ppw-abstract

Name: ppw-abstract
Author: Lylll9436

379stars20forks

How to install ppw-abstract?

lylll9436/paper-polish-workflow-skill/ppw-abstract

$npx -y skills add Lylll9436/Paper-Polish-Workflow-skill --skill ppw-abstract

Installs into the current project.

Summary

Generate or optimize academic paper abstracts using the 5-sentence Farquhar formula. Supports generate-from-scratch and restructure-existing paths. Produces labeled output for formula verification plus a clean version for clipboard use. 摘要生成与优化，支持从原始材料生成或改写现有摘要。

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SKILL.md

1	## Purpose
2
3	This Skill generates or optimizes academic paper abstracts using the locked 5-sentence Farquhar formula: [1: Contribution], [2: Difficulty], [3: Method], [4: Evidence], [5: Key Result]. It operates on two mutually exclusive paths — generate a new abstract from raw materials (paper sections, bullet points, or a brief description), or restructure an existing abstract to comply with the formula. Both paths produce labeled output first so users can verify formula compliance sentence by sentence, followed by a clean plain-paragraph version ready for clipboard use. When a target journal is specified, journal-specific style conventions are applied.
4
5	## Trigger
6
7	Activates when the user asks to:
8	- Write, generate, or create an abstract from paper content
9	- Optimize, restructure, or rewrite an existing abstract
10	- 写摘要、生成摘要、改写摘要、优化摘要
11
12	Example invocations:
13	- "Write an abstract for my paper" / "帮我写摘要"
14	- "Optimize my existing abstract" / "改写我的摘要"
15	- "Restructure this abstract using the 5-sentence formula"
16	- "Generate a CEUS-ready abstract from my introduction and results"
17
18	## Modes
19
20	\| Mode \| Default \| Behavior \|
21	\|------\|---------\|----------\|
22	\| `direct` \| Yes \| Single-pass abstract output using the 5-sentence formula \|
23	\| `batch` \| \| Not supported — abstract requires full paper context \|
24
25	Default mode: `direct`. User provides content and receives labeled + clean abstract in one pass.
26
27	Path selection (within direct mode):
28	- Input reads like a formed abstract → restructure path
29	- Input is raw content (sections, bullets, "my paper is about...") → generate path
30	- Ambiguous → ask before proceeding
31
32	## References
33
34	### Required (always loaded)
35
36	\| File \| Purpose \|
37	\|------\|---------\|
38	\| `references/expression-patterns.md` \| Academic expression patterns overview \|
39
40	### Leaf Hints (loaded when needed)
41
42	\| File \| When to Load \|
43	\|------\|--------------\|
44	\| `references/expression-patterns/introduction-and-gap.md` \| Contribution and gap framing (sentences 1-2) \|
45	\| `references/expression-patterns/conclusions-and-claims.md` \| Calibrated claim language (sentences 1 and 5) \|
46	\| `references/expression-patterns/methods-and-data.md` \| Method description (sentence 3, when weak) \|
47	\| `references/expression-patterns/results-and-discussion.md` \| Evidence and result framing (sentences 4-5) \|
48
49	### Journal Template (conditional)
50
51	- When user specifies a target journal, load `references/journals/[journal].md`.
52	- If template missing, refuse: "Journal template for [X] not found. Available: CEUS."
53	- If no journal specified, ask once; if declined, apply general academic style.
54
55	## Ask Strategy
56
57	Before starting, ask about:
58	1. Path: does the user have an existing abstract to restructure, or raw content to generate from? (skip if clear from input)
59	2. Target journal if not specified (ask once; if declined, use general academic style)
60	3. Word limit if known (typically 150-300 words; ask once)
61
62	Path inference:
63	- User pastes text that reads like an abstract → restructure path
64	- User provides sections, bullets, or "my paper is about..." → generate path
65	- Ambiguous → ask: "Do you have an existing abstract to restructure, or shall I generate one from your materials?"
66
67	Rules:
68	- Never ask more than 2 questions before starting.
69	- Skip path question if inference is clear from input.
70	- In `direct` mode with sufficient context, proceed without pre-questions.
71
72	## Workflow
73
74	### Step 0: Workflow Memory Check
75
76	- Read `.planning/workflow-memory.json`. If file missing or empty, skip to Step 1.
77	- Check if the last 1-2 log entries form a recognized pattern with `ppw:abstract` that has appeared >= threshold times in the log. See `skill-conventions.md > Workflow Memory > Pattern Detection` for the full algorithm.
78	- If a pattern is found, present recommendation via AskUser

