AI writing materials: 10 golden tips for building a framework

Written by
Silas Grey
Updated on:July-03rd-2025
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Master the efficient skills of AI writing materials and improve the professionalism of reporting.

Core content:
1. Basic framework instructions: efficient templates for routine work summaries and rectification reports
2. Advanced scenario instructions: targeted problem analysis and data-driven framework construction
3. Leadership preference adaptation and optimization instructions: personalized style imitation and content calibration skills

Yang Fangxian
Founder of 53AI/Most Valuable Expert of Tencent Cloud (TVP)
The following content is not limited to DeepSeek. Please modify and increase or decrease the prompt words according to the actual situation. Let AI generate it first, and then manually add the finishing touches (add 1-2 real details) to make good use of every quality improvement and efficiency enhancement tool.

1. Basic framework instructions

1. Standard three-piece instruction

"Requirements for generating a report framework on [topic]: ① According to the three parts of 'ideological awareness - problem analysis - corrective measures' ② Each part contains 2-3 quantifiable sub-items ③ Cite the latest statement of [XX document]"

Applicable: Routine work summary, rectification report

2. Timeline frame instructions

"[Work content] is generated according to the timeline of 'early preparation-mid-term promotion-late consolidation'. Each stage highlights: ① 1 key decision ② 2 specific actions ③ 1 set of effectiveness data"

Applicable: Periodic work report


2. Advanced scene commands

3. Problem-Oriented Framework Instructions

"Designing a framework for [specific problems] includes: ① Problem manifestation (with examples) ② Root cause analysis (subjective/objective) ③ Corrective measures (corresponding to each root cause)"

Applicable to: democratic life meetings, inspection and rectification

4. Data-driven framework instructions

"The framework requirements for generating prominent data indicators are as follows: ① Each part contains at least one set of year-on-year/month-on-month data ② The data must reflect the 'three transformations' (scale → quality → efficiency) ③ The source of key data is marked"

Applicable to: economic work, performance reporting

5. Political Benchmarking Framework Directive

"Build a [work] reporting framework that strictly corresponds to: ① Requirements of Section X of the XXX report ② Deployment of the Xth Plenary Session of the Xth Provincial Party Committee ③ Key tasks of the unit for the year"

Applicable to: Reports on major political tasks


3. Leader Preference Adaptation Instructions

6. Style imitation instructions

"Analyze the style of [leader's name]'s last three speeches, and generate corresponding frameworks based on his: ① high-frequency words (such as 'grasp' and 'closed loop') ② common structures (such as 'three focuses' and 'four systems') ③ banned words (such as 'basically' and 'as appropriate')"

7.Multi-version comparison instructions

"Generate 3 framework variations for [topic]: A. Policy-oriented (focusing on the spirit of superiors) B. Problem-oriented (focusing on short board analysis) C. Innovation display (focusing on distinctive practices) with different colors to mark the key points"


4. Optimize instructions

8.Logic detection instructions

"Check this framework: ① Is there any overlap in content (such as confusion between measures and results) ② Are the subheadings progressive? ③ Is there a lack of a closed loop of 'problem-cause-measure'?"

9. State the calibration instructions

"In the replacement framework: ① outdated terms (such as 'delegating power, deregulating and improving services' → 'optimizing the business environment') ② vague terms (such as 'strengthening' → 'establishing XX mechanism') ③ sensitive expressions (such as 'struggle' → 'tackling tough problems')"

10. Artificial trace implantation instructions

"Add to the frame: ① 1 research data reference (with source marked) ② 1 case study of the unit ③ 1 handwritten modification annotation (can be generated using [Mount])"


5. Practical case demonstration

Scenario : Doing Business Reporting Framework

Input command:

"Generate a reporting framework for the 'Business Environment Breakthrough Year', with the following requirements: ① Benchmark the State Council's 'New 24 Articles' ② Highlight the main line of 'reducing costs + improving efficiency + improving services' ③ Each section contains 1 local case + 1 set of comparative data ④ Use the 'three-in-one' title structure (such as 'standardization...')"

Output frame:

1. Standardized system supply (tax and fee reduction of X billion yuan, case: A company "enjoys benefits without application") 2. Digital process reengineering (approval speed increased by 75%, case: B project "start construction as soon as the land is acquired") 3. Precision enterprise services (satisfaction 98%, case: C park "chief service officer")