prp-loop

Run the autonomous cyclic PRP pipeline end to end (plan → implement → pr → review, looping review→fix until the PR is clean). Use when the user wants to "ship feature X end to end", "run the full PRP loop", "auto-implement and open a PR for a feature", or invokes /prp-loop.

Quality

100%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

Securityby

Critical

Do not install without reviewing

Quality

Content

100%Weight 40%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is a tight, executable runbook: real commands, clear stage sequencing with a validation feedback loop, and a one-level-deep bundle reference. It assumes Claude's competence and adds only non-obvious operational detail.

Dimension	Reasoning	Score
Conciseness	Lean body with no concept padding Claude already knows; every section (Run it, --until, What it does, Safety, Notes) earns its tokens and assumes competence.	3 / 3
Actionability	Gives copy-paste-ready executable commands with the real script path, plus concrete defaults (--max-cycles 3, --max-implement-iterations 10) and exact --validate semantics (exit 0 = pass).	3 / 3
Workflow Clarity	Stages are explicitly sequenced (plan→implement→pr→review→cycle) with a validation feedback loop (review→fix→push→re-review up to --max-cycles) and enumerated halt conditions; the GREEN sentinel / --validate check is the explicit checkpoint.	3 / 3
Progressive Disclosure	The body is a concise overview that defers detail to one real bundle file (scripts/prp_loop.py, verified present) and the state file, with well-organized sections and navigation one level deep — no nested reference chains.	3 / 3
	Total	12 / 12 Passed

Description

100%Weight 40%Scale 1-3

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is concise yet complete, naming concrete stages, an explicit "Use when" clause with natural trigger phrases, and a distinct niche. It hits every anchor at the top level with no verbosity or over-claiming.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions in sequence — "Run the autonomous cyclic PRP pipeline end to end (plan → implement → pr → review, looping review→fix until the PR is clean)" — naming each stage as a distinct operation.	3 / 3
Completeness	Explicitly answers both what (the cyclic plan→implement→pr→review pipeline with a review→fix loop) and when (an explicit "Use when..." clause with four concrete trigger conditions).	3 / 3
Trigger Term Quality	Provides natural phrasings users would actually say — "ship feature X end to end", "run the full PRP loop", "auto-implement and open a PR for a feature" — plus the /prp-loop slash-command trigger.	3 / 3
Distinctiveness Conflict Risk	A clearly delineated PRP orchestrator niche with distinctive triggers; the autonomous-cyclic-pipeline framing is unlikely to fire for sibling PRP skills or unrelated work.	3 / 3
	Total	12 / 12 Passed

Validation

93%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: Wirasm/prp
Path: plugins/prp-core/skills/prp-loop/SKILL.md
Commit: 1142738

Reviewed: 11 days ago

Table of Contents

Discovery Implementation Validation

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.