Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add tupe12334/instinct --skill jobs-to-be-donegit clone --depth 1 https://github.com/tupe12334/instinctWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/tupe12334/instinct/jobs-to-be-done)<a href="https://agentmods.dev/skills/tupe12334/instinct/jobs-to-be-done"><img src="https://agentmods.dev/badge/skills/tupe12334/instinct/jobs-to-be-done/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/tupe12334/instinct/jobs-to-be-done"><img src="https://agentmods.dev/badge/skills/tupe12334/instinct/jobs-to-be-done.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00023 | $0.01744 |
| Opus 5 | $0.00012 | $0.00872 |
| Sonnet 5 | $0.00005 | $0.00349 |
| Haiku 4.5 | $0.00002 | $0.00174 |
Grade A, and why
jobs-to-be-done scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 145 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Jobs to Be Done (JTBD)
Overview
JTBD reframes product thinking around the customer's underlying goal, not the feature they use. The core idea: customers don't buy products — they "hire" them to make progress in a specific situation. A milkshake isn't bought for taste; commuters hire it to make a boring drive tolerable and keep one hand free.
Three job types exist for every customer action:
┌─────────────────────────────────────────────────────────┐
│ THE JOB │
│ │
│ FUNCTIONAL SOCIAL EMOTIONAL │
│ ─────────── ────── ───────── │
│ What they How they How they │
│ need to DO want to APPEAR want to FEEL │
│ │
│ "File my taxes "Look competent "Stop worrying │
│ before April 15" to my CFO" about audits" │
└─────────────────────────────────────────────────────────┘
Social and emotional jobs are often stronger purchase drivers than functional ones. Ignoring them produces features nobody cares about.
Job Types
Functional Job
The concrete task the customer is trying to complete. Expressed as: verb + object + context.
- "Commute from home to office in under 30 minutes"
- "Send money to a family member abroad instantly"
- Avoid: "use our app" — that is a solution, not a job
Social Job
How the customer wants to be perceived by others while getting the job done.
- "Be seen as a financially responsible parent"
- "Signal technical credibility to my team"
- Surfaces in: testimonials, LinkedIn shares, status features
Emotional Job
How the customer wants to feel internally during or after the job.
- "Feel in control of my finances"
- "Not feel stupid when configuring this"
- Surfaces in: support tickets, churn interviews, NPS comments
Related Jobs
Adjacent jobs triggered before, during, or after the core job. Expansion opportunities live here.
- Core job: "book a flight" → Related: "find accommodation," "arrange airport transfer"
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 145 lines · 23 tokens per session scan A 852f3d54e61b
jobs-to-be-done is a skill published in the GitHub repository tupe12334/instinct (1 stars, last pushed 25d ago), licensed MIT. It adds 23 tokens to every session and 1,744 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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