Report Generator
aaron-he-zhu/aaron-marketing-skills
A skill your agent uses when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces audience-tailored influencer marketing reports…
A skill your agent uses when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces audience-tailored influencer marketing reports…
Install Report Generator
$ npx skills add aiskillstore/marketplace --skill report-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace report-generator --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/aaron-he-zhu/report-generator .claude/skills/report-generator && 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 "report-generator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/aaron-he-zhu/report-generator into .claude/skills/report-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-generator", 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/aiskillstore/marketplace/tree/main/skills/aaron-he-zhu/report-generatorType 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 aiskillstore/marketplace --skill report-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace report-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/aaron-he-zhu/report-generator .agents/skills/report-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "report-generator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/aaron-he-zhu/report-generator into .agents/skills/report-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-generator", 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 aiskillstore/marketplace --skill report-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace report-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/aaron-he-zhu/report-generator .cursor/skills/report-generator && 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 "report-generator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/aaron-he-zhu/report-generator into .cursor/skills/report-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-generator", 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/aiskillstore/marketplace.git --path skills/aaron-he-zhu/report-generator--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 aiskillstore/marketplace --skill report-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace report-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/aaron-he-zhu/report-generator .gemini/skills/report-generator && 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 "report-generator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/aaron-he-zhu/report-generator into .gemini/skills/report-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-generator", 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 aiskillstore/marketplace report-generatorInstalls 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 aiskillstore/marketplace --skill report-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/aaron-he-zhu/report-generator .github/skills/report-generator && 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 "report-generator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/aaron-he-zhu/report-generator into .github/skills/report-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-generator", 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 aiskillstore/marketplace --skill report-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace report-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/aaron-he-zhu/report-generator .opencode/skills/report-generator && 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 "report-generator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/aaron-he-zhu/report-generator into .opencode/skills/report-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-generator", 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
report-generator- GitHub stars
- 430
- Token cost
- ~2k tokens
- SKILL.md length
- 616 words
- Files
- 3 (incl. references)
- Skills in repo
- 1,108
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A skill your agent uses when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces audience-tailored influencer marketing reports…
- Works in 3 steps: The report matches the requested… → Every metric is paired with context… → The report ends with concrete…
- The user asks to create a campaign report
- SKILL.md covers Quick Start, Skill Contract, Data Sources and Instructions, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Report Generator is an agent skill from aiskillstore/marketplace. Use when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces audience-tailored influencer marketing reports (executive, client, internal team) with data tables, narrative, key learnings, and recommendations. Not for raw metric computation — use performance-analyzer.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/report-templates.md` and `skill-report.json`). Compatibility notes: Claude Code and compatible agent-skill hosts
It sits in Marketing & SEO, covering Influencer and creator marketing and Summarization. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified. The licence is Apache-2.0.
When your agent uses it
- The user asks to create a campaign report
- Build an executive summary
- Deliver client results
- Produces audience-tailored influencer marketing reports (executive
Example prompts
- “create a campaign report”
- “build an executive summary”
- “deliver client results”
- “/report-generator”
Requirements
- Compatibility (from SKILL.md): Claude Code and compatible agent-skill hosts
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- The report matches the requested audience template (executive, client, team, or board).
- Every metric is paired with context (target, benchmark, or prior period).
- The report ends with concrete recommendations and, where relevant, action items.
What it can do on your machine
Read from SKILL.md and the folder at commit ad8daf7. 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 (its code samples are markdown).
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.
Compatibility
Claude Code and compatible agent-skill hosts
From compatibility in the SKILL.md frontmatter.
Context cost
Report Generator loads about 2k tokens when it runs, and up to ~5k if it reads all its reference files. Until then it costs about 86 tokens; SKILL.md has 616 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 aiskillstore/marketplace at commit ad8daf7, republished under its Apache-2.0 licence (© aiskillstore). 616 words, ~1,985 tokens.
Download SKILL.mdSave it as
.claude/skills/report-generator/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- report-generator
- description
- Use when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces audience-tailored influencer marketing reports (executive, client, internal team) with data tables, narrative, key learnings, and recommendations. Not for raw metric computation — use performance-analyzer.
