instagram-audience-voice
Mine Instagram comments to extract audience language, pain points, objections, FAQs, and purchase-intent signals from shortlisted posts or Reels.
- Installs
- 505
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/postplusai/postplus-skills --skill instagram-audience-voice- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads instagram-audience-voice automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Instagram Audience Voice
Use this skill to mine Instagram comments for audience language, pain points, objections, FAQs, purchase intent, and reusable copy phrases.
Apply shared rulebook and user-guidance rules from postplus-shared.
Entry Requirement
Do not start from a huge blind post set. Prefer one of these first:
- a benchmark shortlist from
instagram-content-benchmark, - manually provided post or Reel URLs,
- a small set of competitor top posts.
Collection Key Routing
Route to the matching hosted collection key by task shape: comments for a bounded set of shortlisted posts or Reels.
Discover the exact released collection keys and request shapes with
postplus research schema --json. Use hosted collection outputs and the
workflow below.
Default Workflow
- Confirm the post or Reel shortlist.
- Collect comments with
instagram-comments. - Normalize comments.
- Cluster comments by theme and intent.
- Separate high-signal language from low-signal reactions.
- Summarize actionable audience voice.
Keep raw comments and clustering caches under .postplus/; return reusable
copy notes or summaries where the user can inspect them.
Suggested Buckets
- praise
- objection
- question
- purchase-intent
- request-for-details
- low-signal / meme
Good Output
Return top comment themes, repeated questions, objections, skepticism, purchase or trial intent signals, exact phrases worth reusing in copy, and comments that suggest unmet needs.
Failure Modes
- Stop if no shortlist or post URLs are available.
- Stop on unsupported keys, missing auth, unavailable hosted service, or stable network failure.
- Do not infer full audience truth from comments without naming that comments are a public proxy.
Handoff
Turn audience language into hooks, offers, captions, or creative briefs through the relevant campaign, copy, or creative workflow.
Public Command Boundary
- Choose the smallest matching command or workflow from the user input and run it directly.
- Readiness diagnostics:
postplus doctor --skill instagram-audience-voice. - If an owned CLI or script command fails, report the exact error and stop. Do not bypass the failure with metadata-only answers, readiness probing, local payload rewrites, fallback providers, or unpublished tools.
- Use
postplus research schema --collection-key <collectionKey> --jsononly when constructing or repairing an unknown request shape. - Hosted collection runs through the shared
research collectverb (owned by instagram-tools), attributing the run to this skill:postplus research collect <collectionKey> --skill instagram-audience-voice --request <input.json> --output <result.json>(input = the collection parameters). - Resume a pending collection:
postplus research collect --run-handle <runHandle> --output <result.json>. - Keep the first pass bounded; expand only after inspecting the first result.
- If the CLI returns a quote-confirmation challenge, run
postplus quote confirm --json --challenge-file <challenge.json>and retry with the returned token.
FAQ
What does the instagram-audience-voice skill do?
Mine Instagram comments to extract audience language, pain points, objections, FAQs, and purchase-intent signals from shortlisted posts or Reels.
How do I install instagram-audience-voice?
Run npx skills add https://github.com/postplusai/postplus-skills --skill instagram-audience-voice in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/instagram-audience-voice/ (personal) or .claude/skills/instagram-audience-voice/ (project).
Which AI agents can use instagram-audience-voice?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is instagram-audience-voice safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains instagram-audience-voice?
It is published by postplusai in postplusai/postplus-skills. It has 505 recorded installs.
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