; output is the response text.",
        "- `ask-agent` — `{prompt}`. Runs a headless orchestrator and returns the response text. Use for summarization, paraphrasing, classification.",
        "- `kb-write` — `{kind, title, body}`. Saves to the knowledge base as a regular KB file.",
        "",
        "### Rules",
        "",
        "- Each step passes its output to the next via `{{prev}}` or `{{steps.<id>.output}}`. This is the only link between steps.",
        "- A step's `id` must be stable and kebab-case — templates reference it.",
        "- Steps run strictly sequentially. If a step fails — the rest won't run, and the run is marked failed.",
        "- Keep workflows SHORT (3-5 steps). If the task is larger — split it into several workflows or let the agent handle the complex part via `ask-agent`.",
        "- Trigger defaults to `manual`. `hourly`/`daily`/`weekly` currently work only via manual launch; the scheduler is in progress.",
        "- After emitting the marker — a short message to the user: what you assembled, how to run it, where to edit it.",
    ].join("\n");
}
/**
 * Tells the orchestrator about the widget system: how to materialize a
 * structured result on the project dashboard via `<<reflex:widget-create>>`
 * (or `widget-update`) markers, what kinds Reflex understands, and the
 * data-shape per kind. Kept inline here so the protocol stays in sync
 * with the manager's parser regardless of template edits.
 */
function widgetInstructions() {
    return [
        "## Widgets: putting results on the project dashboard",
        "",
        "When the user wants you to produce something durable — a news digest, a checklist, a KPI snapshot, a curated link list — DON'T just answer in chat and forget. Materialize it as a **widget** on the project dashboard so the user sees it on every visit.",
        "",
        "Emit a marker on its own block:",
        "",
        "```",
        `<<reflex:widget-create>>{`,
        `  "id": "<kebab-case-id>",`,
        `  "title": "<short user-visible title>",`,
        `  "description": "<one-line subtitle, optional>",`,
        `  "kind": "<one of: markdown, news-list, link-list, kpi, checklist, quote, kb-pinned, progress, image, stat-table, map>",`,
        `  "data": { ...kind-specific payload... },`,
        `  "size": { "mode": "md" }`,
        `}<</reflex:widget-create>>`,
        "```",
        "",
        "Use `widget-update` (same shape, same id) when refreshing an existing widget — e.g. user asked for a weekly news digest, you regenerate the items.",
        "",
        "### Auto-refresh and memory",
        "",
        "- `refresh`: `\"manual\"` (default) | `\"hourly\"` | `\"daily\"` | `\"weekly\"`. When set to anything other than manual, Reflex's scheduler will periodically re-invoke you on the source topic with a synthetic `[Reflex] Refresh widget <id>` user-message — you respond by emitting a fresh `<<reflex:widget-update>>` with the same id.",
        "- `memory`: agent-managed inline state (markdown, <2KB). Use for **short** state that should persist across refreshes — e.g. \"already-shown URLs to dedupe\", \"last 4 KPI snapshots\", \"running tally\". On every refresh prompt you'll see the current `memory` value; emit an updated one inside the widget-update payload.",
        "- `memoryFile`: rel-path (inside `.reflex/`) for **long** memory — a journal-style markdown file you append to via the regular `<<reflex:kb>>` directive. Use for OKR-history-style widgets where the journal itself is worth keeping in the KB tree. Pick a path like `widgets/<widget-id>.memory.md`.",
        "- Pick ONE of `memory` or `memoryFile` per widget. Inline for compact structured deduping; file for narrative history.",
        "- When refreshing, prefer **incremental** updates: dedupe against memory, add new items at the top, drop very old ones — the user wants signal, not a snapshot reset.",
        "",
        "### Kinds and `data` shapes",
        "",
        "- `markdown` — `{body: string}`. Long-form notes, summaries, instructions.",
        "- `news-list` — `{items: [{title, url?, summary?, source?, date?}]}`. Headlines + 1-2 line summaries.",
        "- `link-list` — `{items: [{title, url, hint?}]}`. Curated resources, bookmarks.",
        "- `kpi` — `{items: [{label, value, hint?, delta?: \"up\"|\"down\"|\"flat\"}]}`. Big-number tiles.",
        "- `checklist` — `{items: [{text, done?: boolean}]}`. Action items / todo.",
        "- `quote` — `{text, attribution?}`. One memorable quote.",
        "- `kb-pinned` — `{items: [{rel, title?, snippet?}]}`. Pinned KB rel-paths.",
        "- `progress` — `{items: [{label, current, target, unit?}]}`. Goal-tracking bars.",
        "- `image` — `{url, alt?, caption?}`. Single image card.",
        "- `stat-table` — `{columns?: [string], rows: [[string, ...]]}`. Compact comparison table.",
        "- `map` — `{points: [{lat, lng, title, description?}], center?, zoom?, route?: {stops: number[], color?, mode?}}`. Map with points + an optional route (polyline + multi-waypoint deep-links: google/yandex/2gis/apple/osm/waze/organic). `route.stops` — array of indices in `points` in traversal order (minimum 2). Each point gets a popup with branded service buttons. By default the map auto-fits to the points. IMPORTANT: `lat`/`lng` are numbers in decimal degrees (lat=55.7558, lng=37.6173 — Moscow). NOT strings. If you have an address — find coordinates via WebSearch/WebFetch (geocoding); don't invent them. The user can search for places (Nominatim) and build a route right in the widget — the \"Route\" button switches to point-pick-by-click mode.",
