Audience Analyst
holaboss-ai/holaOS
Turns audience demographics and engagement data into a few ranked segments with profiles, per-segment content recommendations and notes on data quality.
audience strategy library. An agent skill from revfactory/harness-100.
Apache-2.0Auto-check passed
Install Audience Engagement
$ npx skills add revfactory/harness-100 --skill audience-engagement -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 audience-engagement --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/en/85-public-speaking/.claude/skills/audience-engagement .claude/skills/audience-engagement && rm -rf skills-srcUse ~/.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/
Install the "audience-engagement" agent skill from https://github.com/revfactory/harness-100/tree/main/en/85-public-speaking/.claude/skills/audience-engagement into .claude/skills/audience-engagement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audience-engagement", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/revfactory/harness-100/tree/main/en/85-public-speaking/.claude/skills/audience-engagementType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add revfactory/harness-100 --skill audience-engagement -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 audience-engagement --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/en/85-public-speaking/.claude/skills/audience-engagement .agents/skills/audience-engagement && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "audience-engagement" agent skill from https://github.com/revfactory/harness-100/tree/main/en/85-public-speaking/.claude/skills/audience-engagement into .agents/skills/audience-engagement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audience-engagement", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add revfactory/harness-100 --skill audience-engagement -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 audience-engagement --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/en/85-public-speaking/.claude/skills/audience-engagement .cursor/skills/audience-engagement && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "audience-engagement" agent skill from https://github.com/revfactory/harness-100/tree/main/en/85-public-speaking/.claude/skills/audience-engagement into .cursor/skills/audience-engagement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audience-engagement", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/revfactory/harness-100.git --path en/85-public-speaking/.claude/skills/audience-engagement--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add revfactory/harness-100 --skill audience-engagement -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 audience-engagement --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/en/85-public-speaking/.claude/skills/audience-engagement .gemini/skills/audience-engagement && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "audience-engagement" agent skill from https://github.com/revfactory/harness-100/tree/main/en/85-public-speaking/.claude/skills/audience-engagement into .gemini/skills/audience-engagement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audience-engagement", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install revfactory/harness-100 audience-engagementInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add revfactory/harness-100 --skill audience-engagement -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/en/85-public-speaking/.claude/skills/audience-engagement .github/skills/audience-engagement && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "audience-engagement" agent skill from https://github.com/revfactory/harness-100/tree/main/en/85-public-speaking/.claude/skills/audience-engagement into .github/skills/audience-engagement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audience-engagement", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add revfactory/harness-100 --skill audience-engagement -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 audience-engagement --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/en/85-public-speaking/.claude/skills/audience-engagement .opencode/skills/audience-engagement && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "audience-engagement" agent skill from https://github.com/revfactory/harness-100/tree/main/en/85-public-speaking/.claude/skills/audience-engagement into .opencode/skills/audience-engagement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audience-engagement", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
audience-engagement- GitHub stars
- 1.3k
- Token cost
- ~796 tokens
- SKILL.md length
- 240 words
- Files
- 1
- Skills in repo
- 464
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
audience strategy library. An agent skill from revfactory/harness-100.
- SKILL.md covers audience analysis framework, technique ( 30), technique (degree 60) and presentation management, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Audience Engagement is an agent skill from revfactory/harness-100. audience strategy library. audience-analyst and rehearsal-coach agent audience analysis and presentation preparation to do when reference. 'audience analysis', 'presentation ', 'stage annual' request when usage. However, specialistperson scope outside.
Its SKILL.md is about 800 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The licence is Apache-2.0.
Example prompts
- “audience analysis”
- “presentation”
- “stage annual”
- “/audience-engagement”
What it can do on your machine
Read from SKILL.md and the folder at commit 8e8d35c. 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
Audience Engagement loads about 796 tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 240 words of instructions outside code blocks.
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
The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 240 words, ~796 tokens.
Download SKILL.mdSave it as
.claude/skills/audience-engagement/SKILL.md (or your agent's skills folder).- name
- audience-engagement
- description
- audience strategy library. audience-analyst and rehearsal-coach agent audience analysis and presentation preparation to do when reference. 'audience analysis', 'presentation ', 'stage annual' request when usage. However, specialistperson scope outside.
