Engineering
proof-of-work
Enforces validation and evidence before claiming work complete. Use before declaring implementation done, creating a PR, or submitting deliverables for review
Engineering
review-core
Provides review-workflow scaffolding for context, evidence, and output. Use at the start of any detailed review to ensure consistent, comparable findings
Testing
bug-review
Hunts bugs with evidence trails
Security
dsv-beweissicherung
Structures evidence preservation after a data-protection incident to keep materials admissible in administrative, criminal, or civil proceedings. Covers chain of custody, secure lo…
Documentation
akteneinsicht-strafrecht-auswerten
Analyzes criminal files post-inspection under § 147 StPO. Creates evidence inventory (documents, exhibits, witnesses, experts), person register, chronology, statement synopsis with…
Automation
goal-evidence-ledger
Maintains append-only evidence ledgers as sidecar files under `.flow/runs/<run-id>/evidence/`, storing structured metadata in `.evidence.yaml` and raw outputs in matching `.txt` fi…
Engineering
evidence-pack
Compiles release evidence packs from existing project artifacts—traceability matrices, CI logs, PR reviews, signed commits, citations, and risk files—into a versioned directory und…
Content
evidence-based-reviews
Generates honest product reviews and buying guides by disclosing evidence tiers—verified specs, large-scale owner synthesis, expert triangulation—while avoiding fabricated experien…
DevOps
id-sync
Post-merge GitOps driver that reconciles the controller to the merged IaC commit, reads the realized state, and records evidence via emit_realization_evidence for derive_realizatio…
Research
research-general
Performs structured web research and evidence synthesis: breaks questions into sub-queries, searches systematically, assesses source quality, cross-verifies claims, and delivers an…
Research
analizator-dowodow-v3
Modular evidence analyzer for legal proceedings that evaluates documents, statements, recordings, and filings for strength, hierarchy, procedural value, and consistency. Extracts f…
DevOps
ai-sdlc-evidence-council
Orchestrates multi-perspective AI reviews of high-impact topics, running simulated or independent reviewer executions to surface evidence-backed agreements, conflicts, proposals, o…
Research
apostle-article-research
Research preparation for long-form nonfiction that lets question, claim, or structure evolve with new evidence. Handles political, historical, or investigative topics with conflict…
Research
source-locked-verification
Enforces source-locked verification: answers only from user-provided materials or verified online sources, with every factual claim anchored to a cited reference. Use for document …
Security
Cyber Insurance Questionnaires
Generates defensible, tool-verified responses for cyber-insurance questionnaires and renewals, mapping each recurring control question (MFA, EDR, backups, IR plans, training) to th…
Research
think-process-tracing
Evaluates rival causal explanations for a single outcome by testing each piece of within-case evidence against mechanism chains, then systematically eliminates or confirms alternat…
Research
evidence-synthesis
Produces reproducible cross-domain evidence syntheses with protocol, search records, evidence tables, quality assessment, heterogeneity analysis, and calibrated certainty. Supports…
Research
research-platform
Aggregates an operator's owned analytics, public metrics, and prior evaluations into a sourced evidence base for X, LinkedIn, TikTok, YouTube, and Instagram. Tags every data point …
Research
research-rigor
Applies top-tier journal standards (Nature/Science/Cell) to any task via blind-hypothesis protocols, evidence-quality rubrics, cross-model review, observation lifecycles, and calib…
Security
agentprivacy-witness
Privacy-Preserving Accountability Agent for 0xagentprivacy. Covers source protection architecture, verifiable evidence publication, breach documentation, whistleblower infrastructu…
Research
jaar-sources-and-evidence
Manages the evidence foundation for Journal of the American Academy of Religion articles, covering primary texts, historical documents, material/visual sources, and ethnographic wo…
Research
sachverhaltsermittlung
Guides structured fact-finding through staged questioning. Extracts key points from existing documents, queries asset management or property administration, reconstructs timelines,…
General
signalproof
Govern complex AI-assisted work with a clarity-first, human-controlled, evidence-backed method. Use for planning, research, design, build, review, troubleshooting, documentation, r…
Engineering
Assumption Resolution Trace Plan の前提解消トレーサビリティ
Activates only when a plan artifact exists; cross-checks resolved assumptions and open questions against implementation diffs, PR text, and evidence sufficiency. Flags unresolved p…
Testing
verify-agent-output
Validates deliverables and builds evidence during agent handoffs, including pre-execution expectations, structured proof collection, post-execution validation against external anch…
Testing
aiw-verification
Enforces verification of every change before marking work complete. Requires explicit justification of checks performed, evidence hierarchy from static analysis to full end-to-end …
Research
medical-evidence-grading
Evaluates medical literature evidence strength, ranks papers by quality, retrieves high-grade sources (guidelines/RCTs) for conditions, and validates clinical claims. Integrates re…
Research
compare-hypotheses
Compares competing hypotheses via an ACH-style evidence matrix (hypotheses × evidence-for/against). Dispatches parallel evidence retrieval across subagents, one per hypothesis; acc…
Research
belief-revision
A structured framework for revising prior verdicts, classifications, or hypotheses when new evidence appears, calibrated against under- and over-correction. Use for updating conclu…
Security
pci-secure-software
Automated PCI Secure Software Standard v2.0 gap assessment that scans source and documentation to enumerate every applicable Test Requirement, gathers evidence, and produces an evi…
Engineering
linear-evidence
Uploads text evidence to a GitHub `pr-assets` release, updates the PR description, posts a Linear Issue comment with code blocks, and transitions the issue from `claimed` to `revie…
Research
csag-extraction