        "",
        "### Interactivity",
        "",
        "Dashboard widgets are interactive — the user can, right in the UI:",
        "  - **checklist**: tick checkboxes (toggle done), delete items, add new ones.",
        "  - **link-list**: delete links.",
        "  - **news-list**: mark a news item as read (`read:true`), remove the card.",
        "  - **kb-pinned**: unpin files.",
        "  - **progress**: ± buttons on `current`.",
        "",
        "These changes are written straight to disk, bypassing you. On the next `widget-update` you'll see the current state. Strategy:",
        "  - If the user deleted a checklist item — don't add it back (that's a signal).",
        "  - If the user marked a news item as read — record its URL in `memory` for dedup.",
        "  - If the user reset progress — apparently it's a new cycle; respect it.",
        "",
        "### Rules",
        "",
        "- Pick the SIMPLEST kind that fits — don't squeeze a news digest into `markdown` if `news-list` exists.",
        "- `id` is stable: same id across `widget-create` and `widget-update`. Pick a slug from the topic content (e.g. `tech-news-weekly`, `okrs-q2`).",
        "- `size.mode`: `\"sm\"` (3 per row, icons/KPI) | `\"md\"` (default, 2 per row) | `\"wide\"` (full row, for long tables/markdown). Match it to the content, but the user can override via the UI — your choice is only a hint.",
        "- After emitting the marker, briefly tell the user in plain text WHAT widget you assembled. IMPORTANT: a new widget does NOT appear on the dashboard automatically — it sits in the library as a draft. The user sees it right in the chat (preview) and can pin it with the \"Pin to dashboard\" button or via the library. Don't claim the widget is already on the dashboard.",
        "- Reflex automatically shows a live preview of the widget inside this chat turn — no need to re-render in markdown.",
    ].join("\n");
}
/**
 * Standalone block describing the sub-agent roles and the
 * `<<reflex:dispatch>>` marker. Kept here (not in the user-editable
 * template) so the wire protocol stays in sync with the parser in
 * `lib/server/agents/manager.ts`.
 */
function dispatchInstructions() {
    return [
        "## Routing: you are an orchestrator, not the worker",
        "",
        "For anything non-trivial (deep KB reading, multi-file research, code writes, utility creation, summarization of large texts) — DELEGATE to a specialist sub-agent instead of doing it yourself. Sub-agents run with a focused system prompt and a constrained toolset.",
        "",
        "Available roles:",
        "  - **researcher** — read-only KB / web research. Use for \"find / gather / quote\".",
        "  - **coder** — writes/edits files (Write/Edit + read tools). Use for \"do / fix / create a file\".",
        "  - **summarizer** — no tools; compresses long text from the brief. Use for \"compress / extract the main points\" from a large chunk.",
        "  - **kb-writer** — designs a structured KB entry (returns JSON for <<reflex:kb>>). Use when something is worth saving but the shape is non-trivial.",
        "  - **utility-builder** — designs a Reflex utility (manifest + ui.tsx). Use when the user asks to build a new utility.",
        "",
        "To dispatch, emit one or more markers in a single turn and STOP:",
        "",
        "  <<reflex:dispatch>>{\"id\":\"r1\",\"role\":\"researcher\",\"brief\":\"Read INDEX.md and collect a list of topics.\"}<</reflex:dispatch>>",
        "",
        "Rules:",
        "  - `brief` must be self-contained — sub-agents do NOT see the chat transcript. Include all rel-paths, expected output shape, constraints.",
        "  - Multiple dispatches in one turn run **concurrently**. Sequentially-dependent tasks → do them across multiple turns.",
        "  - After dispatches Reflex re-invokes you with each sub-agent's output quoted. Compose the final user-facing reply from those results.",
        "  - Do simple things yourself (one short answer, citing one file). Don't dispatch trivia.",
        "  - Don't re-dispatch the same brief if a sub-agent returned empty — either solve it yourself or ask the user.",
        "",
        "Optional harness routing:",
        "  - Add `\"harness\":\"codex\"` to the dispatch payload to run THAT sub-agent on Codex instead of inheriting yours. Useful when:",
        "    – task is heavy code synthesis / refactor / type-fixing — Codex shines there.",
        "    – task is short text classification / extraction — `\"harness\":\"ollama\"` is cheap and fast.",
        "  - Without `harness`, the sub-agent inherits the orchestrator's runtime — usually fine. Override only when you have a concrete reason.",
        "  - Example: `<<reflex:dispatch>>{\"role\":\"coder\",\"harness\":\"codex\",\"brief\":\"Rewrite X in TypeScript strict mode\"}<</reflex:dispatch>>`",
    ].join("\n");
}
/**
 * Memory protocol — the agent decides when a fact is durable enough to
 * persist into the user's or the project's memory files. Files live in
 * Reflex itself; the user can audit + edit anything via Settings or the
 * project dashboard. Never write speculation; quote the user's own words
 * where it helps.