Audience Engagement — audience strategy
audience-analyst / rehearsal-coach agent audience analysis and design competency .
audience analysis framework
5W audience analysis
| element | question | analysis point |
|---|---|---|
| Who | person | grade, specialistnature, personKRW, annualversus |
| What | expected | information, , , person |
| Why | specialist/, basis, company | |
| Where | environmentperson | versus/person, venue, timeversus |
| Worry | person | person, versus basis, |
audience typeby strategy
| audience type | nature | strategy |
|---|---|---|
| quality | un- , degreedegree | action during, emotion |
| duringquality | information insufficient, un-decision | data during, present |
| qualityversusquality | versus | based , pointquality persuasion |
| Korean | value , minute degree | |
| expert | degree level | analysis, wheneach |
| expert | backgrounddegree insufficient | /case, specialist minimization |
technique ( 30)
| technique | examplewhen | and |
|---|---|---|
| statistics | "year Koreanfrom X only case..." | problem person |
| quality question | "minute during Y Korean minute?" | also |
| itemsperson story | "3year before ..." | empathy/ |
| people | " " | basis |
| current annual | " specialist whenfrom..." | i.e.whennature |
| person | " ..." |
technique (degree 60)
| technique | description |
|---|---|
| KRWpoint | story provide |
| action | "withinday when X reporttax" |
| un- vision | "1year after ..." |
| core | 3items core message re-organization |
| question | questionas each also |
presentation management
quality technique
| technique | method | |
|---|---|---|
| 4 basis-7 withinbasis | presentation 5minute before | |
| basis 2minute | presentation 10minute before | |
| degree technique | basis, each during | stage |
| when | quality audience 3people each | presentation during |
persondegreequality technique
| technique | method |
|---|---|
| " = degree" | |
| visualization | naturequality presentation complete |
| scenario | " degree? → also " |
| preparation | " minute preparation" |
quality communication
Mehrabian (emotion deliver standard)
| channel | proportion | core |
|---|---|---|
| (content) | 7% | message clarity |
| nature (tone/within) | 38% | approx./within/ |
| wheneach (table/) | 55% | /when/specialisttax |
stage utilization
stage 3:
├── : /problem basis
├── during: core message/current
└── : un-//vision
rule:
- point beforeexchange when
- core message duringfrom
- Q&A audience directionas
- during degree quality checklist
| item | standard |
|---|---|
| audience analysis | 5W identify |
| 30 within during | |
| core message | 3items within |
| CTA included | |
| time allocation | minute 150, 2minute |
| rehearsal | minimum 3, 1 |
© revfactory, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in en/85-public-speaking/.claude/skills/audience-engagement of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Compare with similar skills
Audience Engagement 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Audience Engagement this skillrevfactory/harness-100 | 1.3k | — | ~796 | Automated safety check: Pass | Apache-2.0 | |
| Audience Analystholaboss-ai/holaOS | 11k | — | ~598 | Automated safety check: Pass | Custom licence | |
| Designing Adversary Engagement With Mitre Engagemukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Apify Audience Analysissickn33/agentic-awesome-skills | 47k | 2 repos | ~1.3k | Automated safety check: Notes | MIT | |
| Interview Coachsickn33/agentic-awesome-skills | 47k | 2 repos | ~751 | Automated safety check: Pass | MIT | |
| Curviate Engagedavila7/claude-code-templates | 32k | — | ~3.8k | Automated safety check: Pass | MIT |
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Apify Audience Analysis
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Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.
Interview Coach
sickn33/agentic-awesome-skills
Full job search coaching system — JD decoding, resume, storybank, mock interviews, transcript analysis, comp negotiation.
Curviate Engage
davila7/claude-code-templates
Create and engage with LinkedIn content using the Curviate CLI.
Claude Coach
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Questions about Audience Engagement
What does Audience Engagement do?
audience strategy library. An agent skill from revfactory/harness-100. Audience Engagement is an agent skill from revfactory/harness-100. audience strategy library.
How do I install Audience Engagement in Claude Code?
Run `npx skills add revfactory/harness-100 --skill audience-engagement -a claude-code`. Or copy the skill folder (en/85-public-speaking/.claude/skills/audience-engagement in revfactory/harness-100) into .claude/skills/audience-engagement in your project. Claude Code loads it when a task matches its description.
How do I install Audience Engagement in Codex?
Run `npx skills add revfactory/harness-100 --skill audience-engagement -a codex`. Or copy the skill folder (en/85-public-speaking/.claude/skills/audience-engagement in revfactory/harness-100) into .agents/skills/audience-engagement in your project. Codex loads it when a task matches its description.
Can I use Audience Engagement 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 revfactory/harness-100 --skill audience-engagement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audience-engagement, .gemini/skills/audience-engagement, .github/skills/audience-engagement and .opencode/skills/audience-engagement in your project.
What does Audience Engagement need to run?
SKILL.md names no scripts, command-line tools or credentials: Audience Engagement is instructions for the agent only.
Does Audience Engagement 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 Audience Engagement 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 Audience Engagement use?
Audience Engagement is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Audience Engagement use?
About 796 tokens (SKILL.md is roughly 3.2k 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 Audience Engagement?
Skills that share tags, products or a category with Audience Engagement: Audience Analyst (holaboss-ai/holaOS, 11k stars), Designing Adversary Engagement With Mitre Engage (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Apify Audience Analysis (sickn33/agentic-awesome-skills, 47k stars) and Interview Coach (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Audience Engagement?
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,295 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.