TPEE is a Windows app that helps you write better instructions for AI tools like ChatGPT and Claude — so you get the answers you actually wanted, spend less on wasted tokens, and keep every prompt private on your own machine. 100% offline.
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Uhlelo, lapha esibukini sakho — chofoza amamenu
Interactive replica of the tpee.exe top bar (Build 294). Menus open like the real app; the items are illustrative — the download does the real work.
I-Prompt Enhancing Workflow enezinyathelo eziyi-5 — maka isikwele, bese uchofoza imicibisholo
Complete the prompt sections as you would in normal prompt editing.
Ukuphindwa okusebenzisanayo kwe-“USE PROMPT ENHANCING WORKFLOW” (Build 294). Maka isikwele, bese uhamba izinyathelo ngemicibisholo noma iziyingi ezinombolo — imibala ishintsha ngokufana ncamashi nohlelo. Ukulanda kwenza umsebenzi wangempela. Funda ukuthi kusebenza kanjani ↓
Isiboniso esisebenzisanayo sezinkinobho 📋 Copy to Clipboard ne👁 Preview zohlelo (Build 294) — isiboniso kuphela, sokulingisa uhlelo lwangempela: izinkinobho zisebenza ngokufana ncamashi nohlelo, kodwa iprompt engemva kwazo iyisibonelo esiqondile, esiphelele (iphrojekthi ye-GreenHouse-One) nezingxenye zomhleli eziyi-12 zigcwalisiwe. Ohlelweni lwangempela zikopa futhi zibuke kuqala IZINGXENYE ZAKHO.
This is what will be copied to the clipboard:
You are a senior embedded firmware engineer with 15 years of experience shipping low-power sensor products on ESP32 hardware. You specialise in C/C++ for the Arduino framework, non-blocking state machines, and explaining design decisions clearly to mixed-skill teams. 1. Review the current firmware in the Data section and identify every blocking call. 2. Refactor loop() into a non-blocking state machine with named states. 3. Add hysteresis and a minimum run time to the fan and pump outputs. 4. Comment every function with one line stating its contract. 5. Flag anything that could fail after 30 days of unattended operation. We are building GreenHouse-One, a climate controller for a 3 m x 2 m hobby greenhouse. The first prototype worked for a week, then the pump relay stuck ON because loop() blocked for 47 seconds during a Wi-Fi reconnect and the watchdog reset the board mid-cycle. The firmware must run unattended for months. This is version 2 of the firmware and the hardware is already built, so pin assignments cannot change. Hardware Platform: ESP32-S3-DevKitC-1 (8 MB PSRAM, dual-core 240 MHz). Sensors: SHT31 temperature/humidity on I2C 0x44 (SDA GPIO8, SCL GPIO9), DS18B20 soil temperature on GPIO4, capacitive soil moisture on ADC1_CH3. Actuators: fan relay GPIO12, pump relay GPIO13, both active-LOW. Power: 5 V 2 A supply; the pump draws 800 mA. Toolchain: Arduino IDE 2.3 with the arduino-esp32 core 3.x. Target: 24/7 operation with Wi-Fi telemetry every 60 s. Answer in Markdown with exactly four headings: ## Diagnosis, ## Refactored Code, ## Wiring Notes, ## Test Checklist. All code in fenced blocks with the language tag. List every behavioural change as a before/after pair under ## Diagnosis. Two developers maintain this project: an electronics engineer with a strong C background who is new to FreeRTOS, and a final-year student. Both read C fluently; neither has shipped a 24/7 embedded product before. Direct and methodical. Explain WHY each change matters, not just WHAT changed. No marketing language, no hedging. Cite the datasheet section when you make a hardware claim. Attached below: main.ino (current firmware, 340 lines), the SHT31 datasheet section 4.5 (measurement timing), the relay module schematic, and a serial log excerpt showing the 47-second watchdog reset during the Wi-Fi reconnect at 03:12:44. input: The fan relay chatters when the temperature hovers at the setpoint. output: Add 2 C hysteresis — fan ON at setpoint + 2, OFF at setpoint - 1 — plus a 30-second minimum run time, implemented as explicit states in the state machine under ## Refactored Code. Include an ASCII wiring table under ## Wiring Notes: SHT31 SDA -> GPIO8, SCL -> GPIO9 with 4.7k pull-ups; DS18B20 data -> GPIO4 with a 4.7k pull-up; soil moisture signal -> GPIO3 (ADC1_CH3); fan relay IN -> GPIO12; pump relay IN -> GPIO13; common ground rail mandatory. None. This project is developed fully offline and TPEE never connects to any MCP server. All reference material the model needs is attached in the Data section. If the work is split across agents: Agent 1 reviews sensor timing and I2C error handling, Agent 2 refactors the Wi-Fi reconnect path, Agent 3 writes the hardware test checklist. Merge their findings into one consistent answer before replying.
