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Affaan M/Continuous Agent Loop — measured AI agent skill | DecimalAI

affaan-m/continuous-agent-loop

SkillScore91Maintained

品質ゲート、評価、リカバリーコントロールを備えた継続的な自律エージェントループのパターン。

agent-toolingby affaan-m

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

AI Engineer pack

decimalai skills pull affaan-m-continuous-agent-loop

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/affaan-m-continuous-agent-loop/SKILL.md

Raw file: /s/affaan-m-continuous-agent-loop/SKILL.md ↗ · machine-readable summary at /s/affaan-m-continuous-agent-loop.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 27h ago

—-27% tokens0% turns91% of whole cases pass with skill (20/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-47%	0%
case-02	✗→✓	▲ Improved	-31%	0%
case-04	✗→✓	▲ Improved	-38%	0%
case-06	✗→✓	▲ Improved	-39%	0%
case-10	✗→✓	▲ Improved	-59%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

affaan-m / ecc

docs/ja-JP/skills/continuous-agent-loop/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v4

Skill contents

SKILL.md

持续代理循环

这是 v1.8+ 的规范循环技能名称。它在保持一个发布版本的兼容性的同时，取代了 autonomous-loops。

循环选择流程

text
Start
  |
  +-- 需要严格的 CI/PR 控制？ -- yes --> continuous-pr
  |
  +-- 需要 RFC 分解？ -- yes --> rfc-dag
  |
  +-- 需要探索性并行生成？ -- yes --> infinite
  |
  +-- default --> sequential

组合模式

推荐的生产栈：

RFC 分解 (ralphinho-rfc-pipeline)
质量门 (plankton-code-quality + /quality-gate)
评估循环 (eval-harness)
会话持久化 (nanoclaw-repl)

故障模式

循环空转，没有可衡量的进展
因相同根本原因而重复重试
合并队列停滞
无限制升级导致的成本漂移

恢复

冻结循环
运行 /harness-audit
将范围缩小到失败单元
使用明确的验收标准重放

Want to see if affaan-m/continuous-agent-loop would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.