The library

project-boundary · Protecting system files when an LLM agent has shell access

public-plugin-builder · Rapid prototyping of single-skill plugins where 23-step guided interview ensures correct scoping

ralph-review-trio · Comprehensive solo code reviews where progressive model escalation catches breadth then depth

runapi-mcp · Single unified interface for multi-provider generative content when provider-switching overhead matters

slopmop · CI gates preventing AI-generated code quality regressions before merge

thumbgate · Learning guardrails from real agent failures in production with NIST/SOC2 audit trail

ultraship · Production-grade pre-deploy gate closing 29 audit dimensions in one step

venture-capital-intelligence · Rapid bulk-deal screening where 9 specialized skills replace manual analysis across screening/modeling/reports

vibe-prospecting · Personalized outreach campaigns where live B2B data and tech-stack intel reduce cold-call blindness

vulnetix · Translating vulnerability intelligence into prioritized remediation where CVSS/EPSS guides triage

notfair · Unified SEO/SEM/GEO workflow where 18 skills cover research, build, optimize, and monitor across Google/Meta

pro-workflow · Structured external red-team assessments where 71 skills auto-select by vulnerability class

web-quality-skills · Complex interactive artifacts requiring state management or multi-page routing beyond static HTML

aaron-seo-geo · Full-cycle SEO/GEO where 20 skills + shared contract cover research/build/optimize/monitor with entity truth

claude-bughunter · Long-running AI coding projects where persistent memory and cross-agent coordination prevent forgetting context

artifacts-builder · Continuous quality gates where Lighthouse + WCAG + SEO audits run pre-deploy to prevent regression

audit-project · Enforcing zero-defect standards on medium codebases where iterative polish beats single-pass review.

bug-fix · Automating the entire bug-to-merge workflow when formalized issue tracking and branch discipline matter more than speed.

changelog-generator · Translating technical git logs into polished release notes when manual changelog writing is too slow or inconsistent.

commit · Standardizing commit messages across team when manual formatting is error-prone or slow.

connect-apps · Integrating multi-app orchestration into Claude Code when unified auth + action catalog saves integration time.

create-pr · Automating PR workflow end-to-end when code style consistency + branch hygiene are mandatory before review.

developer-growth-analysis · Personalized developer coaching when automated pattern detection from lived coding behavior beats static curricula.

pr-stamp-sweep · Two-phase fan-out: per-PR reviewer + adversarial security verifier, typed schemas

rue-fix-cycle · Real multi-worktree fix harness but tightly bound to Rue compiler repo

release-readiness · 5-phase release audit with adversarial verify; partly Skein-specific commands

retrospection · Self-improving harness via RHO; generic, schema-validated, arXiv-backed design

gpu-math-attack · Mine-then-refute research harness; solid but scoped to one June-22 GPU push

dev-master-orchestrator · Parameterized 5-stage impl→review→verify→amend loop; generic and well-engineered

enrich-companies · Generic multi-dim company enrichment fan-out; schema-validated, model-configurable

examiner-sim · Real 5-agent parallel rubric grader but tightly coupled to one course repo.

pci-compliance · Full PCI SSS v2.0 adversarial assessment; PDF+JSON+CSV out; broadly reusable.

product-critique · 9-lens adversarial critique with PR/issue output; scoped to one private app.

sm-ui-build · Judge-panel UI build with ADR gate; experimental spike, tied to private repo spec.

audit-egress · Runtime preset discovery + blind adversarial verify; reusable egress audit harness.

grind-base · Generic multi-round improvement loop with worktree isolation; explicitly a reusable base.

audit-gates · Reusable adversarial blast-radius audit: N parallel reviewers, per-finding verifiers, synthesis.

gate-assembler · Real parallel PR gate legs but tightly coupled to wordingone/ember repo specifics.

spark-sweep · Sophisticated 9-class scout fan-out with chunking, resume, temporal fence, and JSON contracts.

phase-gate · Reusable phase-boundary gate: parallel inspectors, adversarial verify, manifest, verdict logic.

product-emit · PR-per-group emitter with model tiering; depends on companion product-critique draft file.

arc-discovery · Structured 3-phase adversarial triage with materiality tripwire schema; reusable decision-gating harness.

plan61-implement-slice · Solid TDD slice workflow but hardcoded to one Rust/Bazel plan in one private repo.

create-tickets · 5-phase proposal-to-ticket pipeline with parallel investigation and structured AC schemas; reusable.

design-review · Route×lens fan-out with adversarial verify phase and prioritized report output; reusable UI harness.

port-cucumber-to-playwright · Well-structured 6-phase port with authority rules, but tied to code.org monorepo conventions.

citation-verify · Parallel web-verification harness with strict schema and evidence classification; reusable research sub-step.

rue-overnight-hunt · Parameterized bug-hunt fan-out with repro-verified findings; genuinely reusable pattern

fact-grounded-fix · Post-mortem-encoded adversarial verify loop; reusable across any codebase for grounded fixes

mlx-movie-director-run-self-improve-image · Solid VLM-review loop but tightly coupled to custom run.py; limited reuse outside that repo