- compatibility
- Claude Code and compatible agent-skill hosts
- slug
- aaron-report-generator
- displayName
- Report Generator · 报告生成
- summary
- 面向干系人的营销活动报告:叙事结构、图表建议与洞察提炼
- version
- 17.0.0
- license
- Apache-2.0
- homepage
- https://github.com/aaron-he-zhu/aaron-marketing-skills
- when_to_use
- Activate after a campaign or reporting period ends and the user needs a written report for a specific stakeholder. Triggers include post-campaign wrap-ups…
- argument-hint
- <campaign name> [audience: executive|client|team|board]
- metadata.author
- aaron-he-zhu
- metadata.version
- 17.0.0
Report Generator
This skill helps you create professional influencer marketing reports that tell the story of your campaign performance. It adapts content and depth based on the audience.
Cross-discipline (paid ads): this is also the paid-ads reporting surface — build exec/client/channel reports from RQS history (
memory/audits/ad/) and measurement-loop readback verdicts. It presents metrics; it does not compute them (return math stays in roi-calculator). Save paid runs undermemory/ad/report-generator/.
Quick Start
Shortest invocation:
Create a campaign report for [campaign name] for [audience: executive/client/team]Common scenario:
Generate an executive summary for our Q3 influencer campaignsSkill Contract
- Reads: campaign name, reporting period, target audience, and computed metrics (reach, engagement, conversions, spend, revenue, ROI/ROAS, per-influencer results). Prior outputs from
performance-analyzerandroi-calculatorif available. - Writes: a finished report in the audience-appropriate template, saved to
memory/influencer/report-generator/YYYY-MM-DD-<topic>.md. - Promotes: durable verdicts (final ROI/ROAS, top performers, renew/drop calls, headline learnings) to
memory/hot-cache.md. - Done when:
- The report matches the requested audience template (executive, client, team, or board).
- Every metric is paired with context (target, benchmark, or prior period).
- The report ends with concrete recommendations and, where relevant, action items.
- Primary next skill: content-quality-auditor
Handoff Summary
Emit the standard shape from skill-contract.md §Handoff Summary Format.
Data Sources
This family ships Tier 1: every step works with no live integration. Give the skill the campaign metrics directly and it builds the report from your inputs.
Optional connectors that can pre-fill data where available:
~~social platform analytics— reach, impressions, engagement, video views per post~~influencer database— creator handles, tiers, fees, audience demographics~~analytics— link clicks, conversions, attributed revenue~~CRM— new-customer counts and downstream revenue
Without any of these, the skill asks you for the numbers and proceeds. See CONNECTORS.md for the free/keyless data recipe per category.
Instructions
When a user requests a report:
Determine report parameters — set report type (post-campaign/monthly/quarterly/annual), campaign(s), period, and audience. Match depth to the audience: executive wants ROI and strategy at a high level; client wants results and value; team wants detailed learnings and optimization; board wants business impact. See the audience-needs matrix in report-templates.md.
Pick the audience template and fill it in — full executive, client, and internal-team templates live in report-templates.md. Pull metrics from
performance-analyzerandroi-calculatoroutputs when present; otherwise ask the user for the numbers. Pair every metric with context (target, benchmark, or prior period).Apply visualization and writing guidance — choose the right chart per data point and per audience, and follow the lead-with-outcomes narrative arc. See the visualization recommendations and writing best practices in report-templates.md.
Close with recommendations and action items — end every report with concrete next steps; add an owner/deadline action-items table for team and board audiences.
Save and promote — write the finished report to
memory/influencer/report-generator/YYYY-MM-DD-<topic>.md(paid runs tomemory/ad/report-generator/). Promote durable verdicts (final ROI/ROAS, top performers, renew/drop calls, headline learnings) tomemory/hot-cache.md.
