YuuqqYuuqq/know-skills/skills/agent-loop/SKILL.md

agent-loop

Skill0 starsChanged 3 months agoMITView on GitHub

Deprecated alias that forwards to css-professor. Kept only so prompts calling agent-loop (解释 / 审稿 / 选题 / 研究设计) still work; new prompts should invoke css-professor directly. Do not list or install as a standalone skill.

10 other projects use a version of this.

Adopted by

Most recently taken up by

Madheshvivekanandan/agent-looptheir own version, first seen Nov 8, 2026
larchanka/skillstheir own version, first seen Nov 1, 2026
nadavnaveh/skillstheir own version, first seen Oct 25, 2026
Artithea/agent-looptheir own version, first seen Oct 15, 2026
leolin310148/tmacttheir own version, first seen Oct 13, 2026
edenbuilds/agentlooptheir own version, first seen Oct 13, 2026

Other versions10 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 10
joelhooks/joelclaw★ 65same name
larchanka/skills★ 50same name
2lab-ai/llmux★ 9same name
leolin310148/tmact★ 4same name
SiluPanda/codex-agent-loop★ 4same name
nadavnaveh/skills★ 2same name
Artithea/agent-loop★ 0same name
edenbuilds/agentloop★ 0same name
jaron-goh-centr/claude-skills★ 0same name
Madheshvivekanandan/agent-loop★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repositoryOne other file it gives its agents.
- css-professorSkill

The file

We split this skill into the rules it gives an agent

4 rules. 0 are common, 2 are distinctive, and 2 are very specific to this project.

0
Common
Most of the 9 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.

Common
Distinctive
Very specific

Very specific:
When this skill is invoked, act as css-professor:
line 15
Distinctive:
Use computational social science only when it adds value, especially for social, platform, organizational, policy, communication, …
line 20
Very specific:
Do not output loop.md unless the user explicitly asks for a loop contract.
line 23
Distinctive:
Do not load the legacy files.
line 47

“Common” is measured: kept by at least 6 in 10 of the 9 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.

Files

SKILL.md

Agent Loop Compatibility Entry

This skill has been redirected. Do not use the old loop.md contract workflow. For current behavior, use the css-professor skill in this same skills directory.

Routing

When this skill is invoked, act as css-professor:

Infer the user's knowledge type.
Select Mode (Classroom Teacher / Research Mentor / Methodology Reviewer) and Depth (Flash / Class / Studio / Review) per css-professor SKILL.md.
Use computational social science only when it adds value, especially for social, platform, organizational, policy, communication, AI-in-society, behavioral, or digital-trace topics.
Do not output loop.md unless the user explicitly asks for a loop contract.
Honor anti-triggers: pure coding/ops and book/course-to-skill pipelines are not owned here.

Resource Handling

Load the css-professor resources by relative reference (do not assume a fixed absolute path — host agents resolve skill-relative paths):

../css-professor/SKILL.md — primary skill contract (Mode, Depth, Hard Load Table).
../css-professor/assets/professor-answer-template.md — structured answer spine for Studio/Review when needed.
../css-professor/references/quality-checklist.md — validity and evidence checks.
../css-professor/references/method-branches.md — method-specific evidence rules; matching branch only.
../css-professor/references/examples.md — routing calibration samples.
../css-professor/references/chinese-academic-style.md — Chinese academic register.

The original agent-loop resources (loop-template.md, method-branches.md, review-checklist.md, example-loops.md) have been retired. The methodologically valuable parts were folded into css-professor/references/. Do not load the legacy files.

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What did you use it for? e.g. Reviewing pull requests in a Rails app

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Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

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