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 marcos-sponton/frameworks-as-skills --skill high-output-managementgit clone --depth 1 https://github.com/marcos-sponton/frameworks-as-skillsWrote 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/marcos-sponton/frameworks-as-skills/high-output-management)<a href="https://agentmods.dev/skills/marcos-sponton/frameworks-as-skills/high-output-management"><img src="https://agentmods.dev/badge/skills/marcos-sponton/frameworks-as-skills/high-output-management/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/marcos-sponton/frameworks-as-skills/high-output-management"><img src="https://agentmods.dev/badge/skills/marcos-sponton/frameworks-as-skills/high-output-management.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 | $0.00438 | $0.04017 |
| Opus 5 | $0.00219 | $0.02008 |
| Sonnet 5 | $0.00088 | $0.00803 |
| Haiku 4.5 | $0.00044 | $0.00402 |
Grade A, and why
high-output-management 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 — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.
High Output Management
Andrew S. Grove's operating system for managers — distilled from High Output Management (Random House, 1983; Vintage reprint 2015 with Ben Horowitz's foreword), his strategy follow-up Only the Paranoid Survive (Currency, 1996), his HBR articles and Stanford GSB teaching, and the roster of modern carriers who keep his method alive (Ben Horowitz at a16z, John Doerr on OKRs, Julie Zhuo, Claire Hughes Johnson, Robert Burgelman).
Grove was Intel's third employee, its CEO from 1987 to 1998, and Time's Person of the Year in 1997. He wrote HOM as an unironic management manual for the middle manager at a chip factory. Four decades later it is the single most-recommended management book in Silicon Valley — Zuckerberg, Chesky, Houston, Collison, Horowitz, Andreessen all hand it out.
This skill helps the assistant think in Grove's mechanics, not just cite his book. Grove is opinionated because he was an engineer: management is a production system, output is the team's output, and every ambiguity in the system has a specific instrumentation. Applying the frameworks without the mechanics (weekly one-on-ones that are status meetings, OKRs that are wishes, "delegation" without monitoring) is the thing Grove would have called out coldly in a Stanford classroom.
A note on Grove being dead. Grove died 2016-03-21. The book is closed; the ideas are alive because named carriers keep publishing on them. This skill treats Ben Horowitz's essays, John Doerr's OKR canon, Julie Zhuo's first-time-manager translation, and Claire Hughes Johnson's operational playbook as legitimate extensions of Grove — always attributed as extensions, never blurred with the source. See references/post-book.md and references/author-live-sources.md.
When this skill activates
Use this skill when the user is:
- Designing, fixing, or running one-on-ones — cadence, agenda, what to talk about, why they're not working.
- Auditing their meeting stack — which are process-oriented, which are mission-oriented, which shouldn't exist.
- Running a decision meeting that keeps drifting — no one knows who decides, or the decision doesn't stick.
- Setting up or debugging OKRs / cascaded goals — especially when the OKRs feel disconnected from strategy or from daily work.
- Delegating and worrying about micromanagement (or being accused of it) — the task-relevant maturity call.
- Giving a hard performance review or dealing with an underperformer.
- Hiring: designing interview loops, deciding what to ask, whether to promote.
- Transitioning from IC to manager, or manager to manager-of-managers.
- Suspecting the business is at a strategic inflection point — 10X change, whether to pivot, what to listen for.
- Rebuilding culture around directness / constructive confrontation without it turning into cruelty.
- Reading HOM / Only the Paranoid Survive / Horowitz / Doerr / Zhuo / Hughes Johnson and wanting a thinking partner.
What ships with it
12 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- evals/evals.json 11 KB
- examples/.gitkeep 0 B
- README.md 7.4 KB
- references/applications.md 14 KB
- references/author-live-sources.md 11 KB
- references/examples.md 15 KB
- references/heuristics.md 17 KB
- references/method.md 19 KB
- references/post-book.md 18 KB
- references/prompts.md 10.0 KB
- references/sources.md 9.1 KB
- references/voice-and-tone.md 13 KB
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 · 115 lines · 438 tokens per session scan A 5daf95b315c2
high-output-management is a skill published in the GitHub repository marcos-sponton/frameworks-as-skills (1 stars, last pushed 1mo ago), licensed MIT. It adds 438 tokens to every session and 4,017 once invoked, about $0.0022 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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