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 easyinplay/harnessed --skill autogit clone --depth 1 https://github.com/easyinplay/harnessedWrote 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/easyinplay/harnessed/auto)<a href="https://agentmods.dev/skills/easyinplay/harnessed/auto"><img src="https://agentmods.dev/badge/skills/easyinplay/harnessed/auto/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/easyinplay/harnessed/auto"><img src="https://agentmods.dev/badge/skills/easyinplay/harnessed/auto.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 | $0.00221 | $0.03269 |
| Opus 5.5 | $0.00088 | $0.01308 |
| Sonnet 5.5 | $0.00044 | $0.00654 |
| Haiku 4.5 | $0.00022 | $0.00327 |
Grade A, and why
auto 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 25d 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 — 154 lines — stays where its author put it; the contents beside it link to each section on GitHub.
auto super-master orchestrator (v3.2.0 enhanced)
Overview
v3.2.0 NEW — 6-stage cadence (research conditional → discuss → plan → task → verify → retro
mandatory), sister 4 stage-master /discuss /plan /task /verify 独立 invoke 仍 work;
/auto 是 opt-in 一行命令 chain。
| order | sub | gate ref | mode | when fires |
|---|---|---|---|---|
| 0 | research |
judgments.stage-routing.auto-research-unclear.fires |
serial | user_understanding_unclear == true (Phase 0.5 prompt n) |
| 1 | discuss |
(unconditional — 4-stage chain 起点) | serial | always |
| 2 | plan |
(unconditional — stage 2) | serial | always |
| 3 | task |
(unconditional — stage 3) | serial | always |
| 4 | verify |
(unconditional — stage 4 收尾) | serial | always |
| 5 | retro |
(unconditional — auto mode mandatory) | serial | always |
Engine runtime spawns 6 sub workflow.yaml via runMasterOrchestrator per
T3.5.W0.1 — recursive 一层抽象 (super-master → stage-master OR standalone → sub-workflow):
- top-level invoke
/auto→ loadworkflows/auto/workflow.yaml→ runAutoPreFlight hook - pre-flight Phase 0:
assessComplexity(taskDescription)→ small/medium auto continue; large → prompt user 切--staged(y) OR abort 建议手动 (n) - pre-flight Phase 0.5:
promptUserUnderstanding()→ y skip research; n setuser_understanding_unclear = true进 ctx → research gate fires - spawn order 0:
workflows/research/workflow.yaml(if gate fires) - spawn order 1-4: 4 stage-master
workflows/<sub>/auto/workflow.yaml - spawn order 5:
workflows/retro/workflow.yaml(mandatory unconditional)
K8 ctx single snapshot:auto top-level invoke 1 snapshot, pass to all 6 spawn (sister Phase 3.5 W0.1 pattern verbatim, 1 snapshot per top-level invoke 跨整个 cycle)。
Default behavior
- Pre-flight gates: complexity assessment + understanding check (interactive prompts)
- Continuous chain: 6 stage 一行命令跑完, 中间不停
- Fail-fast: 任一 stage fail 立即停,
harnessed resume续 - New-project bootstrap:
.planning/ROADMAP.mdmissing → stage ① runs/gsd-new-project(when available) or creates the minimal ROADMAP/STATE/REQUIREMENTS skeleton first - Context 自动传递: planning-with-files
.planning/phases/<NN>-<slug>/喂下 stage - Retro mandatory: auto mode hands-off scenario,末尾强制
/retro总结 (无 opt-out flag) - 沿用 sister planning-with-files /plan 持久化 cadence
What ships with it
2 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.
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.
- 25d ago Changed · -2 lines dc31a7e07988
- 1mo ago First seen · 156 lines · 221 tokens per session scan A e36b60cc88ae
auto is a skill published in the GitHub repository easyinplay/harnessed (2 stars, last pushed 3d ago), licensed Apache-2.0. It adds 221 tokens to every session and 3,269 once invoked, about $0.0009 per session on Opus 5.5. 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.
Other skills, from other repositories
setup
Setup orchestrator for the Octowiz Bridge. Re-runs the live environment check, builds a gap list, and runs only the phases needed: plugins, memory, repo, verify. Invoked automatically by octowiz:octowiz when hard gaps are detected.
octowiz
Octowiz AI coding workflow coordinator. Reads IntegraHub memory doctrine at runtime, detects where you are in the development lifecycle, and routes to the right skill combination from superpowers + mattpocock-skills. Use this skill at the START of any development work — whether you have a fresh idea, an existing plan…
forge
Run a Planner→Dev→Test→Learn workflow for feature development with automatic bug-fix loops and state checkpointing.
sxo
Search Experience Optimization (SXO), the bridge between SEO and UX/CRO. Audits the journey from the SERP click to the on-page goal: click-through factors (title, meta, rich results), then post-click signals that keep users and drive conversions: above-the-fold relevance and intent match, page speed / Core Web Vitals…
meta-tags-optimizer
Optimize title tags, meta descriptions, Open Graph, and Twitter cards for maximum click-through rate. Generates multiple A/B test variations with character counting and SERP preview. Use when asked to "optimize title tag", "write meta description", "improve CTR", "Open Graph tags", "fix my meta tags", "social media…
chief-strategy-officer
Owns where the business plays and how it wins over a multi-year horizon — portfolio choices, corporate development, strategic partnerships, and planning under uncertainty. Use this for a decision about which markets or businesses to be in, whether to build, buy, or partner, how to allocate capital across business…