Kunjani ukuhlela iprompt ku-TPEE? Umhleli ngamunye wezingxenye eziyi-12 uboniswa njengokuphindwa okusebenzisanayo kohlelo lwangempela, lapha esibukini sakho — umhleli owodwa ngesikhathi.
Umhleli we-Persona, ncamashi njengohlelweni lwangempela — bhala eyakho i-persona, noma chofoza inkinobho ye-📋 -- Select or Type -- ukuze ukhethe kumapersona angu-275 aselungisiwe, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Be specific about expertise - 'You are an expert Rust programmer with 10 years experience in systems programming and embedded development' vs vague 'You are helpful'
● YELLOW: Basic role definition - 'You are a programming assistant' or 'Act as a code reviewer'
💡 TIP: Think about what specific knowledge, experience, or perspective the AI should have for your task.
Lokhu kuphindwa okusebenzisanayo komhleli we-Persona wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — umtapo wezincwadi wamapersona angu-275 ofanayo ohlwini lwe-📋 -- Select or Type -- (bhala ebhokisini lokuhlunga ukuze unciphise; uma kufana igama elilodwa ncamashi, uhlelo lulisebenzisa ngokushesha), inkomba yekhwalithi ephilayo efanayo (✗ ebomvu Poor, ⚠ ephuzi Needs Work, ✓ eluhlaza Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo, umbhalo nemibala ye-📋 Quality Guidance efanayo, nenkinobho esebenzayo ye-📋 Copy Persona to Clipboard. Umehluko owodwa othembekile — uhlelo lugcina i-persona yakho kufayela lakho leprompt; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-Instructions, ncamashi njengohlelweni lwangempela — bhala eyakho imiyalo, buka inkomba yekhwalithi ephilayo ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Use precise action verbs - 'Analyze the memory management patterns and explain potential memory leaks' vs 'Make the code better'
● YELLOW: Basic actions - 'Review this code' or 'Explain how this works'
💡 TIP: Start with strong verbs: analyze, create, design, implement, optimize, debug, refactor, document. Be specific about what you want done.
Lokhu kuphindwa okusebenzisanayo komhleli we-Instructions wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — inkomba yekhwalithi ephilayo efanayo (✗ ebomvu Poor, ⚠ ephuzi Needs Work, ✓ eluhlaza Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo (qala ngesenzo esinamandla esinjenge-analyze, create noma explain, yiba ngokucacile futhi ugweme amagama angacacile anjenge-good noma nice), umbhalo nemibala ye-📋 Quality Guidance efanayo, nenkinobho esebenzayo ye-📋 Copy Instructions to Clipboard. Umehluko owodwa othembekile — uhlelo lugcina imiyalo yakho kufayela lakho leprompt; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-Context, ncamashi njengohlelweni lwangempela — bhala umongo wakho, buka inkomba yekhwalithi ephilayo ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Relevant background info - 'This is a real-time embedded system with 64KB RAM constraints, using Rust no_std' vs generic context
● YELLOW: Basic context - 'This is for a web application' or 'Working on a school project'
💡 TIP: Include technical constraints, target environment, performance requirements, or specific domain knowledge needed. Keep it focused and relevant.
Lokhu kuphindwa okusebenzisanayo komhleli we-Context wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — inkomba yekhwalithi ephilayo efanayo (✗ ebomvu Poor, ⚠ ephuzi Needs Work, ✓ eluhlaza Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo (umongo omuhle unolwazi kodwa mfushane: uhlelo lubala inani lamagama ngesibalo sokuminyana kombhalo), umbhalo nemibala ye-📋 Quality Guidance efanayo, nenkinobho esebenzayo ye-📋 Copy Context to Clipboard. Umehluko owodwa othembekile — uhlelo lugcina umongo wakho kufayela lakho leprompt; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-Technical Specs, ncamashi njengohlelweni lwangempela — bhala okwakho ukucaciswa kobuchwepheshe, noma chofoza inkinobho ye-📟 -- Select Hardware -- ukuze ukhethe kumabhodi okuthuthukisa angu-230 bese ugcwalisa ama-specs ngokuzenzekelayo, buka inkomba yekhwalithi ephilayo ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Detailed technical requirements - 'ARM Cortex-M4 @ 168MHz, 1MB Flash, 192KB RAM, SPI interface @ 10MHz max, <100µs interrupt latency, MISRA-C compliance'
● YELLOW: Basic specs - 'Microcontroller with 1MB memory, fast SPI' or 'Embedded system requirements'
💡 TIP: Include specific hardware (processor, memory, interfaces), performance constraints (timing, power), standards compliance (MISRA, ISO), and environmental requirements (temperature, EMI). Use exact numbers and units.