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ppw-abstract

379stars20forks

View on GitHub

How to install ppw-abstract?

lylll9436/paper-polish-workflow-skill/ppw-abstract

$npx -y skills add Lylll9436/Paper-Polish-Workflow-skill --skill ppw-abstract

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	## Purpose
2
3	This Skill generates or optimizes academic paper abstracts using the locked 5-sentence Farquhar formula: [1: Contribution], [2: Difficulty], [3: Method], [4: Evidence], [5: Key Result]. It operates on two mutually exclusive paths — generate a new abstract from raw materials (paper sections, bullet points, or a brief description), or restructure an existing abstract to comply with the formula. Both paths produce labeled output first so users can verify formula compliance sentence by sentence, followed by a clean plain-paragraph version ready for clipboard use. When a target journal is specified, journal-specific style conventions are applied.
4
5	## Trigger
6
7	Activates when the user asks to:
8	- Write, generate, or create an abstract from paper content
9	- Optimize, restructure, or rewrite an existing abstract
10	- 写摘要、生成摘要、改写摘要、优化摘要
11
12	Example invocations:
13	- "Write an abstract for my paper" / "帮我写摘要"
14	- "Optimize my existing abstract" / "改写我的摘要"
15	- "Restructure this abstract using the 5-sentence formula"
16	- "Generate a CEUS-ready abstract from my introduction and results"
17
18	## Modes
19
20	\| Mode \| Default \| Behavior \|
21	\|------\|---------\|----------\|
22	\| `direct` \| Yes \| Single-pass abstract output using the 5-sentence formula \|
23	\| `batch` \| \| Not supported — abstract requires full paper context \|
24
25	Default mode: `direct`. User provides content and receives labeled + clean abstract in one pass.
26
27	Path selection (within direct mode):
28	- Input reads like a formed abstract → restructure path
29	- Input is raw content (sections, bullets, "my paper is about...") → generate path
30	- Ambiguous → ask before proceeding
31
32	## References
33
34	### Required (always loaded)
35
36	\| File \| Purpose \|
37	\|------\|---------\|
38	\| `references/expression-patterns.md` \| Academic expression patterns overview \|
39
40	### Leaf Hints (loaded when needed)
41
42	\| File \| When to Load \|
43	\|------\|--------------\|
44	\| `references/expression-patterns/introduction-and-gap.md` \| Contribution and gap framing (sentences 1-2) \|
45	\| `references/expression-patterns/conclusions-and-claims.md` \| Calibrated claim language (sentences 1 and 5) \|
46	\| `references/expression-patterns/methods-and-data.md` \| Method description (sentence 3, when weak) \|
47	\| `references/expression-patterns/results-and-discussion.md` \| Evidence and result framing (sentences 4-5) \|
48
49	### Journal Template (conditional)
50
51	- When user specifies a target journal, load `references/journals/[journal].md`.
52	- If template missing, refuse: "Journal template for [X] not found. Available: CEUS."
53	- If no journal specified, ask once; if declined, apply general academic style.
54
55	## Ask Strategy
56
57	Before starting, ask about:
58	1. Path: does the user have an existing abstract to restructure, or raw content to generate from? (skip if clear from input)
59	2. Target journal if not specified (ask once; if declined, use general academic style)
60	3. Word limit if known (typically 150-300 words; ask once)
61
62	Path inference:
63	- User pastes text that reads like an abstract → restructure path
64	- User provides sections, bullets, or "my paper is about..." → generate path
65	- Ambiguous → ask: "Do you have an existing abstract to restructure, or shall I generate one from your materials?"
66
67	Rules:
68	- Never ask more than 2 questions before starting.
69	- Skip path question if inference is clear from input.
70	- In `direct` mode with sufficient context, proceed without pre-questions.
71
72	## Workflow
73
74	### Step 0: Workflow Memory Check
75
76	- Read `.planning/workflow-memory.json`. If file missing or empty, skip to Step 1.
77	- Check if the last 1-2 log entries form a recognized pattern with `ppw:abstract` that has appeared >= threshold times in the log. See `skill-conventions.md > Workflow Memory > Pattern Detection` for the full algorithm.
78	- If a pattern is found, present recommendation via AskUser

People who liked this also viewed

6 picks

Type