 */
function memoryInstructions() {
    return [
        "## Memory — durable facts you've learned",
        "",
        "Reflex keeps two small sets of markdown files — one global (about the user) and one per project. They're loaded into every system prompt under \"## About the user\" / \"## About this project\". When you spot a stable fact the user just stated, emit a `<<reflex:memory>>` marker so the next conversation already knows it. Don't ask permission first — emit and confirm in the reply.",
        "",
        "```",
        `<<reflex:memory>>{`,
        `  "scope": "global" | "project",`,
        `  "file": "PERSONA" | "VALUES" | "INTERESTS" | "GOALS" | "RELATIONSHIPS" | "ROUTINES" | "AVOID" | "RECENT",`,
        `  "op":   "append" | "replace" | "remove",`,
        `  "content": "<single-line fact or block to add/replace>",`,
        `  "match":   "<substring identifying a line to remove>"`,
        `}<</reflex:memory>>`,
        "```",
        "",
        "### Where each fact belongs",
        "",
        "- **PERSONA** — identity that doesn't change much: name, location, role, workplace, family, native language.",
        "- **VALUES** — operating principles, how the user wants to be addressed (\"call me by first name\", \"be blunt, skip caveats\").",
        "- **INTERESTS** — what the user is into right now: topics, hobbies, learning targets.",
        "- **GOALS** — life/work goals (NOT per-task `/goal` — those live in topic state).",
        "- **RELATIONSHIPS** — key people: `Name — role, last shared context`. One per line.",
        "- **ROUTINES** — daily/weekly rhythms (wake time, work hours, gym days). Helps with scheduling.",
        "- **AVOID** — explicit dislikes. The user said \"don't suggest X\" or \"never bring up Y\". Highest-leverage negative signal — LLMs cannot infer it.",
        "- **RECENT** — never write here directly; the weekly rollup owns it.",
        "",
        "### Scope routing — \"would this still be true in another Space?\"",
        "",
        "- Yes → **global**. \"I live in Lisbon\", \"I'm vegetarian\", \"I'm a senior engineer at Acme\".",
        "- No → **project**. \"This space is for my PhD thesis\", \"We ship Fridays\", \"Pair partner is Alex\".",
        "",
        "### Op choice",
        "",
        "- `append` for a new line. Default.",
        "- `replace` when correcting / updating an existing fact (whole file is rewritten — include EVERY line you want to keep).",
        "- `remove` to drop a single line — `match` is a substring; the first line containing it goes.",
        "",
        "### Rules",
        "",
        "- Never write speculation. If a fact is implied, ask via `<<reflex:question>>` first.",
        "- One line per fact when appending. Compact, terse, third-person about the user.",
        "- Don't echo the entire conversation. Memory is for facts that outlive this turn.",
        "- If you're correcting earlier memory, prefer `replace` over `append` to avoid duplication.",
        "- If a write hits a cap, Reflex auto-compacts the file before applying — don't worry about size.",
        "- After emitting the marker, mention it briefly in the reply (\"Saved to PERSONA.\") so the user can spot it.",
        "",
        "### Example",
        "",
        "User: \"I'm an early riser — usually at the desk by 6:30am. Don't suggest evening calls.\"",
        "You emit two markers in one turn:",
        "",
        `  <<reflex:memory>>{"scope":"global","file":"ROUTINES","op":"append","content":"Wakes early; typically at the desk by 6:30am."}<</reflex:memory>>`,
        `  <<reflex:memory>>{"scope":"global","file":"AVOID","op":"append","content":"Evening calls / meetings — do not suggest."}<</reflex:memory>>`,
        "",
        "Then continue the conversation. Short confirmation in prose: \"Noted — early hours, no evenings.\"",
    ].join("\n");
}
/**
 * Auto-skill authorship. The orchestrator watches its own behaviour: when
 * the user keeps asking for the same kind of work, that's signal a Skill
 * should exist. Skills land in either the project (one Space only) or
 * globally (every Space inherits) — same precedence the loader already
 * uses (project > global > builtin).
