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 codegit 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/code)<a href="https://agentmods.dev/skills/easyinplay/harnessed/code"><img src="https://agentmods.dev/badge/skills/easyinplay/harnessed/code/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/code"><img src="https://agentmods.dev/badge/skills/easyinplay/harnessed/code.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 | $0.00160 | $0.01899 |
| Opus 5.5 | $0.00064 | $0.00760 |
| Sonnet 5.5 | $0.00032 | $0.00380 |
| Haiku 4.5 | $0.00016 | $0.00190 |
Grade A, and why
task-code 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 — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.
task-code workflow (v3)
Overview
2-phase sub-workflow mapping the user's CLAUDE.md Stage ③.b 子任务编码 discipline
onto the harnessed runtime, fully harnessed.workflow.v3 schema (Phase v3.0-3.4 W0
T3.4.W0.7 — D-09 L0 Discipline Substrate + D-05 conditional invokes_tools + D-15
planning-with-files plugin).
| phase | id | upstream | model | capability / invokes_tools |
|---|---|---|---|---|
| 1 | 01-code |
karpathy | sonnet | invokes_tools: [{if: phase.architecture_health_audit, tool: improve-codebase-architecture}, {if: subtask.bug_root_cause_unknown, tool: diagnose}] |
| 2 | 02-progress |
planning-with-files | haiku | {{ capabilities.planning-with-files.cmd }} / invokes: /plan / artifacts_expected: [progress.md] |
Per-phase config loads from workflows/task/code/workflow.yaml; engine.runRouting
spawns each phase as a sub-agent via @anthropic-ai/claude-agent-sdk 0.3.142+.
Karpathy 4 心法 (L0 Discipline Substrate always-on)
Phase 01-code 的 upstream 是 karpathy — runtime engine 加载 workflows/disciplines/ karpathy.yaml discipline rules 应用 cross-cutting (Think Before Coding / Simplicity
First / Surgical Changes / Goal-Driven Execution + ≤200L hard limit + no-feature-creep
- trust-internal-code + no-comments-default). 不 invoke slash cmd, 通过 hook 强制 behavioral rule per D-09 L0 Discipline Substrate.
mattpocock conditional route (D-05 invokes_tools)
Phase 01-code 按 phase fact context 条件性 fire 2 mattpocock 招式:
improve-codebase-architecture— 周期架构健康审查 (whenphase.architecture_health_audit == true)diagnose— bug 系统化排错 (whensubtask.bug_root_cause_unknown == true)
2 触发条件 OR-chain, 任 1 fire 即 invoke 对应招式 — 不互斥 (sister CLAUDE.md "mattpocock 招式按需召唤" pattern, NOT exclusive). 无触发 = pure karpathy 心法 only.
CodeGraph navigation (opt-in, v4.17.0)
If the project has a .codegraph/ index (opt-in CodeGraph semantic index — sister
capabilities.yaml codegraph entry), prefer the codegraph MCP tools
(codegraph_explore) for symbol lookup / call paths / impact analysis instead of
grep/glob/file-by-file Read crawling. No .codegraph/ → skip this (no install nag).
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 · -1 lines a351740f1811
- 1mo ago First seen · 104 lines · 160 tokens per session scan A ffe66859d512
task-code is a skill published in the GitHub repository easyinplay/harnessed (2 stars, last pushed 3d ago), licensed Apache-2.0. It adds 160 tokens to every session and 1,899 once invoked, about $0.0006 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.
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