Show full SKILL.md (167 more words)Show less
Example
User: "Create an executive report for our holiday campaign: $50K spend, $165K revenue, 3.5M reach across 15 influencers"
Output (excerpt — full template in report-templates.md):
# Holiday Campaign 2024: Executive Summary
## Bottom Line: Campaign Exceeded All Targets ✅
**ROI: 230%** | **ROAS: 3.3:1** | **Revenue: $165,000**
| Metric | Target | Actual | Status |
|--------|--------|--------|--------|
| Revenue | $100K | $165K | ✅ +65% |
| ROAS | 2:1 | 3.3:1 | ✅ +65% |
| Reach | 2M | 3.5M | ✅ +75% |
### Recommendation
Increase Q1 influencer budget by 25%, focused on TikTok micro-influencers and product-demo content.Reference Materials
- report-templates.md — full executive/client/team templates, visualization recs, writing best practices, worked example
- skill-contract.md — shared contract and handoff format
- state-model.md — memory tiers and save-path convention
- CONNECTORS.md — free/keyless data recipes per connector category
- performance-analyzer — generates the metrics this report consumes
- roi-calculator — supplies ROI/ROAS figures
- campaign-planner — original plan to compare results against
- content-amplifier — amplification results to report on
- content-quality-auditor — quality gate for the report itself
Next Best Skill
Primary: content-quality-auditor — run the finished report through the publish-readiness gate before it goes to a stakeholder.
Alternates (same measure phase / influencer family):
- performance-analyzer — if the report exposes data gaps, re-analyze before re-reporting.
- roi-calculator — recompute return figures if the financial inputs changed.
Termination note (visited-set): if a recommended skill has already been invoked this session, stop and report the chain as complete instead of re-running it. Honor a max chain depth of 3 hops to avoid loops.
© aiskillstore, 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
SKILL.md and 2 other files (references) in skills/aaron-he-zhu/report-generator of aiskillstore/marketplace.
- SKILL.md
- references/report-templates.md
- skill-report.json
Open the folder on GitHubat commit ad8daf7
Compare with similar skills
Report Generator 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 |
|---|---|---|---|---|---|---|
| Report Generator this skillaiskillstore/marketplace | 430 | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Report Generatoraaron-he-zhu/aaron-marketing-skills | 2.9k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| Influencer Discoverytigerless-labs/influencer-discovery | 211 | — | ~2.5k | Automated safety check: Notes | None | |
| Opencloneteam-attention/openclone | 130 | — | ~2.6k | Automated safety check: Notes | MIT | |
| Reelclaw Adsdansugc/reelclaw | 145 | — | ~3.9k | Automated safety check: Notes | MIT | |
| Audience ResearchScrapeCreators/social-media-research-skills | 3.3k | — | ~635 | Automated safety check: Notes | MIT |
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Categories
Questions about Report Generator
What does Report Generator do?
A skill your agent uses when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces audience-tailored influencer marketing reports…. Report Generator is an agent skill from aiskillstore/marketplace. Use when the user asks to "create a campaign report", "build an executive summary", or "deliver client results"; produces audience-tailored influencer marketing reports (executive, client, internal team) with data tables, narrative, key learnings, and recommendations.
When should I use Report Generator?
Report Generator fits situations like: the user asks to create a campaign report; build an executive summary; deliver client results; produces audience-tailored influencer marketing reports (executive.
How do I install Report Generator in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill report-generator -a claude-code`. Or copy the skill folder (skills/aaron-he-zhu/report-generator in aiskillstore/marketplace) into .claude/skills/report-generator in your project. Claude Code loads it when a task matches its description.
How do I install Report Generator in Codex?
Run `npx skills add aiskillstore/marketplace --skill report-generator -a codex`. Or copy the skill folder (skills/aaron-he-zhu/report-generator in aiskillstore/marketplace) into .agents/skills/report-generator in your project. Codex loads it when a task matches its description.
Can I use Report Generator 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 aiskillstore/marketplace --skill report-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/report-generator, .gemini/skills/report-generator, .github/skills/report-generator and .opencode/skills/report-generator in your project.
What does Report Generator need to run?
SKILL.md names no scripts, command-line tools or credentials: Report Generator is instructions for the agent only. Compatibility (from SKILL.md): Claude Code and compatible agent-skill hosts.
Does Report Generator 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 Report Generator 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 Report Generator use?
Report Generator is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Report Generator use?
About 2k tokens (SKILL.md is roughly 7.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3k tokens, read only when the agent opens those files.
What are the alternatives to Report Generator?
Skills that share tags, products or a category with Report Generator: Report Generator (aaron-he-zhu/aaron-marketing-skills, 2.9k stars), Influencer Discovery (tigerless-labs/influencer-discovery, 211 stars), Openclone (team-attention/openclone, 130 stars) and Reelclaw Ads (dansugc/reelclaw, 145 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Report Generator?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.