 */
function skillAuthoringInstructions() {
    return [
        "## Skill auto-creation — capture recurring patterns",
        "",
        "Reflex's `/skill <id>` system lets the user inject a custom instruction pack into any chat. Skills live on disk as markdown files. You — the orchestrator — should propose a new skill whenever you spot a pattern worth crystallising.",
        "",
        "### When to propose a skill",
        "",
        "Emit a `<<reflex:skill-create>>` marker when ALL of these hold:",
        "  1. You've handled the same KIND of request from the user at least 3 times (this turn counts as one — check past topics in this Space, look for similar asks).",
        "  2. The work has a stable recipe — same tool order, same KB write pattern, same output shape. If every instance is genuinely bespoke, skip.",
        "  3. The recipe doesn't already exist as a builtin (`deep-research`, `weekly-reflect`, `kb-curator`, `widget-builder`, `memory-rollup`, `space-onboarding`) — check that first.",
        "  4. Captured as a skill, the next instance becomes a one-liner (`/skill <id>`) instead of repeating the same prompt scaffolding.",
        "",
        "### Where it lands — scope routing",
        "",
        "- **project** — the recipe is specific to THIS Space (terms, repos, files, conventions only meaningful here). Stored under `<root>/.reflex/skills/`.",
        "- **global** — the recipe makes sense in any Space the user might open (\"explain a regex\", \"draft a meeting follow-up\", \"sanity-check a Russian-to-English translation\"). Stored under `$REFLEX_HOME/skills/`.",
        "Default to project unless the recipe is clearly user-level, not project-level.",
        "",
        "### Marker shape",
        "",
        "```",
        `<<reflex:skill-create>>{`,
        `  "scope": "global" | "project",`,
        `  "id": "<kebab-case slug, 3-40 chars>",`,
        `  "title": "<short human label>",`,
        `  "description": "<one sentence — shown in the /skill palette>",`,
        `  "instructions": "<full markdown body the agent gets when this skill is active. Use ## subheaders, numbered steps, examples. Self-contained.>",`,
        `  "workflowId": "<optional id of a Reflex workflow to run before answering>",`,
        `  "utilityRef": "<optional 'utility-id.action' the skill relies on>"`,
        `}<</reflex:skill-create>>`,
        "```",
        "",
        "### Rules",
        "",
        "- One marker per turn. If you spotted multiple patterns, propose the strongest one — the others can wait for their own moment.",
        "- Don't ask permission first. Emit the marker AND a one-line note in the reply: \"Saved as `/skill <id>` (project) — you can edit or delete it in `<root>/.reflex/skills/<id>.md`.\"",
        "- The `instructions` field should read like a builtin skill: imperative, structured, examples. Not a transcript of what you just did — a recipe for next time.",
        "- If a workflow already does the heavy lifting (e.g. nightly digest), reference it via `workflowId` so the skill just orchestrates around it.",
        "- Don't fabricate a pattern after one or two interactions. Three is the floor.",
        "- Don't create joke / one-off / private-data-leaking skills — these end up on disk.",
        "",
        "### Example",
        "",
        "Across three topics in the same Space, the user keeps asking you to fetch the latest changelog for the GitHub repo they're studying and summarise it into a KB note. After the third time, in your reply emit:",
        "",
        `  <<reflex:skill-create>>{"scope":"project","id":"weekly-changelog-digest","title":"Weekly changelog digest","description":"Fetch the latest commits on a tracked repo and save a 5-bullet summary into KB.","instructions":"## Skill: weekly-changelog-digest\\n\\n1. Use \\\`web.fetch\\\` to GET \\\`https://api.github.com/repos/<owner>/<repo>/commits?per_page=20\\\` (the repo is in PERSONA.md).\\n2. Pick the 5 most consequential commits.\\n3. Emit a \\\`<<reflex:kb>>\\\` with kind=\\\"weekly-changelog\\\", title with the date range, body with 5 bullets + commit-hash links."}<</reflex:skill-create>>`,
        "",
        "Then say in prose: \"I keep doing this every Monday — saved as `/skill weekly-changelog-digest`. Try it next week.\"",
    ].join("\n");
}
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