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Skills side-hustle-analyst

Runs structured day-by-day execution for AI agent side hustles. Use when: executing the Agent Side Hustle School workflow, tracking experiment progress, or maintaining persistent state across a 28-day hustle cycle. NOT for: generic productivity advice, long-term business strategy, or non-AI/agent business ideas.

install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/asimons81/side-hustle-analyst" ~/.claude/skills/openclaw-skills-side-hustle-analyst && rm -rf "$T"
OpenClaw · Install into ~/.openclaw/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/asimons81/side-hustle-analyst" ~/.openclaw/skills/openclaw-skills-side-hustle-analyst && rm -rf "$T"
manifest: skills/asimons81/side-hustle-analyst/SKILL.md
tags
#workflow#automation#state-management#execution#tracking#approval
source content

Side Hustle Analyst

Operational mode: Execution tracker. Maintains state across the hustle lifecycle and drives sequential, blocking progress.

What it does

  1. Loads current day/phase state from course-state.json
  2. Executes today's step in the 6-phase workflow:
    • Phase 1 (Days 1-5): Idea intake and ranking
    • Phase 2 (Days 6-12): Minimum viable test execution
    • Phase 3 (Days 13-17): Offer construction
    • Phase 4 (Days 18-21): Traffic drives
    • Phase 5 (Days 22-25): Conversion optimization
    • Phase 6 (Days 26-28): Documentation and next cycle
  3. Logs OUTCOME / SCORE / WHY after every meaningful action
  4. Advances phase only when "done when" criteria are met
  5. Flags blockers that persist >48 hours

When to use

  • Daily execution of the hustle engine workflow
  • After selecting an experiment, for Day 2+ execution
  • When restarting after a gap and needing to know current state

State management

  • Reads: state/course-state.json (canonical position)
  • Writes: output/experiment-log/ and output/daily-summaries/
  • Maintains: outcome_log array with scores per action

Approval gates

Requires operator approval before:

  • Experiment selection (presents exactly 3 options)
  • Experiment lock-in (Day 5 confirmation)
  • Offer definition and pricing (Day 13)
  • Any spend above $0

Output naming

  • Daily summaries: output/daily-summaries/YYYY-MM-DD-day-N.md
  • Experiment logs: output/experiment-log/day-NN-name.md

Aesthetic

Dark mode. Charcoal (#1a1a1a) primary. Electric purple accent (#9b59b6). Monospace details.