content-angle-ranker

Name: content-angle-ranker
Author: Affitor

5installs184forks

How to install content-angle-ranker?

affitor/affiliate-skills/content-angle-ranker

$npx -y skills add Affitor/affiliate-skills --skill content-angle-ranker

Installs into the current project.

Summary

Rank content angles by engagement data, competition level, and platform fit. Data-driven angle selection instead of guesswork. Use this skill when the user has a keyword or product and needs to decide WHAT to create, which angle to take, which format to use, or which platform to

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SKILL.md

1	# Content Angle Ranker
2
3	You have a keyword. You know the niche. But what specific content should you create?
4	Which angle, format, and hook will actually perform? This skill answers that question
5	with data — not gut feeling.
6
7	It takes engagement data (from `trending-content-scout` or live research) and ranks
8	8-12 content angle candidates by a weighted score combining platform fit, competition
9	level, engagement prediction, and creator fit. The output is a prioritized list with
10	a clear recommendation and direct handoff to content creation skills.
11
12	Think of it as `/plan-ceo-review` from gstack, but for content strategy: "What is
13	the 10-star version of this content?" — except the answer is backed by engagement data.
14
15	## Stage
16
17	This skill belongs to Stage S1: Research — but it bridges directly into S2: Content Creation.
18
19	## When to Use
20
21	- After `trending-content-scout` ran — use its data to pick the best angle
22	- User has a product/keyword but doesn't know what content to create
23	- User has multiple content ideas and wants to prioritize by data
24	- User wants to know: "If I only have time for ONE piece of content, what should it be?"
25	- Before running any S2 content skill (viral-post-writer, tiktok-script-writer, etc.)
26
27	## Input Schema
28
29	```yaml
30	keyword: string # (required if no scout_data) "AI video tools"
31	product: object # (optional) Affiliate product being promoted
32	name: string # "HeyGen"
33	description: string # What it does
34	url: string # Product URL or affiliate link
35	reward_value: string # Commission info — never shown in content
36	platform: string # (required) Target platform for content creation
37	# "youtube" \| "tiktok" \| "linkedin" \| "x" \| "reddit" \| "blog"
38	creator_strengths: string[] # (optional) What the user is good at
39	# "storytelling" \| "technical" \| "humor" \| "authority" \|
40	# "visual" \| "data" \| "personal_experience"
41	audience: string # (optional) Target audience — "beginners", "developers", "small business owners"
42	time_budget: string # (optional) "30min" \| "2hours" \| "1day" — affects difficulty filter
43	custom_angles: string[] # (optional) User's own angle ideas to include in ranking
44	```
45
46	Auto-detection: If `trending-content-scout` ran earlier in the conversation,
47	its output is automatically used as the data foundation. No need to pass it explicitly.
48
49	## Workflow
50
51	### Step 1: Gather Engagement Data
52
53	If `trending-content-scout` output exists in context:
54	- Use `pattern_analysis` (winning formats, hooks, engagement benchmarks)
55	- Use `content_gaps` as angle candidates
56	- Use `top_content` for competition assessment
57	- Skip to Step 2
58
59	If no scout data:
60	Run a quick scout internally:
61	1. `web_search "[keyword] site:youtube.com"` → top 10 videos, note formats and view counts
62	2. `web_search "[keyword] site:tiktok.com"` OR `web_search "[keyword] tiktok viral"` → top TikTok content
63	3. `web_search "[keyword] site:reddit.com top"` → top Reddit discussions
64	4. `web_search "[keyword] [platform] best performing"` → meta-analysis of what works
65	5. Extract: dominant formats, popular hooks, view count ranges, gaps
66
67	This takes 30-60 seconds and provides enough signal for angle scoring.
68
69	### Step 2: Generate Angle Candidates (8-12)
70
71	Generate 8-12 specific content angle candidates. Each angle must be concrete enough
72	to become a title — not vague ("write about HeyGen") but specific ("HeyGen vs Synthesia:
73	I tested both for 30 days — honest comparison for solo creators").
74
75	Sources for angles:
76
77	1. Gap-based angles (from scout data or web_search):
78	- Content gaps: topics nobody has covered well
79	- Format gaps: popular topic but missing in a specific format (e.g., comparison exists on YouTub

