The library

Everything we index — ranked by what works, never by stars.

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Execute serialized phases with parallel compositionworkflowEngineeringL3
parity-chain · Building features with test-first discipline across multiple implementation rounds.
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Root-cause and design code exploration fixesworkflowEngineeringProductL3
world-class-code-exploration · Building features with test-first discipline across multiple implementation rounds.
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Convert vague goals into testable specsworkflowProductEngineeringL2
goal-lint · Building features with test-first discipline across multiple implementation rounds.
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Fix prose defects across blog batchworkflowMarketingL2
blog-prose-remediation · Hardening vague agent instructions into precise, testable, falsifiable prompts.
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Autonomously build project from blueprintworkflowEngineeringL3
build-from-blueprint · Building features with test-first discipline across multiple implementation rounds.
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Map brownfield codebase with three scoutsworkflowEngineeringL3
kiln-mapping · Building features with test-first discipline across multiple implementation rounds.
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Triage open PRs for bugs before mergeworkflowEngineeringL2
pr-triage · Building workflows with structured orchestration and verification gates.
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Execute codex workflow runnerworkflowL2
codex_workflow_runner · Building workflows with structured orchestration and verification gates.
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Execute placeholder workflow templateworkflowL2
${name} · Building workflows with structured orchestration and verification gates.
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Deliver feature end-to-end sequentiallyworkflowProductEngineeringL3
feature-pipeline · Building features with test-first discipline across multiple implementation rounds.
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Lift source files to target coverageworkflowEngineeringL3
coverage-orchestrator · Building features with test-first discipline across multiple implementation rounds.
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Run exhaustive multi-agent quality checkworkflowEngineeringProductL3
ultracode-quality-check · Building workflows with structured orchestration and verification gates.
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Drive openwop changes from RFC to PRworkflowEngineeringL2
feature-dev · Hardening vague agent instructions into precise, testable, falsifiable prompts.
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Execute Wave 2a design redesign tasksworkflowEngineeringL3
flow-canvas-wave2a-exec · Building features with test-first discipline across multiple implementation rounds.
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Research standards and cluster insightsworkflowProductL3
lets-explore · Building workflows with structured orchestration and verification gates.
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Audit tool setup for model upgradeworkflowEngineeringL3
model-recalibration-audit · Model update audits where capability changes must be verified against confirmed facts.
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Structured agent orchestration with deterministic phase transitions and fault isolation.workflowEngineeringL2
workflow-authoring · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Audit codebase maintainability and dependenciesworkflowEngineeringL3
nuclear-review · Comprehensive codebase audits where structural issues must be prioritized and mapped across modules.
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Structured agent orchestration with deterministic phase transitions and fault isolation.workflowEngineeringL4
workflow_harness · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Triage PRs and recommend merge decisionsworkflowEngineeringL3
pr-triage · Automating PR assessment workflows where required checks and merge eligibility criteria change per repo.
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Run smoke testsworkflowEngineeringL2
smoke · Testing workflow runtimes without consuming tokens, using injected fake executors.
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Orchestrate EPIC from plan to mergeworkflowEngineeringL3
agent-orchestrator · Multi-stage task execution where parallel safety and dependency ordering reduce wall-clock time.
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Research SPIKE with adversarial verificationworkflowProductL3
spike · Adversarial research workflows that gather, refute, and converge on verified claims.
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Explore pre-commitment questionsworkflowProductL3
explore · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Review codebase and documentation dimensionsworkflowEngineeringL3
repo-review · Comprehensive codebase audits where structural issues must be prioritized and mapped across modules.
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Implement C++ AST schema upgradeworkflowEngineeringL3
cpp-mcp-v7-full-ast-schema · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Run TDD cycle for featuresworkflowEngineeringL2
tdd · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Audit app security and code qualityworkflowEngineeringL3
madi-full-audit · Model update audits where capability changes must be verified against confirmed facts.
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Author new SKILL.md filesworkflowEngineeringL3
create-skill · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Discover web application vulnerabilitiesworkflowEngineeringL3
vuln-discovery · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Plan build iteration with feature specsworkflowEngineeringL3
kmaz-plan-iteration · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Execute TDD with security gatesworkflowEngineeringL3
sdd-impl-spec · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Discover vulnerabilities with feedback loopsworkflowEngineeringL3
vuln-discovery · Structured agent orchestration with deterministic phase transitions and fault isolation.
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Ground project in verified researchworkflowProductL3
kmaz-research · Adversarial research workflows that gather, refute, and converge on verified claims.
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Sweep dead code and unused abstractionsworkflowEngineeringL3
nihil-shiva · When artifacts may no longer earn their existence and you want evidenced deletion guidance before committing to removal.
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Judge architecture restructuring optionsworkflowEngineeringL3
nihil-athena · When the defect is structural (cohesion, coupling, boundaries) and you want the strongest restructuring scored by independent judges.
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Deep research with adversarial verificationworkflowProductL3
nihil-odin · When a transformation decision depends on external behavior, upstream docs, or evidence the repo cannot supply.
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Audit repositories across multiple dimensionsworkflowEngineeringL3
audit_repo · When you need a thorough multi-dimension code review of a whole repo or major subsystem in one pass.
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Create implementation plans from feature requestsworkflowProductEngineeringL2
implementation_plan · When you want a technical plan before coding, especially for multi-file or unfamiliar code changes.
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Run autonomous software factory cyclesworkflowEngineeringL4
assetcore-factory · When you need continuous improvement cycles with role-based QA, not one-shot fixes.
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Forge and validate ideas across lensesworkflowProductOpsL3
idea-forge · When forging novel research ideas for a specific venue and you want adversarial judges to rank by feasibility and contribution.
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Validate designs through adversarial testingworkflowProductEngineeringL3
adversarial-validation · When you need to verify that tests actually test something and aren't vacuous before committing to green.
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Review pull requests from multiple perspectivesworkflowEngineeringL3
pr-review-multi-perspective · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.
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Run neurodivergent code review arenaworkflowEngineeringL3
neurodivergent-arena · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.
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Cross-check findings with adversarial skepticsworkflowEngineeringL3
adversarial_review · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.
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Score and route agent descriptionsworkflowEngineeringOpsL3
routing-rubric-pass · Managing multi-stage product lifecycles with validation gates between phases.
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Run multi-round diagnostic fix cyclesworkflowEngineeringL3
phase-g-test-swarm-v3 · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.
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Multi-model adversarial code reviewworkflowEngineeringL3
omo_code_review · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.
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Run test suiteworkflowEngineeringL2
test · Testing orchestrator robustness when agent calls fail or return partial results
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Build and verify MCP server foundationsworkflowEngineeringL4
reg-suit-mcp-build · Building production MCP servers with strict type contracts and AWS integration
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