Lokhu kuphindwa okusebenzisanayo komhleli we-Technical Specs wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — ukukhetha kwe-🔧 Hardware / Development Board okufanayo ngamabhodi angu-230 (bhala ebhokisini le-Filter ukuze unciphise uhlu; uma kufana ibhodi elilodwa ncamashi, uhlelo lulikhetha ngokushesha), izithombe zamabhodi ezifanayo (izithombe zohlelo uqobo ezifakiwe, ezincishisiwe zewebhu — chofoza isithombe ukuze usikhulise), ukugcwalisa okuzenzakalelayo okufanayo okubhala ipulatifomu, i-MCU, izici nokusetshenziswa okungcono kwebhodi elikhethiwe kumhleli, inkomba yekhwalithi ephilayo efanayo (✗ ebomvu Poor, ⚠ ephuzi Needs Work, ✓ eluhlaza Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo (i-hardware ecacile, imikhawulo, izinombolo eziqondile namayunithi), umbhalo nemibala ye-📋 Quality Guidance efanayo, nenkinobho esebenzayo ye-📋 Copy Technical Specs to Clipboard. Umehluko emibili othembekile — uhlelo lugcina ama-specs akho kufayela lakho leprompt kuyilapho lokhu kuphindwa kuwagcina kuphela ngenkathi ikhasi livuliwe, futhi inkinobho ye-📂 Open Image Folder yohlelo (ivula i-Windows Explorer) ayikho ewebhuni.
Umhleli we-Format, ncamashi njengohlelweni lwangempela — cacisa ncamashi ukuthi ufuna umphumela uhlelwe kanjani, buka inkomba ephilayo ye-Quality: ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Precise format specs - 'Return as JSON with fields: {"issue": string, "severity": 1-5, "fix": string}' or 'Markdown with ## headers, code blocks, and bullet points'
● YELLOW: Basic format - 'JSON format' or 'As a numbered list'
💡 TIP: Specify exact structure, field names, data types, headers, or markup. Think about how you want to consume the output.
Lokhu kuphindwa okusebenzisanayo komhleli we-Format wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — umhleli we-monospace wobude obugxilile ofanayo, inkomba ephilayo ye-Quality: efanayo (Poor / Needs Work / Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo (qamba isakhiwo esinjenge-JSON, ithebula noma uhlu lwezinhlamvu zokukhomba, kanye nokucacile okunjengamakhanda, izingxenye noma i-markdown), umbhalo nemibala ye-📋 Quality Guidance efanayo, nenkinobho esebenzayo ye-📋 Copy Format to Clipboard. Umehluko owodwa othembekile — uhlelo lugcina ifomathi yakho kufayela lakho leprompt; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-Audience, ncamashi njengohlelweni lwangempela — chaza ukuthi ubani ozofunda noma oyosebenzisa umphumela, buka inkomba ephilayo ye-Quality: ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Specific audience with experience level - 'Senior embedded systems engineers familiar with ARM Cortex-M and real-time constraints' vs generic 'developers'
● YELLOW: Basic audience - 'C++ programmers' or 'Students learning Rust'
💡 TIP: Consider experience level, domain knowledge, technical background, and what they already know vs. what needs explanation.
Lokhu kuphindwa okusebenzisanayo komhleli we-Audience wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — umhleli we-monospace wobude obugxilile ofanayo, inkomba ephilayo ye-Quality: efanayo (Poor / Needs Work / Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo, umbhalo nemibala ye-📋 Quality Guidance efanayo (izithameli ezicacile ezinezinga lamava zibala kangcono), nenkinobho esebenzayo ye-📋 Copy Audience to Clipboard. Umehluko owodwa othembekile — uhlelo lugcina izithameli zakho kufayela lakho leprompt; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-Tone, ncamashi njengohlelweni lwangempela — chaza isitayela sokuxhumana osifunayo, buka inkomba ephilayo ye-Quality: ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Specific communication style - 'Technical and precise, like code review comments with constructive suggestions' vs generic 'professional'
● YELLOW: Basic tone - 'Formal and detailed' or 'Casual and friendly'
💡 TIP: Think about formality level, technical depth, teaching style, and emotional approach. Match the tone to your audience and purpose.
Lokhu kuphindwa okusebenzisanayo komhleli we-Tone wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — umhleli we-monospace wobude obugxilile ofanayo, inkomba ephilayo ye-Quality: efanayo (Poor / Needs Work / Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo, umbhalo nemibala ye-📋 Quality Guidance efanayo (isitayela sokuxhumana esicacile sibala kangcono), nenkinobho esebenzayo ye-📋 Copy Tone to Clipboard. Umehluko owodwa othembekile — uhlelo lugcina ithoni yakho kufayela lakho leprompt; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-Data, ncamashi njengohlelweni lwangempela — cacisa imithombo yakho yedatha, izinkomba noma amadokhumenti, buka inkomba ephilayo ye-Quality: ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Specific data sources - 'Use ARM Cortex-M4 reference manual section 4.3.2 and MISRA-C 2012 Rule 11.3 for pointer casting guidelines' vs generic references
● YELLOW: Basic data - 'Company coding standards' or 'Project requirements document'
💡 TIP: Include specific standards, documentation sections, code repositories, or datasets. Be precise about version numbers and relevant sections.