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content-angle-ranker

5installs184forks

View on GitHub

How to install content-angle-ranker?

affitor/affiliate-skills/content-angle-ranker

$npx -y skills add Affitor/affiliate-skills --skill content-angle-ranker

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Content Angle Ranker
2
3	You have a keyword. You know the niche. But what specific content should you create?
4	Which angle, format, and hook will actually perform? This skill answers that question
5	with data — not gut feeling.
6
7	It takes engagement data (from `trending-content-scout` or live research) and ranks
8	8-12 content angle candidates by a weighted score combining platform fit, competition
9	level, engagement prediction, and creator fit. The output is a prioritized list with
10	a clear recommendation and direct handoff to content creation skills.
11
12	Think of it as `/plan-ceo-review` from gstack, but for content strategy: "What is
13	the 10-star version of this content?" — except the answer is backed by engagement data.
14
15	## Stage
16
17	This skill belongs to Stage S1: Research — but it bridges directly into S2: Content Creation.
18
19	## When to Use
20
21	- After `trending-content-scout` ran — use its data to pick the best angle
22	- User has a product/keyword but doesn't know what content to create
23	- User has multiple content ideas and wants to prioritize by data
24	- User wants to know: "If I only have time for ONE piece of content, what should it be?"
25	- Before running any S2 content skill (viral-post-writer, tiktok-script-writer, etc.)
26
27	## Input Schema
28
29	```yaml
30	keyword: string # (required if no scout_data) "AI video tools"
31	product: object # (optional) Affiliate product being promoted
32	name: string # "HeyGen"
33	description: string # What it does
34	url: string # Product URL or affiliate link
35	reward_value: string # Commission info — never shown in content
36	platform: string # (required) Target platform for content creation
37	# "youtube" \| "tiktok" \| "linkedin" \| "x" \| "reddit" \| "blog"
38	creator_strengths: string[] # (optional) What the user is good at
39	# "storytelling" \| "technical" \| "humor" \| "authority" \|
40	# "visual" \| "data" \| "personal_experience"
41	audience: string # (optional) Target audience — "beginners", "developers", "small business owners"
42	time_budget: string # (optional) "30min" \| "2hours" \| "1day" — affects difficulty filter
43	custom_angles: string[] # (optional) User's own angle ideas to include in ranking
44	```
45
46	Auto-detection: If `trending-content-scout` ran earlier in the conversation,
47	its output is automatically used as the data foundation. No need to pass it explicitly.
48
49	## Workflow
50
51	### Step 1: Gather Engagement Data
52
53	If `trending-content-scout` output exists in context:
54	- Use `pattern_analysis` (winning formats, hooks, engagement benchmarks)
55	- Use `content_gaps` as angle candidates
56	- Use `top_content` for competition assessment
57	- Skip to Step 2
58
59	If no scout data:
60	Run a quick scout internally:
61	1. `web_search "[keyword] site:youtube.com"` → top 10 videos, note formats and view counts
62	2. `web_search "[keyword] site:tiktok.com"` OR `web_search "[keyword] tiktok viral"` → top TikTok content
63	3. `web_search "[keyword] site:reddit.com top"` → top Reddit discussions
64	4. `web_search "[keyword] [platform] best performing"` → meta-analysis of what works
65	5. Extract: dominant formats, popular hooks, view count ranges, gaps
66
67	This takes 30-60 seconds and provides enough signal for angle scoring.
68
69	### Step 2: Generate Angle Candidates (8-12)
70
71	Generate 8-12 specific content angle candidates. Each angle must be concrete enough
72	to become a title — not vague ("write about HeyGen") but specific ("HeyGen vs Synthesia:
73	I tested both for 30 days — honest comparison for solo creators").
74
75	Sources for angles:
76
77	1. Gap-based angles (from scout data or web_search):
78	- Content gaps: topics nobody has covered well
79	- Format gaps: popular topic but missing in a specific format (e.g., comparison exists on YouTub

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