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reliable-task-execution

reliable-task-execution is a skill for Claude Code, Codex from PANYUXIN6/pyx-skills. It costs 75 tokens per session (683 once invoked), scanned A, original, MIT.

A set of safeguards for coding-agent work involving completion claims, debugging, destructive changes, external systems, long tasks, or high-risk reviews.

In plain words
What is it for?
Use it to verify claims, investigate failures, protect files and external state, maintain continuity, or decide whether delegation is worthwhile.
Why use it?
It keeps decisions based on current evidence and helps preserve recoverability and user control when work could have lasting effects.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 8repo changed 1mo ago A scan 75 tokens original MIT

Good fit Use it to verify claims, investigate failures, protect files and external state, maintain continuity, or decide whether delegation is worthwhile.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/panyuxin6/pyx-skills/reliable-task-execution
View source ↗ PANYUXIN6/pyx-skills
Install

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.

Any agent
npx skills add PANYUXIN6/pyx-skills --skill reliable-task-execution
Clone the repo
git clone --depth 1 https://github.com/PANYUXIN6/pyx-skills

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for reliable-task-execution

README.md
[![agentmods](https://agentmods.dev/badge/skills/panyuxin6/pyx-skills/reliable-task-execution/github.svg)](https://agentmods.dev/skills/panyuxin6/pyx-skills/reliable-task-execution)
Your own site
<a href="https://agentmods.dev/skills/panyuxin6/pyx-skills/reliable-task-execution"><img src="https://agentmods.dev/badge/skills/panyuxin6/pyx-skills/reliable-task-execution/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.

agentmods 80×15 button for reliable-task-execution

Your own site · 80×15
<a href="https://agentmods.dev/skills/panyuxin6/pyx-skills/reliable-task-execution"><img src="https://agentmods.dev/badge/skills/panyuxin6/pyx-skills/reliable-task-execution.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 75 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 683 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00075 $0.00683
Opus 5.5 $0.00030 $0.00273
Sonnet 5.5 $0.00015 $0.00137
Haiku 4.5 $0.00007 $0.00068

Measured 1mo ago against content hash e6b535e59130, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

reliable-task-execution 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 1mo 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.

reliable-task-execution/SKILL.md · 49 lines

What it actually says

可靠地执行任务

用能保障正确性、可恢复性和用户控制权的最少流程。只启用与当前风险有关的模块。

核心原则

  • 所有事实性结论都以当前证据为依据。
  • 执行不可逆操作前，先确定确切对象与操作权限。
  • 相比记忆，更信任仓库状态、工具输出和外部系统。
  • 多次尝试失败时，重新检查假设，不要不断叠加猜测性的修复。
  • 仅当收益高于协作成本时，才使用持久化状态、委派或独立审查。

按需加载模块

只阅读当前情况所需的参考文件：

情况 模块
即将声明工作已完成、已修复、正确或已通过 验证
即将删除、覆盖、发布、合并、部署、强制推送，或改变难以恢复的外部状态 安全操作
排查缺陷、失败、性能问题，或多次修复仍未成功 诊断与恢复
工作可能跨越上下文压缩、中断、会话或多个代理 任务延续
考虑委派给子代理或并行执行 委派
变更跨越重要的正确性、安全、数据或集成风险边界 独立审查

只有任务确实跨越多个边界时才加载多个模块。例如，一个耗时且委派执行的迁移可能同时需要连续性、委派、安全操作、审查和最终验证；一个小型本地修改可能只需最终验证。

保持适应性判断

以下属于硬性边界：

  • 用当前证据支持成功声明。
  • 不可逆操作前，确认对象、影响、权限和恢复方式。
  • 接受委派结果前，先检查其是否真正完成。
  • 修复循环不再产生有用证据时，重新诊断。
  • 复用持久化状态前，确认它属于当前任务。

仅当风险降低效果大于协作成本时，才使用工作树、书面状态、子代理、独立审查或特定测试策略。

保持范围边界

本技能不增加固定的开发阶段。只有另一项适用流程或用户要求时，才启用头脑风暴、书面计划、测试驱动开发、工作树、子代理、代码审查或提交。

Files

What ships with it

6 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.

Changes

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.

  1. 1mo ago Changed · +17 tokens per session e6b535e59130
  2. 2mo ago First seen · 49 lines · 58 tokens per session scan A 1ba171f47d34

Subscribe to this mod's changes

reliable-task-execution is a skill published in the GitHub repository PANYUXIN6/pyx-skills (8 stars, last pushed 17d ago), licensed MIT. It adds 75 tokens to every session and 683 once invoked, about $0.0003 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.

Building agentsSecurityagent-skills
Related

reliable-task-execution compared with skills from other repositories

reliable-task-execution next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
reliable-task-executionPANYUXIN6/pyx-skillsSkill817d agoMITA75Claude Code, Codex
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code