Agent skill

Gingiris GitHub Star Growth

by Gingiris-1031 in Gingiris-1031/Competitor-analysis-tool

🇺🇸 GitHub Star Sustained Growth Playbook — Monthly 300+ star growth SOP.

No licenceAuto-check passedBackend & APIs

Install Gingiris GitHub Star Growth

skills CLI
$ npx skills add Gingiris-1031/Competitor-analysis-tool --skill gingiris-github-star-growth -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Gingiris-1031/Competitor-analysis-tool gingiris-github-star-growth --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Gingiris-1031/Competitor-analysis-tool.git skills-src && mkdir -p .claude/skills && cp -r skills-src/gingiris-skills/gingiris-github-star-growth .claude/skills/gingiris-github-star-growth && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
gingiris-github-star-growth
GitHub stars
110
Token cost
~1.2k tokens
SKILL.md length
361 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
None found

At a glance

🇺🇸 GitHub Star Sustained Growth Playbook — Monthly 300+ star growth SOP.

  • Works in 5 steps: 内容节奏 → 社区运营 → 活动驱动增长 → …
  • Tasks that involve Operations and SOPs
  • SKILL.md covers 核心目标, 月度执行框架(300 Star/Month Cadence), 渠道优先级矩阵 and 预算分配(月度 $2K-5K 档), plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Gingiris GitHub Star Growth is an agent skill from Gingiris-1031/Competitor-analysis-tool. 🇺🇸 GitHub Star Sustained Growth Playbook — Monthly 300+ star growth SOP. Content rhythm, community ops, event-driven growth, contributor & ambassador systems. Battle-tested: AFFiNE 0→60K+, Client Project A 0→10K stars. 🇨🇳 GitHub Star 持续增长实操手册 — 月增 300+ Star 的完整 SOP。内容节奏、社区运营、活动驱动增长、Contributor 与 Ambassador 体系。实战验证:AFFiNE 0→60K+、Client Project A 0→10K Star。 🇯🇵 GitHub Star 持続成長プレイブック — 月間300+ Star成長SOP。コンテンツリズム、コミュニティ運営、イベント駆動成長、Contributor&Ambassadorシステム。実戦検証:AFFiNE 0→60K+、Client Project A 0→10K Star。 🇰🇷…

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Backend & APIs, covering Operations and SOPs and Event-driven systems. It works with GitHub. The repository describes itself as: AI competitor analysis backend powering analook.com. Generates competitor teardowns from any URL via FastAPI + Supabase.

When your agent uses it

  • Tasks that involve Operations and SOPs
  • Tasks that involve Event-driven systems

Example prompts

  • “GitHub star growth”
  • “sustained star growth”
  • “monthly star growth”
  • “/gingiris-github-star-growth”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. 内容节奏
  2. 社区运营
  3. 活动驱动增长
  4. Contributor 体系
  5. Ambassador 计划

What it can do on your machine

Read from SKILL.md and the folder at commit 92d6b12. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Gingiris GitHub Star Growth loads about 1.2k tokens when it runs. Until then it costs about 242 tokens; SKILL.md has 361 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~242
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 361 words (~1,220 tokens).

name
gingiris-github-star-growth
when_to_use
Use this skill when you need to: sustain monthly GitHub star growth (300+/month), build contributor and ambassador systems, operate developer community…
metadata.version
1.0.1
metadata.author
Iris (生姜iris)
metadata.differentiation
gingiris-opensource covers LAUNCH (72h burst); this skill covers SUSTAINED monthly growth post-launch

Read the full SKILL.md on GitHub

Files

Just SKILL.md in gingiris-skills/gingiris-github-star-growth of Gingiris-1031/Competitor-analysis-tool.

Open the folder on GitHubat commit 92d6b12

Compare with similar skills

Gingiris GitHub Star Growth next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Gingiris GitHub Star Growth compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gingiris GitHub Star Growth this skillGingiris-1031/Competitor-analysis-tool110—~1.2kAutomated safety check: PassNone
Deepstream SopNVIDIA/skills3.5k—~4.7kAutomated safety check: NotesApache-2.0
HlivekitSamHennessy/hlive101—~1.1kAutomated safety check: PassMIT
Oms Kafka Performanceoceanbase/obdiag163—~934Automated safety check: PassMulanPSL-2.0
Releasesignageos/vscode-sops122—~2.2kAutomated safety check: NotesMIT
Issue From NotesAxonIQ/AxonFramework3.6k—~1.1kAutomated safety check: PassApache-2.0

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Works with

Questions about Gingiris GitHub Star Growth

What does Gingiris GitHub Star Growth do?

🇺🇸 GitHub Star Sustained Growth Playbook — Monthly 300+ star growth SOP. Gingiris GitHub Star Growth is an agent skill from Gingiris-1031/Competitor-analysis-tool. 🇺🇸 GitHub Star Sustained Growth Playbook — Monthly 300+ star growth SOP.

When should I use Gingiris GitHub Star Growth?

Gingiris GitHub Star Growth fits situations like: tasks that involve Operations and SOPs; tasks that involve Event-driven systems.

How do I install Gingiris GitHub Star Growth in Claude Code?

Run `npx skills add Gingiris-1031/Competitor-analysis-tool --skill gingiris-github-star-growth -a claude-code`. Or copy the skill folder (gingiris-skills/gingiris-github-star-growth in Gingiris-1031/Competitor-analysis-tool) into .claude/skills/gingiris-github-star-growth in your project. Claude Code loads it when a task matches its description.

How do I install Gingiris GitHub Star Growth in Codex?

Run `npx skills add Gingiris-1031/Competitor-analysis-tool --skill gingiris-github-star-growth -a codex`. Or copy the skill folder (gingiris-skills/gingiris-github-star-growth in Gingiris-1031/Competitor-analysis-tool) into .agents/skills/gingiris-github-star-growth in your project. Codex loads it when a task matches its description.

Can I use Gingiris GitHub Star Growth in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Gingiris-1031/Competitor-analysis-tool --skill gingiris-github-star-growth -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gingiris-github-star-growth, .gemini/skills/gingiris-github-star-growth, .github/skills/gingiris-github-star-growth and .opencode/skills/gingiris-github-star-growth in your project.

What does Gingiris GitHub Star Growth need to run?

SKILL.md names no scripts, command-line tools or credentials: Gingiris GitHub Star Growth is instructions for the agent only.

Does Gingiris GitHub Star Growth access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Gingiris GitHub Star Growth safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Gingiris GitHub Star Growth use?

No licence was found for Gingiris GitHub Star Growth or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Gingiris GitHub Star Growth use?

About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Gingiris GitHub Star Growth?

Skills that share tags, products or a category with Gingiris GitHub Star Growth: Deepstream Sop (NVIDIA/skills, 3.5k stars), Hlivekit (SamHennessy/hlive, 101 stars), Oms Kafka Performance (oceanbase/obdiag, 163 stars) and Release (signageos/vscode-sops, 122 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gingiris GitHub Star Growth?

Gingiris-1031 (a GitHub user) maintains it in Gingiris-1031/Competitor-analysis-tool, which has 110 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 5, 2026.

Source: Gingiris-1031/Competitor-analysis-tool on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.