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prp-loop

Runs the detached, resumable PRP pipeline in fresh headless CLI sessions, cycling plan, implementation, PR, review, and corrections with persisted state and safety bounds. Use only when the user explicitly asks to "run the full PRP loop", "run this detached", "continue across context windows", use headless autonomous execution, resume a saved loop, or invokes /prp-loop. Use prp-issue for ordinary end-to-end delivery.

76

Quality

96%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

92%Weight 40%Scale 1-5

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

A tight, executable orchestrator skill: concrete commands with defaults, a clearly sequenced multi-stage pipeline with explicit green/halt validation checkpoints, and correct bundle structure. The only blemish is the historical UX note about the retired Ralph loop, which costs a point on conciseness.

Suggestions

Trim or shorten the 'UX note' paragraph contrasting with the retired Ralph loop — it is historical context rather than actionable instruction for running the skill.

Consider moving the comparison with the retired single-session/Stop-hook approach into the Notes section in one sentence, freeing the --until section for pure usage guidance.

DimensionReasoningScore

Conciseness

The body is lean and command-first, but the 'UX note' paragraph contrasting with the retired Ralph loop is historical context that could be trimmed, fitting 'minor instances of over-explanation' rather than 'every token earns its place'.

4 / 5

Actionability

Provides copy-paste-ready commands ("uv run .claude/skills/prp-loop/scripts/prp_loop.py \"$ARGUMENTS\"", --resume, --until implement) with defaults (--max-cycles 3, --max-implement-iterations 10) and the --validate flag; the referenced script scripts/prp_loop.py exists in the bundle.

5 / 5

Workflow Clarity

The 'What it does' section sequences plan → implement → PR → review → fix cycle with explicit validation (VALIDATION: GREEN sentinel, --validate command, green-check gates), a review→fix→re-review feedback loop, and enumerated halt conditions — safety validation is present despite the autonomous batch nature, so no cap applies.

5 / 5

Progressive Disclosure

The body is under 50 lines, well-organized into Run it / Stop after a stage / What it does / Safety / Notes sections, needs no external reference files, and its single bundle reference (scripts/prp_loop.py) is real and correctly pathed.

5 / 5

Total

19

/

20

Passed

Description

100%Weight 40%Scale 1-5

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

A model third-person description: concrete actions, quoted natural trigger phrases, explicit what/when coverage, and explicit disambiguation from the related prp-issue skill. Voice and gating are both handled correctly.

DimensionReasoningScore

Specificity

"Runs the detached, resumable PRP pipeline in fresh headless CLI sessions, cycling plan, implementation, PR, review, and corrections with persisted state and safety bounds" lists multiple specific concrete actions covering the full pipeline cycle, state persistence, and safety behavior — comprehensive coverage, not just several actions.

5 / 5

Completeness

Explicitly answers what ("Runs the detached, resumable PRP pipeline... cycling plan, implementation, PR, review, and corrections") and when ("Use only when the user explicitly asks...") with concrete quoted trigger phrases; nothing is left implicit.

5 / 5

Trigger Term Quality

Quotes natural user phrasings users would actually say ("run the full PRP loop", "run this detached", "continue across context windows", "resume a saved loop") plus the /prp-loop slash command and synonyms (detached/headless/autonomous/resumable), giving comprehensive trigger coverage for this domain.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (detached cyclic PRP orchestration), is gated by explicit 'Use only when' triggers, and disambiguates from the sibling skill with "Use prp-issue for ordinary end-to-end delivery" — minimal conflict risk.

5 / 5

Total

20

/

20

Passed

Validation

93%

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

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
Wirasm/prp
Path

.claude/skills/prp-loop/SKILL.md

Commit

4352925

Reviewed

Table of Contents

DiscoveryImplementationValidation

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