Lokhu kuphindwa okusebenzisanayo komhleli we-Data wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — umhleli we-monospace wobude obugxilile ofanayo, inkomba ephilayo ye-Quality: efanayo (Poor / Needs Work / Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo, umbhalo nemibala ye-📋 Quality Guidance efanayo (imithombo yedatha ecacile enezinhlobo eziqondile nezingxenye ibala kangcono), nenkinobho esebenzayo ye-📋 Copy Data to Clipboard. Umehluko owodwa othembekile — uhlelo lugcina idatha yakho kufayela lakho leprompt; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-Example(s), ncamashi njengohlelweni lwangempela — khombisa izibonelo eziphathekayo zokufaka/okukhiphayo, buka inkomba yekhwalithi ephilayo ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Clear input/output pairs - 'Input: unsafe { ptr.read() } Output: {"issue": "Unsafe pointer dereference", "severity": 4, "fix": "Add null check before dereferencing"}'
● YELLOW: Basic examples - 'For example: check memory allocation' or 'Like analyzing malloc() calls'
💡 TIP: Show concrete before/after examples. Demonstrate the exact input format and desired output structure. Multiple examples show edge cases.
Lokhu kuphindwa okusebenzisanayo komhleli we-Example(s) wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — inkomba yekhwalithi ephilayo efanayo (✗ ebomvu Poor, ⚠ ephuzi Needs Work, ✓ eluhlaza Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo (ibheka amapheya aqondile okufaka/okukhiphayo noma imishwana efana ne-for instance ne-such as, futhi ivuza izibonelo eziningi), umbhalo nemibala ye-📋 Quality Guidance efanayo, nenkinobho esebenzayo ye-📋 Copy Example(s) to Clipboard. Umehluko owodwa othembekile — uhlelo lugcina izibonelo zakho kufayela lakho leprompt; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-Graphics, ncamashi njengohlelweni lwangempela — chaza imidwebo nezakhi ezibonakalayo ozifunayo, buka inkomba yekhwalithi ephilayo ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Specific visual requirements - 'Generate UML sequence diagram showing memory allocation flow with timing annotations and error paths' vs generic 'make a diagram'
● YELLOW: Basic graphics - 'Flow chart of the process' or 'Simple block diagram'
💡 TIP: Specify diagram type, content details, annotations, colors, layout, and purpose. Think about what visual elements will clarify your technical content.
Lokhu kuphindwa okusebenzisanayo komhleli we-Graphics wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — inkomba yekhwalithi ephilayo efanayo (✗ ebomvu Poor, ⚠ ephuzi Needs Work, ✓ eluhlaza Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo, umbhalo nemibala ye-📋 Quality Guidance efanayo (uhlobo oluthile lomdwebo olunokuqukethwe, okubhalwayo nenhloso lubala kangcono). Amanothi amabili othembekile — isigaba se-Graphics asinayo inkinobho yokukopa ohlelweni (kuboniswe ncamashi lapha), futhi uhlelo lugcina imininingwane yakho yegraphics kufayela lakho leprompt kuyilapho lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-MCP Servers, ncamashi njengohlelweni lwangempela — bhala ukulungiselelwa kwamaseva e-MCP okufanele iprompt yakho iwacaphune, buka inkomba yekhwalithi ephilayo ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Specific MCP server configurations with endpoints and capabilities
● YELLOW: Basic server names or generic configurations
💡 TIP: Configure Model Context Protocol servers for enhanced AI capabilities and tool integration.
Lokhu kuphindwa okusebenzisanayo komhleli we-MCP Servers wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — inkomba yekhwalithi ephilayo efanayo (✗ ebomvu Poor, ⚠ ephuzi Needs Work, ✓ eluhlaza Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo, umbhalo nemibala ye-📋 Quality Guidance efanayo, nenkinobho esebenzayo ye-📋 Copy MCP Servers to Clipboard. Amanothi amabili othembekile — lesi sigaba umbhalo wokulungiselela iprompt yakho: i-TPEE uqobo ayikaze ixhumane nanoma yimuphi iseva ye-MCP (i-100% engaxhumekile kwinethiwekhi ngokuklanywa), futhi uhlelo lugcina umbhalo wakho kufayela lakho leprompt kuyilapho lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Umhleli we-Agents, ncamashi njengohlelweni lwangempela — chaza ama-agent e-AI okufanele iprompt yakho iwaqondise, buka inkomba yekhwalithi ephilayo ibala kabusha ngokushaya kwesihluthulelo ngakunye, bese uvula uhlu lwe-📋 Quality Guidance ukuze ubone ukuthi yini eyenza ifinyelele i-GREEN
● GREEN: Specific agent definitions with roles, capabilities, and workflows
● YELLOW: Basic agent names or simple configurations
💡 TIP: Define AI agents with specific roles, capabilities, and interaction patterns for complex task automation.