Extract a Conditional Scientific Argumentation Graph (CSAG) from a manuscript using Assertions, EvidenceItems, EvidenceLinks, and InferenceSteps while enforcing conditionality with…
Research
engage-the-disfavored
Evaluates claims by evidence alone, surfacing fact-based analyses that favor disfavored parties (adversaries, accused figures, labeled sources) instead of discounting them by prove…
Documentation
output-konformitaetsbescheinigung-evidence-pack
Produces a print-ready EU AI Act compliance package: internal conformity attestation, EU declaration of conformity per Art. 47/Annex V, Art. 43 assessment evidence, CE/EU database/…
General
beweisnot-bei-offenbarung-organisationspflicht-u
Patent attorneys: disclosure risks and proof burdens—organizational duties, prevention protocols, team directives, deadline controls, with live norm verification, chamber logic, pr…
General
five-gate-method
Evidence-driven discipline for complex work. Applies a five-gate loop—scope, evidence, adversarial reasoning, verification, calibrated reporting—whenever tasks involve multiple dep…
Research
pmm-research-desk
Executes scoped product research across events, competitive, customer pain, market, and pricing domains. Loads specialist question sets, gathers evidence from multiple engines, and…
Research
think-consider-the-unknowns
Generates a known-unknowns ledger by listing missing evidence and unobservable variables, rating each by impact and feasibility, then adjusting confidence to reflect the identified…
Research
grounding-against-library
Grounds a single assertion against library sources by retrieving evidence, tagging each source as support/contradict/partial/not-found, and returning per-source citations with quot…
Research
itcs-experiments
Determines what qualifies as evidence for ITCS theory claims, prioritizing proofs, using worked examples and separations to ground models, and restricting any simulations to well-s…
Business
mieter-mieteranfragen-mandantenentscheidung
Provides in-depth German tenancy law analysis covering statutory elements, burden of proof, evidence requirements, and applicable norms from BGB, BetrKV, and HeizkostenV, with matr…
Research
research-policy-econ-social
Synthesizes quantitative and qualitative evidence for policy, economics, and social science questions. Maps schools of thought, distinguishes descriptive from normative claims, and…
Business
spezial-erfindungsaufnahme-tatbestand-beweis-und-belege
Conducts a specialized invention-capture workflow that examines claim elements, evidence questions, and supporting documents, then clarifies facts, maps the legal framework, gather…
General
verletzung-dokumentieren-hashlog-screenshot-crawl-protoko
Forensic documentation for database rights violations: generates court-admissible evidence via hash logs, screenshot sequences, crawl records, honeypot datasets, and notarized capt…
Documentation
preview-prose-audit
Compares preview captions in public/preview files against supporting source material in services/*.md or upstream references, grading evidence strength and logging corrections. Mus…
Security
aws-cloudtrail-raw-evidence-pack
Packages raw AWS CloudTrail events into reproducible evidence bundles with exact calls, extraction commands, event indexes, records-only JSON, manifests, and reproduction metadata.…
General
beweisfuehrung-berufsverfahren-fremdgeld
Provides lawyers with proof strategies for professional conduct proceedings: organizational duties, prevention protocols, team directives, deadline controls, plus live norm verific…
Research
legal-abductive-reasoning
Generates and evaluates the most plausible explanatory hypotheses when evidence is incomplete or facts are ambiguous, using Mill’s methods to support legal interpretation, defense …
Documentation
sachverhaltschronologie
Produces a chronological bullet list of key extrajudicial facts: contract dates, incidents, pre-litigation correspondence, damage events, and authority records. Dates appear in bol…
Research
verwertung-beweislast-und-darlegungslast
Delivers specialized insolvency and restructuring guidance on evidence burdens, pleading requirements, and substantiation under InsO, StaRUG, and IDW-S6 with norms radar, burden ma…
Research
american-journal-of-obstetrics-and-gynecology
Evaluates fit for the American Journal of Obstetrics and Gynecology by mapping maternal-fetal, reproductive, and gynecologic research against the journal’s evidence standards, ethi…
General
aif-grounded
Reliability gate enforcing evidence-based reasoning, explicit uncertainty, and "insufficient information" responses instead of guesses. Use for "be 100% sure", "no hallucinations",…
Research
deep-research
Produces structured research reports with tracked evidence, citations, and iterative refinement. Use for literature reviews, market or competitive analysis, policy briefs, and any …
Business
arbeitszeugnis-deutscher-tatbestandsmerkmale-beweisfragen
German employment reference law module covering statutory elements, evidentiary questions, and documentation standards with GewO/BGB/AGG norm mapping, burden-of-proof matrices, dea…
Research
counterfactual-prober
Generates falsification tests for a claim by asking what observable evidence would exist if the conclusion were false, then searches for those signatures. Stronger than passive deb…
General
gerichtstermin-sprechzettel
Prepares court hearing notes with roles, evidence topics, motions, and speaking scripts. References GDPR Arts. 58/77-84, BDSG §41, OWiG §§46/55/66-72, and StPO via OWiG for jurisdi…
General
strafprozess-akteneinsicht-nachlieferungen-und-sonderbaende
Manages criminal file access under § 147 StPO: handles access requests, partial refusals, custody minimum disclosures, special volumes, digital evidence, exhibits, follow-up delive…
Productivity
verifying-outcomes
Gathers concrete evidence before declaring work finished. Checks each plan step against its stated success criteria, requires named artifacts or direct observations for every claim…
Research
aufklaerungsfehler-beweisstrategie
Structures evidence strategy for medical disclosure failures under § 630e BGB. Addresses physician burden of proof, required content, timing, documentation, hypothetical consent de…
Business
berufsgericht-beweisaufnahme
Manages witness examination, document handling, privilege review, and evidence motions in professional disciplinary proceedings, with built-in source validation, proportionality ch…
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