Skill collection

gaasher/Agent-Loop-Skills

25 agent skills across 7 categories, read straight from the repository tree.

gaasher146★ across the radarProfile →
25
Skills published
7
Categories
7
Ship scripts
146
Stars on the repo
Tracked on the radar · 146★Repository facts and velocity →
Testing & QA · 9
All in category →
swe-loopUse when the user has a coding prompt — a feature, bug fix, or refactor — and wants it implemented end to end…scriptsplan-loopUse when the user has a coding or engineering prompt and wants it refined into a detailed, executable plan…scriptsoptimize-loopUse when the user wants to iteratively improve an artifact under a hard correctness bound while minimizing a…scriptsblue-teamUse when the user has concrete failing cases in code or a guardrail/classifier/filter/prompt/API they own — a…scriptsred-teamUse when the user wants to adversarially stress-test a guardrail, classifier, prompt, or API they own or are…scriptspower-analysisUse when the user is planning a two-arm comparison (an A/B test, a simple RCT, a behavioral study, or a…scriptsliterature-surveyUse when the user wants a structured, saturating literature survey on a question — not a one-shot summary…data-analysisUse when the user wants an iterative, self-checking exploratory analysis of a dataset — surfacing findings…anomaly-investigationUse when the user has a known, already-observed anomaly in their data — a metric spike or drop, an outlier…
Data & Analytics · 9
All in category →
scientific-writerUse when the user has a scientific draft (with its dataset, figures, and optional analysis code) and wants it…tournament-autoresearchUse when the user wants an autonomous ML research loop that pressure-tests competing ideas before spending…scientific-figureUse when the user has scientific data (or a prompt alluding to scientific data) and wants a…ml-autoresearchUse when the user wants an autonomous ML research loop that does more than blindly try changes. After every…tabular-cleanupUse when the user has a messy tabular data dump (CSV/TSV/parquet/Excel/JSON) and wants it iteratively cleaned…dueling-autoresearchUse when the user wants two approaches raced head-to-head on a single shared metric — e.g. a…karpathyUse when the user wants the LLM to do its own ML research: a fully-autonomous loop that hacks the training…claim-verifyUse when the user has a results draft or a set of data-backed claims and wants each one adversarially…prompt-optimizeUse when the user has a prompt that feeds a system they can already score, and wants that prompt…
Content & Marketing · 1
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literature-searchUse when a loop needs scholarly literature — paper discovery, novelty checks, full-text snippet search…scripts
AI & Agents · 1
All in category →
hypothesis-genUse when the user wants to generate and literature-vet a pool of novel, testable research hypotheses for a…
Backend & API · 1
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purple-teamUse when the user wants to automatically harden a guardrail, classifier, content filter, prompt, or API they…
Databases · 1
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alpha-evolveUse when the user wants to evolve an ML model/program through population-based search rather than a single…
Other · 3
research-proposalUse when the user has a research proposal (problem + proposed methodology + planned experiments) and wants it…exploratory-autoresearchUse when the user wants an autonomous ML research loop that explores the space broadly rather than…research-questionUse when the user has a vague topic or area of interest and wants it sharpened into a few strong, novel…
For maintainers

Maintain gaasher/Agent-Loop-Skills? Drop this in your README — it shows how many of your skills are listed and updates itself.

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About this collection
How many skills does gaasher/Agent-Loop-Skills publish?

25 that pass our gate — each has a real description and a SKILL.md we could read.

How do I install one?

Every skill page carries its own command — `npx skills add gaasher/Agent-Loop-Skills --skill <name> --agent claude-code`. Swap the agent for codex, cursor or copilot.

Keep going
All skills →
The full catalog, by category and by tool.
Open Source Radar →
The repositories these collections come from.
More from gaasher →
Everything this maker publishes.