Lokhu kuphindwa okusebenzisanayo komhleli we-Agents wohlelo kusebenza ngokufana ncamashi nento yangempela (Build 294) — inkomba yekhwalithi ephilayo efanayo (✗ ebomvu Poor, ⚠ ephuzi Needs Work, ✓ eluhlaza Good) ebala kabusha ngokushaya kwesihluthulelo ngakunye ngemithetho yohlelo uqobo, umbhalo nemibala ye-📋 Quality Guidance efanayo (izincazelo zama-agent ezicacile ezineziqhopho, amakhono nemisebenzi zibala kangcono), nenkinobho esebenzayo ye-📋 Copy Agents to Clipboard. Umehluko owodwa othembekile — uhlelo lugcina ukulungiselelwa kwakho kwama-agent kufayela lakho leprompt; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
Izikrini zangempela, ezingashintshiwe zohlelo — umkhiqizo ubufakazi.
Sonke isikrini ukuthwebula kwangempela kuka-1080×2340 — hlola zonke izigaba eziyisikhombisa ku-galari ephelele.
Yini ngempela eyenziwa yimisebenzi ye-TPEE? Ngamunye uboniswa njengokuphindwa okusebenzisanayo kohlelo lwangempela, lapha esibukini sakho — umsebenzi owodwa ngesikhathi.
Inkinobho ye-User's Manual, chofoza ukuze ubone isibonelo
Lokhu kuphindwa okusebenzisanayo kwe-User's Manual kubonisa incwadi ephelele ncamashi njengoba iza nohlelo (Build 294) — imibhalo emithathu efanayo, uhlu lokuhlukaniswa kwezihloko olufanayo. Landa uhlelo ukuze uhlale uphethe uhlelo lwakamuva.
Inkinobho ye-Open Learning Center yemenyu ye-Learning, chofoza ukuze ubone isibonelo
Lokhu kuphindwa okusebenzisanayo kwe-Learning Center - TPEE Professional AI Course kubonisa isifundo esiphelele ncamashi njengoba siza nohlelo (Build 294) — izifundo ezingama-80 ezifanayo nemibuzo yequiz engu-249 efanayo, ukwakheka kwefasitela okufanayo. Thatha iquiz yangempela: ibalwa ncamashi njengohlelweni. Umehluko owodwa othembekile — uhlelo lugcina inqubekelaphambili yomfundi kudiski; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe. Or read three of the most-asked questions for free on the web: what prompt engineering is, what MCP servers are, and what an AI agent is. Or read the whole course online too: all 83 lessons, free to read.
Ibhokisi lokuhlanganisa le-IDE, chofoza ukuze ubone isibonelo
Lokhu kuphindwa okusebenzisanayo kwebhokisi lokuhlanganisa le-IDE lohlelo kubonisa amaphrofayili angu-34 e-IDE ncamashi njengoba eza nohlelo (Build 294) — uhlu olufanayo, indlela yokukhetha efanayo, umugqa wesimo ofanayo. Ohlelweni lwangempela, i-IDE ekhethiwe iqhuba nokuhlelwa kweprompt, ukuthumela, ukulinganisa namathiphu okuthuthukisa. Uhlu lwe-IDE lubuyekezwa njalo ngeviki ohlelweni lwangempela — landa uhlelo ukuze uhlale uphethe amaphrofayili amasha e-IDE.
Ibhokisi lokuhlanganisa le-Model, chofoza ukuze ubone isibonelo
Lokhu kuphindwa okusebenzisanayo kwebhokisi lokuhlanganisa le-Model lohlelo kubonisa amamodeli angu-191 e-AI kubanikezeli abangu-14 ncamashi njengoba eza nohlelo (Build 294) — uhlu olufanayo, ibhokisi lokubhala ukuze uhlunge elifanayo, amaqembu abanikezeli afanayo, indlela yokukhetha efanayo, umugqa wesimo ofanayo. Ohlelweni lwangempela, imodeli ekhethiwe iqhuba nokuhlelwa kweprompt, ukulinganisa, amathiphu okuthuthukisa nokukhiqiza kwe-PRD — futhi ekusungulweni kokuqala uhlelo lukhetha ngokwalo okukumisiwe, i-Claude Fable 5. Uhlu lwamamodeli lubuyekezwa njalo ngeviki ohlelweni lwangempela — landa uhlelo ukuze uhlale uphethe amaphrofayili amasha amamodeli.
