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continuous-agent-loop

核心功能是提供4类持续自主代理循环模式，搭配RFC分解、质量门、评估循环、会话持久化的生产栈，内置故障恢复机制。典型场景：稳定增量工作选顺序循环，复杂多模块功能选RFC-DAG循环，代码交付选CI/PR循环，创意探索选无限模式，可通过审计脚本排查故障、恢复任务。

djc00p
djc00p
热度 58.56
最近更新 2026-05-11 17:40:23
分类：自动化依赖：代码执行 / 读写文件 / 内部调用大模型应用场景：自动化脚本 / DevOps / 工作流 / 任务管理 ...

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add continuous-agent-loop
Metadata
name
continuous-agent-loop
description
Canonical patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls. Supports sequential, RFC, CI/PR, and exploratory loops. Trigger phrases: autonomous loop, continuous agent, quality gates, agent loop recovery, eval loop, session persistence. Adapted from everything-claude-code by @affaan-m (MIT)
metadata
{"clawdbot":{"emoji":"🔄","requires":{"bins":[],"env":["AUDIT_ROOT"]},"os":["linux","darwin","win32"]}}

Continuous Agent Loop

Patterns for autonomous agent loops with quality gates and recovery.

Loop Selection

Choose your loop type based on requirements:

Need strict CI/PR control? 
  → continuous-pr

Need RFC decomposition?
  → rfc-dag

Need exploratory parallel generation?
  → infinite

Default → sequential

Production Stack (Recommended)

  1. RFC decomposition — break large requests into a DAG of sub-tasks before looping
  2. Quality gates — define explicit pass/fail criteria before starting each loop iteration
  3. Eval loop — run automated checks after each iteration to verify progress
  4. Session persistence — checkpoint state between iterations so you can resume on failure

Key Patterns

Sequential Loop:

  • Single task → execute → verify → repeat
  • Best for: stable, incremental work
  • Recovery: freeze, audit, reduce scope

RFC-DAG Loop:

  • Decompose request → parallel branches → merge results
  • Best for: complex multi-part features
  • Recovery: replay failing unit

CI/PR Loop:

  • Generate → test → push PR → merge on pass
  • Best for: code-heavy deliverables
  • Recovery: fail fast, surface root cause

Infinite/Exploratory:

  • Generate variants in parallel, filter winners
  • Best for: creative or search-heavy work
  • Recovery: cap iterations, tighten criteria

Failure Modes & Recovery

Problem Root Cause Fix
Loop churn Vague acceptance criteria Freeze & redefine criteria
Repeated retries Same root cause ignored Run harness audit (see scripts/harness-audit.js), fix root
Merge queue stalls Test flakes or deps Isolate failing unit
Cost drift Unbounded escalation Cap token budget per loop

Recovery checklist:

  • Freeze loop
  • Run node scripts/harness-audit.js — scores 7 categories (tool coverage, quality gates, evals, security, cost efficiency, memory, context)
  • Reduce scope to failing unit
  • Replay with explicit criteria

References

  • scripts/harness-audit.js — deterministic audit script, scores repo 0-70 across 7 categories
  • references/harness-audit.md — full command usage and output contract