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 human-avatar/skills-for-humanity --skill s4h-resource-bottleneck-analysisgit clone --depth 1 https://github.com/human-avatar/skills-for-humanityWrote 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/human-avatar/skills-for-humanity/s4h-resource-bottleneck-analysis)<a href="https://agentmods.dev/skills/human-avatar/skills-for-humanity/s4h-resource-bottleneck-analysis"><img src="https://agentmods.dev/badge/skills/human-avatar/skills-for-humanity/s4h-resource-bottleneck-analysis/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/human-avatar/skills-for-humanity/s4h-resource-bottleneck-analysis"><img src="https://agentmods.dev/badge/skills/human-avatar/skills-for-humanity/s4h-resource-bottleneck-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00079 | $0.01269 |
| Opus 5 | $0.00039 | $0.00634 |
| Sonnet 5 | $0.00016 | $0.00254 |
| Haiku 4.5 | $0.00008 | $0.00127 |
Grade A, and why
s4h-resource-bottleneck-analysis 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 9d 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 — 108 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Bottleneck Analysis
A system can only move as fast as its slowest stage. Improving any stage other than the bottleneck does not improve overall throughput — it just creates more work waiting in front of the constraint. Finding and addressing the bottleneck is the highest-leverage intervention available.
Your Process
Step 1: Map the Process or Value Chain Describe all the stages in sequence. What enters each stage, what happens, and what exits? The map should cover the full flow from input to output.
Framing check: Confirm the specific system before continuing. State what you've identified — the process or value chain being mapped and its start and end points — in one sentence, then use AskUserQuestion:
- Question: "I'm reading this as: [your one-sentence framing of the specific process or value chain, including what the input and output are]. Is that right?"
- Header: "Framing"
- Options:
- Yes — proceed — framing is correct
- Adjust — one element is off; user will correct it before you continue
- Reframe — different system than read; incorporate the correction before proceeding
Step 2: Identify Throughput per Stage For each stage: what is the throughput rate? How much work can it process per unit of time? Where does work visibly queue up, wait, or accumulate? Queuing upstream of a stage is the most reliable indicator of a bottleneck.
Step 3: Identify the Current Bottleneck
Before narrowing: Show the complete set of candidate stages — all stages where queuing, delays, or throughput gaps were observed — to the user first. Use AskUserQuestion:
- Question: "I've identified [N] stages showing constraint signals. Before I select the primary bottleneck, are there any you'd flag as especially critical, or any I've missed?"
- Header: "Prioritise"
- Options:
- Proceed with your selection — the set looks right
- Flag one — user will name a specific stage to treat as highest priority
- Add a missing one — user will describe a stage or constraint not yet captured
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.
- 9d ago First seen · 108 lines · 79 tokens per session scan A d521d2f63b06
s4h-resource-bottleneck-analysis is a skill published in the GitHub repository human-avatar/skills-for-humanity (223 stars, last pushed 1mo ago), licensed MIT. It adds 79 tokens to every session and 1,269 once invoked, about $0.0004 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 2026-09-03.
Other skills, from other repositories
decision-making-under-pressure
Provides practical habits for making better decisions faster -- reframing problems before solving them, knowing when to stop deliberating, balancing intuition with analysis, resisting 'just this once' compromises, and breaking overthinking cycles. Use when facing a high-stakes choice with incomplete data, sensing that…
flow-state
Optimizes individual and team productivity using Csikszentmihalyi's flow state framework, covering the conditions for flow (clear goals, immediate feedback, challenge-skill balance), the four-stage flow cycle, and organizational flow design. Use when auditing personal or team focus time, diagnosing productivity loss…
woop
Turn wishes into action plans using mental contrasting: Wish → Outcome → Obstacle → Plan.
the-eisenhower-matrix
Prioritize tasks by urgency and importance into Do, Schedule, Delegate, Eliminate.
release-notes
Generate and publish concise, evidence-based notes in the body of the latest existing GitHub Release. Use only when the user explicitly invokes $release-notes or explicitly asks to update the latest existing GitHub Release body. Do not invoke for general release planning, changelog, tag, or version tasks.
recipe-add-integration-tests
Add integration/E2E tests to existing codebase using Design Docs.