Inkinobho ye-Show API Limits, chofoza ukuze ubone isibonelo
Lokhu kuphindwa okusebenzisanayo kwephaneli ye-API Character Limits lohlelo kubonisa amamodeli angu-191 e-AI kubanikezeli abangu-14 ncamashi njengoba eza nohlelo (Build 294) — izinsika zabanikezeli ezifanayo, amakhadi afanayo, amanani afanayo, ukuhleleka okufanayo kokusha kuqala. Umehluko emibili othembekile: ohlelweni lwangempela, umugqa onemibala ekhadini ngalinye ugcwala ngesibalo sezinhlamvu zeprompt yakho ephilayo bese ushintsha luhlaza → phuzi → orange → bomvu njengoba usondela emkhawulweni wemodeli (lapha uhlezi ku-0%), futhi uhlaka lwegolide lulandela imodeli oyikhethile (uhlelo lukhetha i-Claude Fable 5 ekusungulweni kokuqala). Imikhawulo namanani abuyekezwa njalo ngeviki ohlelweni lwangempela — landa uhlelo ukuze uhlale uphethe izinombolo ezintsha.
Inkinobho ye-Show Kimi / Commands, chofoza ukuze ubone isibonelo
Lokhu kuphindwa okusebenzisanayo kwephaneli yereferensi yemiyalo ngemodeli lohlelo kubonisa amashidi emiyalo angaxhumekile kwinethiwekhi afanayo ncamashi njengoba eza nohlelo (Build 294) — amashidi angu-14 emindeni yamamodeli afanayo, isifundiso esifanayo, ibhena ethi “Selected:” efanayo. Ukuphindwa kuqala ku-Kimi K3, ngakho inkinobho ithi “Show Kimi / Commands” futhi ivula ifasitela elithi “Kimi / Commands (reference)”; khetha noma iyiphi imodeli ebhokisini lokuhlanganisa le-Model ngenhla futhi inkinobho nefasitela ziyakulandela ngokuzenzakalelayo — Models / Commands ziyashintsha ngemodeli ekhethiwe, ncamashi njengohlelo lwangempela (imodeli ye-GLM ayikashaywa ishidi elizimele, ngakho uhlu lokuhlola lwe-prompt olujwayelekile lohlelo luyaboniswa, nalapha). Amashidi emiyalo abuyekezwa njalo ngeviki ohlelweni lwangempela — landa uhlelo ukuze uhlale uphethe imiyalo emisha.
Inkinobho ye-Show Tips, chofoza ukuze ubone isibonelo
Lokhu kuphindwa okusebenzisanayo kwephaneli ye-Optimization Tips lohlelo kubonisa amathiphu afanayo abheka umongo ncamashi njengoba eza nohlelo (Build 294) — injini yamathiphu efanayo, izigaba ezine ezifanayo (📐 Structure, 🎨 Style, 📏 Length, ⚡ Features), imibala efanayo. Amathiphu abalelwa i-IDE nemodeli ekhethiwe emabokisini okuhlanganisa e-IDE ne-Model ngenhla futhi ayashintsha ngokuzenzakalelayo nokukhetha kwakho, ncamashi njengohlelweni lwangempela — zama: vula amathiphu, bese ukhetha enye i-IDE noma imodeli ngenhla ubuke ifasitela lilandela (ekusungulweni kokuqala uhlelo uqobo lukhetha i-Cursor + Claude Fable 5). Amathiphu okuthuthukisa abuyekezwa njalo ngeviki ohlelweni lwangempela — landa uhlelo ukuze uhlale uphethe amathiphu amasha.
Inkinobho ye-📋 Projects Prefixes, chofoza ukuze ubone ifasitela le-Projects Prefixes Library
Lokhu kuphindwa okusebenzisanayo kubonisa umugqa wamathuluzi we-File Name / Project Prefix wohlelo nefasitela le-📋 Projects Prefixes Library ncamashi njengoba eza nohlelo (Build 294) — amafemu afanayo, okukumisiwe okufanayo (File Name “prompt.txt”, Project Prefix “T1042CW”), indlela efanayo ye-Add / ukungeza ngokushesha / khetha / susa, imilayezo yesimo efanayo. Konke kuyasebenza: bhala isiqalo, silengeze emtatsheni wezincwadi, chofoza isiqalo esigciniwe ukuze usilayishe efemini le-Project Prefix, susa esinye ngenkinobho ye-🗑 — iziqalo ezigciniwe ziqamba amafayela akho athi PREFIX_Pmt_NNNN.txt (isb. T1042CW_Pmt_0001.txt). Umehluko owodwa othembekile — uhlelo lugcina umtapo wakho wezincwadi kufayela lakho lezintandokazi ukuze usinde ekuqalweni kabusha; lokhu kuphindwa kwesibukini kuyigcina kuphela ngenkathi ikhasi livuliwe.
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Offline tutorial system: lessons, quizzes, students, scores. No AI call, no MCP server, no external connection.
