The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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Finding subtle compiler/resolver bugs that only manifest across language boundaries and import patternsworkflow
resolution-redteam · Finding subtle compiler/resolver bugs that only manifest across language boundaries and import patterns
Continuous threat intel pipeline that keeps SIGMA rules fresh against emerging Android malware with human-in-the-loop final gateworkflow
update-rules-e2e · Continuous threat intel pipeline that keeps SIGMA rules fresh against emerging Android malware with human-in-the-loop final gate
Parallel discovery swarms that populate a research run's source cards faster than sequential manual researchworkflow
research-foundry-swarm · Parallel discovery swarms that populate a research run's source cards faster than sequential manual research
Preventing subtle multi-platform regressions before a bug fix ships by exhaustively probing blast radiusworkflow
bugfix-council · Preventing subtle multi-platform regressions before a bug fix ships by exhaustively probing blast radius
Autonomously grooming a backlog and shipping a prioritized batch end-to-end without human re-triageworkflow
ship-batch · Autonomously grooming a backlog and shipping a prioritized batch end-to-end without human re-triage
Orchestrating multi-stage automation design-build-test-verify-audit when distinct specialists (architect, builders, testers, verifiers, auditors) are available as separate agents.workflow
construir-automatizacion · Orchestrating multi-stage automation design-build-test-verify-audit when distinct specialists (architect, builders, testers, verifiers, auditors) are available as separate agents.
Running a complete, adversarially-verified code + app quality audit without making edits; pair with quality-remediate workflow to apply fixes.workflow
quality-audit · Running a complete, adversarially-verified code + app quality audit without making edits; pair with quality-remediate workflow to apply fixes.
Parallel implementation of independent features or refactors when territories are pre-assigned and disjoint, each requiring TDD-first discipline and isolated build cache.workflow
wave-fanout · Parallel implementation of independent features or refactors when territories are pre-assigned and disjoint, each requiring TDD-first discipline and isolated build cache.
Research questions needing ≥3 sources cross-checked for consistency (SDK/API behavior, vendor pricing, version facts); replaces serial autoresearch loop.workflow
mercury-multi-source-research · Research questions needing ≥3 sources cross-checked for consistency (SDK/API behavior, vendor pricing, version facts); replaces serial autoresearch loop.
Parallelizing /xdev:ask health-check to break single-thread sampling budget; each dimension can operate independently with its own rg pattern + optional graphify read.workflow
ask-investigate · Parallelizing /xdev:ask health-check to break single-thread sampling budget; each dimension can operate independently with its own rg pattern + optional graphify read.
multi-phase agent orchestrationworkflow
lehrer2-foundation-docs · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
stage3-service-registration · multi-phase agent orchestration
high-stakes correctness verdictsworkflow
fable-soundness-verdict · high-stakes correctness verdicts
batch task execution without PRsworkflow
drain-tasks · batch task execution without PRs
multi-phase agent orchestrationworkflow
book-analysis-parallel · multi-phase agent orchestration
idea vetting and specificationworkflow
idea-to-spec · idea vetting and specification
autonomous TDD feature developmentworkflow
execute-plan · autonomous TDD feature development
comprehensive adversarial reviewworkflow
gauntlet · comprehensive adversarial review
finding spec-to-code driftworkflow
gap-analysis · finding spec-to-code drift
multi-phase agent orchestrationworkflow
bdd-foundry · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
deep-audit-merge · multi-phase agent orchestration
coordinated multi-PR mergesworkflow
ship-beads · coordinated multi-PR merges
multi-phase agent orchestrationworkflow
atlas-full-points-guide · multi-phase agent orchestration
security and upgrade planningworkflow
uc-dependency-audit · security and upgrade planning
multi-phase agent orchestrationworkflow
megakernel-autoresearch · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
talent-validate · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
cycle-cause-research · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
convention-audit · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
backlog-reds-and-soft · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
grind-story · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
denetle-moduller · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
ctf-full-pipeline · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
annotate-part · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
dual-family-review · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
ideate · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
deck-contribute · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
note-correctness-review · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
maturation-passes · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
ctf-attack-file_ssrf · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
ctf-attack-injection · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
doc-drift-scoped · multi-phase agent orchestration
multi-phase agent orchestrationworkflow
plan61-burn-down · multi-phase agent orchestration
accessibility/compliance auditsworkflow
entropy-audit-understand · accessibility/compliance audits
PR routing and mergingworkflow
merge-pr · PR routing and merging
code review cyclesworkflow
tdd-bugfix · code review cycles
accessibility/compliance auditsworkflow
audit-a11y · accessibility/compliance audits
accessibility/compliance auditsworkflow
release-audit · accessibility/compliance audits
code review cyclesworkflow
std-plan · code review cycles
workflow automationworkflow
stage-03-requirement-understanding · workflow automation
workflow automationworkflow
orch-soft-budget · workflow automation