the operator stack · explained

Everything a chatbox skips. Built in.

SaySo OS is the layer between you and every LLM. Below is the full breakdown — what each capability is, why it matters, and how to use it. New accounts start with 300 free credits (≈ 60–150 runs) plus 20 free every day.

Prompt engineering, done for you

You describe the task in plain words. SaySo turns it into a structured, model-ready prompt — automatically.

framework

Framework intelligence

SaySo reads your task and auto-selects a proven prompt structure — COSTAR, RCIT, CRISPE and more.

why
The framework is what separates a vague reply from a precise one. Most people never learn them; you don't have to.
how
Just type. The detected framework appears as a chip — keep it, or switch with one click. Each framework exposes the exact fields it needs.
fields

Smart fields & guardrails

Role, audience, tone, format, constraints — broken into clear slots with examples and inline guidance.

why
Every field you fill removes ambiguity, so the model stops guessing and starts delivering what you meant.
how
Fill what's relevant, skip the rest. Hover any field for a hint. Leave it blank and SaySo still sets a sensible default.
playbooks

Output playbooks

Picking an output type (LinkedIn post, cold email, PRD, code review…) injects expert structure for that exact format.

why
A LinkedIn post and a legal memo need totally different shapes. Playbooks teach the model what 'good' looks like for each.
how
Choose your output format in the composer — the matching playbook is added behind the scenes. Your own instructions always win.

Run it your way

One cockpit for every model, every depth, every budget.

routing

Multi-model, one cockpit

Run GPT, Gemini, Claude and more from a single surface — single-shot or side-by-side compare.

why
No model is best at everything. Comparing answers shows you which one nails your task before you commit.
how
Pick a model for single mode, or select 2+ and hit run to compare. Each lane is tinted in that model's brand colour.
modes

Quick · Standard · Detailed

A response-mode switch that tells the model how much depth you want.

why
Sometimes you want a one-line answer; sometimes you want the full breakdown. One toggle, no re-prompting.
how
Use the mode dropdown in the composer row. Quick keeps it tight, Detailed adds reasoning and ancillary help. Standard is default.
thinking

Thinking modes

Chain-of-thought, tree-of-thought, ReAct and more — switched on with a tap.

why
Harder problems need structured reasoning. These techniques are buried in research papers; here they're a toggle.
how
Open Advanced → choose a thinking method. SaySo wires the reasoning scaffold into your prompt automatically.
cost

Pre-flight cost in ₹

See tokens, credits and the exact rupee cost before you send — and per lane after.

why
No surprise bills, no guessing. You always know what a run costs before spending a credit.
how
The cost chip updates live as you build. Set per-run caps in Cost controls to stay on budget.

Context, scale & reuse

Bring your own material, break down big asks, and keep your best setups.

context

Reference uploads

Attach your own docs, notes and files as context for the answer.

why
The model works from your material instead of generic knowledge — used as reference, never a cage.
how
Click Attach in the composer. Files become chips and are merged into the run payload, not your visible text.
decompose

Break big asks down

Hand over a heavy task; SaySo splits it into a plan, executes step by step, and merges one answer.

why
Large requests overwhelm a single prompt. Decomposition keeps quality high across long, multi-part work.
how
Just ask for the big thing. When a task is complex, SaySo shows the plan it's working through above the result.
memory

Templates & memory

Save your best setups as reusable templates that show up in your Templates library.

why
Stop rebuilding the same prompt. Your go-to setups become one-click starting points.
how
Hit the Save (template) icon by Run. Saved setups appear on the Templates page, ready to load and tweak.

Confidence & output

Know it's right before you spend, then take it anywhere.

quality

Quality score + mismatch alerts

A live quality read and warnings flag gaps or conflicting choices before you run.

why
Catch a weak or contradictory prompt early — before it costs you a credit and a bad answer.
how
Watch the quality meter as you build. Mismatch warnings appear inline with a one-tap fix suggestion.
clarify

AI clarifying questions

SaySo can ask you 1–4 targeted questions — multiple choice plus write-your-own — to sharpen the brief.

why
A couple of quick answers often turns a decent result into exactly what you pictured.
how
Tap Clarify in the composer. Answer the cards, and your picks fold neatly into the prompt.
export

Export anything, any way

Copy or download every result — text as TXT/MD/HTML/DOC/JSON, images as PNG/JPG/WEBP, plus Print/PDF.

why
Your output should live wherever you work, in the format you actually need.
how
Use the copy/export menu under each answer. Image results download as real image files, not prompt text.
coach

Live coach

A handholding coach above the composer that adapts to whatever panel you're using right now.

why
Learn the why behind every control as you go — frameworks, advanced settings, reviews, personalisation.
how
It updates as you move around the Control Room. Dismiss it anytime with ×, bring it back with one tap.

heads up — AI is a brilliant co-pilot, not an oracle. It can draft genius in seconds and also invent a fact with a straight face. SaySo makes it sharper than raw chat, but the final call is always yours — give every answer a once-over before you ship it. 🫡