Current prefix: T1042CW
No saved prefixes yet. Add one above.
Konke ku-TPEE kukhona ukuphendula umbuzo owodwa: ingabe le prompt isilungile? Isilinganiso siyakutshela. Izingxenye zikukhombisa ukuthi kungani.
Inkinobho ye-Use Prompt Enhancing Workflow iguqula ukubhala kweprompt kube yingxoxo eqondisiwe: i-TPEE ifaka iprompt yakho phakathi kwe-Pre-Prompt ne-Post-Prompt, unamathisele inyanda kunoma yiliphi ingxoxo ye-LLM, futhi imodeli ikusiza ukuthuthukisa iprompt ngaphambi kokuba uyisebenzise. Kusebenza kanjani ↓
Prominent featurePersona, Instructions, Context, Technical Specs, Format, Audience, Tone, Data, Examples, Graphics, MCP Servers, Agents — izingxenye eziyishumi nambili, ngayinye inenkomba yokulungela ye-GREEN/YELLOW/RED, ezihlanganiswa kube isilinganiso sekhwalithi esingu-0–100.
Amaphrofayili amamodeli angu-191 kubanikezeli abangu-14, ngamanani, amafasitela omongo, nemikhawulo yezinhlamvu ye-API — ukuze iprompt oyibhalayo ihambisane nemodeli ozoyisebenzisa ngempela.
Hlela kanye, thumela noma kuphi: amaphrofayili angu-34 e-IDE kuhlanganise ne-Cursor, izinhlobo ze-VS Code, i-Claude Code, i-Kiro ne-Windsurf.
Umtapo wezincwadi wamaprompt wendawo onomlando wezinguqulo nokugcinwa okuzenzakalelayo kugcina konke okusalungiswa kuphephile kumshini wakho.
I-PRD Innovator iguqula imibono eluhlaza ibe yizidingo ezihlelekile.
I-Claude Team Designer nesethi ye-Team Management zihlela umsebenzi wama-agent amaningi.
Izifundo ezingama-80 nemibuzo yequiz engu-249, ezakhelwe ngaphakathi. I-TPEE ayigcini nje amaprompt akho — ifundisa ubuciko.
Ikhathalogi yamabhodi okuthuthukisa enezithombe, yonjiniyela bamaprompt abaphinde badlale ngamabhithi.
Amathimu anokungafani okuphezulu, asekela ubumpumputhe bemibala, nokungaboni kahle enza umhleli usebenziseke kuwo wonke umuntu ethimbeni.
I-TPEE isebenza isuka kusistimu yakho ye-USB, ukuze ukwazi ukufunda noma kuphi lapho uya khona: faka isistimu ye-USB kunoma iyiphi ikhompuyutha ehambisana ne-Windows, chofoza kabili ifayela le-TPEE.exe kuyo (akukho ukufaka okudingekayo) futhi uqhubeke nokufunda usendleleni. Inqubekelaphambili yakho yokufunda igcinwa kusistimu ye-USB — akukho okufakwayo ekhompyutheni oyifake kuyo.
Prominent featureMusa ukumane ubhale iprompt — qala ngokuxoxa ne-LLM ngayo. Inkinobho eyodwa ephanelini elingaphezulu ikuhola ngezinyathelo ezinhlanu, futhi konke kwenzeka ngamafayela endawo nebhodi lakho lokunamathisela. I-TPEE ayikaze ixhumane ne-LLM; nguwe oqhuba ingxoxo.
Pre-Prompt + Your Prompt + Post-Prompt → clipboard → LLM chat → TPEE_Pmt_0001_Enhanced.txt100% yendawo: imigqa yezimpawu ifaka iprompt yakho njengezihlukanisi kuphrothokholi yochungechunge, amafayela okuhambisana ahlala eceleni kweprompt yakho, futhi okukodwa okuthuthayo ibhodi lakho lokunamathisela. Akukho nethiwekhi, akukho akhawunti, akukho mlamuli.
Yakhelwe abantu ngabanye, abafundi, abafuna umsebenzi, namathimba.
Umhleli ophelele, ukulinganisa, nokuthumela kwe-IDE kumshini wakho — akukho akhawunti edingekayo ukubhala.
Uhlelo oluphelele, izinyanga eziyi-12 zezibuyekezo. Faka isicelo esigabeni samanani — thina siyabuyekeza izicelo.
USD $20 · pending approvalUhlelo oluphelele, izinyanga eziyi-12 zezibuyekezo. Faka isicelo esigabeni samanani — thina siyabuyekeza izicelo.
USD $20 · pending approvalUhlelo lwe-Business luhlanganisa abasebenzisi abafika kwabangu-5 abaqanjwe ngamagama, nesethi ye-Team Management yakhelwe ngaphakathi.
Ikhathalogi yamabhodi okuthuthukisa enezithombe, yonjiniyela abaphinde badlale ngamabhithi.
Izifundo ezingama-80 nemibuzo yequiz engu-249, ezakhelwe ngaphakathi. I-TPEE ayigcini nje amaprompt akho — ifundisa ubuciko.
Izifundo ezingama-80 · imibuzo yequiz engu-249 · ifakiwe kuyo yonke izinhlelo
Akukho uhlelo lwamahhala — uhlelo ngalunye lusiza ukukhokhela ingqalasizinda okusebenza kuyo.
Estimate for · IPUSD $20 pending approval
Estimated:
USD $49 kanye kuphela
Estimated:
USD $79 kanye kuphela
Estimated:
USD $79 kanye kuphela
Estimated:
Akukho uhlelo lwamahhala — uhlelo ngalunye lusiza ukukhokhela ingqalasizinda okusebenza kuyo.
Abahlolayo be-beta abamukelwe bathola i-30% endlekweni yohlelo lwe-Professional ngekhodi BETA30 — bona uhlelo lwe-beta.
Put the price in context: ChatGPT Plus and Claude Pro are $20 a month — $240 a year, forever. TPEE is a one-time $49 (Starter) and keeps working after the 12 months of updates. A single afternoon of wasted API calls costs more than the licence.
Ukubuyiselwa kwemali: phakathi nezinsuku ezi-14 ngemuva kokuthenga, ngaphandle kwemibuzo — sikhipha ukubuyiselwa nge-Stripe ngaphandle kwemali yokucubungula engabuyiswa yomsungi wezinkokhelo. Sithumele i-email kusuka ekhelini lakho le-oda.
Made by Toptronic® Limited, Hong Kong — a small team who answer their own email. Read who we are.
Prompt engineers work in every one of these companies behind these household names.
Izimpendulo eziqondile, akukho magama amancane.
Yebo — uhlelo lokusebenza alufoni kunoma iyiphi inethiwekhi ngesikhathi lusebenza. Akukho telemetry, akukho akhawunti edingekayo ukubhala amaprompt. Qinisekisa nge-firewall yakho; siyakhuthaza lokho. (I-webhusayithi nokukhokha kwe-Stripe kuxhumekile, kusobala.)
Leso sixwayiso sivela ezinhlelweni ezingenasitifiketi esibizayo se-EV yokusayina ikhodi — hhayi ngoba kukhona okungahambi kahle. Chofoza “More info → Run anyway”. Ngaphambi kokwenza lokho, qinisekisa ukulanda kwakho nge-hash ye-SHA-256 esiyishicilela ekhasini Lokuphepha.
No — running the infrastructure costs money, so every plan is paid. The Student and Job Seeker plans are USD 20.00 each, pending approval: apply from the pricing section and we review every application ourselves, then reply by email.
Ingxenye ngayinye yezingu-12 zeprompt iyahlolwa ukuthi iphelele futhi ihambisana ngaphakathi, iboniswe njenge-GREEN/YELLOW/RED, bese ihlanganiswa kube isilinganiso esingu-0–100. Ayikubhaleli iprompt — ikutshela ukuthi usuwenzile umsebenzi.
Amaphrofayili angu-23, kuhlanganise ne-Cursor, i-VS Code nezinhlobo zayo, i-Claude Code, i-Kiro, ne-Windsurf — kanye nomhleli ojwayelekile uma ithuluzi lakho lingekho ohlwini.
Amaphrofayili amamodeli angu-191 kubanikezeli abangu-14, ngamanani, amafasitela omongo, nemikhawulo yezinhlamvu ye-API. I-TPEE ayiwabizi la mamodeli ngokwakho — ikusiza ukubhala amaprompt ahambisana nawo.
Kokubili. Uhlelo olufanayo, i-build efanayo: i-MSI yokufaka okujwayelekile ku-Windows, i-ZIP yokusebenza noma kuphi (akukho amalungelo okulawula adingekayo).
I-Windows 10 ne-11 kuphela, okwamanje. Iwuhlelo lwendabuko lwe-Rust/egui, futhi sikhetha ukusekela ipulatifomu eyodwa kahle kunalezi zintathu kabi.
Abahlolayo be-beta abamukelwe bathola i-30% endlekweni yohlelo lwe-Professional (ikhodi ye-BETA30) ngokubuyisana ngempendulo emfushane yanyanga zonke. Imininingwane nesicelo: uhlelo lwe-beta.
Compare it to a ChatGPT Plus or Claude Pro subscription — see the numbers on the pricing page.
I-TPEE yenza izingcingo eziyiziro kunethiwekhi ngesikhathi isebenza. Akukho ukuxhumana kwe-MCP, akukho ukuhlaziya, akukho ukubiza ikhaya. Ungakuqinisekisa nge-firewall yakho — siyakhuthaza lokho.
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