jmagly
- 528 skills
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- 2 days ago last updated
- ▌ Degraded Mode Design · jmagly-ai-writing-guideDecision-aid skill for fail-closed vs fail-open behavior. Forces a degraded-mode matrix and rejects "type Y to override" prompts in favor of multi-step ceremonies
- ▌ NPM Release Age Gate · jmagly-ai-writing-guideConfigure and review npm min-release-age controls for JavaScript projects, including 7-day default gates, 10-day high-sensitivity profiles, npm version requirements, and safe override handling.
- ▌ Chain Of Trust Design · jmagly-ai-writing-guideDecision aid for bootstrap and verification chains — forces the 'what authenticates the authenticator' question; patterns for signed bootstrap, measured boot, recovery.
- ▌ Pnpm Release Age Gate · jmagly-ai-writing-guideConfigure pnpm's minimumReleaseAge gate (7-day default, 10-day high-sensitivity) plus blockExoticSubdeps for workspace-scope dep-source enforcement. Includes Corepack detection and lockfile-caveat warning.
- ▌ Yarn Release Age Gate · jmagly-ai-writing-guideConfigure Yarn's npmMinimalAgeGate (7-day default, 10-day high-sensitivity) for JavaScript projects on Yarn 4.x or later. Includes Corepack detection and lockfile-caveat warning.
- ▌ NPM Supply Chain Audit · jmagly-ai-writing-guideAudit npm projects for Shai-Hulud-class supply-chain exposure: lifecycle scripts, Git dependency prepare hooks, release-age gaps, publish-token exposure, trusted publishing, signed releases, and verifier docs.
- ▌ Strict Toolchain Audit · jmagly-ai-writing-guideCheck build and CI configuration for warning-as-error, strict typechecking, and language-specific compiler/linter floors
- ▌ Secret Handling Runtime · jmagly-ai-writing-guideDecision aid for runtime secret hygiene — fd passing, scratch surface, error-path safety, identifier hygiene, and avoiding the SECRETS_ENV aggregation anti-pattern.
- ▌ Research Brainstorm · jmagly-ai-writing-guideCapture and expand free-form research thoughts into wiki memory without requiring REF-* structure.
- ▌ Cargo Supply Chain Audit · jmagly-ai-writing-guideAudit Rust/Cargo crates for supply-chain exposure: crates.io metadata + checksum verification against Cargo.lock, .crate tarball hash and .cargo_vcs_info.json provenance, previous-vs-patched .crate source diff, Cargo.toml dependency + build-script review, cargo audit / cargo deny / cargo vet trust policy, and publisher / trusted-publishing / yank / release-anomaly checks.
- ▌ Public Technology Review · jmagly-ai-writing-guideBuild a vendor-neutral, source-linked public-technology procurement evidence and risk review without autonomous scoring or award recommendations.
- ▌ Integrity Verification · jmagly-ai-writing-guideSHA-256 checksum manifest generation, self-verification, and PREMIS fixity patterns
- ▌ Media Curator Quickref · jmagly-ai-writing-guideAUTO-INVOKE when user mentions media curation, discography, archive, music collection, video/audio collection, source acquisition, metadata tagging, transcript, Plex, Jellyfin, MPD. Media-curator framework quick reference — discovery phrases for collection assessment, source discovery, acquisition, transcription, quality filtering, metadata, archive integrity, and research handoff.
- ▌ Flow Construction To Transition · jmagly-ai-writing-guideOrchestrate Construction→Transition phase transition with IOC validation, production deployment, and operational handover
- ▌ Sanitizer In CI · jmagly-ai-writing-guide bundleDetect language/toolchain and emit CI job recipes that build with runtime sanitizers (ASan/UBSan/MSan/TSan, race detectors, faulthandler)
- ▌ Security Report · jmagly-ai-writing-guide bundleGuide a reporter through filing a private vulnerability report and route it to the project's configured private channel — never to a public issue tracker
- ▌ Aiwg Steward Routing Reference · jmagly-ai-writing-guideTier-3 steward routing reference lookup for full CLI tables, deploy paths, issue/project-local routing, orchestration routes, diagnostics, and provider capability examples
- ▌ Flow Elaboration To Construction · jmagly-ai-writing-guideOrchestrate Elaboration→Construction phase transition with iteration planning, team scaling, and full-scale development kickoff
- ▌ Banned API Audit · jmagly-ai-writing-guide bundleScan source code for banned APIs/forbidden functions per project banlist; report violations with paths, line numbers, and recommended replacements
- ▌ Composition Evaluate · jmagly-ai-writing-guideCompare FlowGraph composition policies with fixed tasks, requested-versus-realized resources, failure injection, and an evidence claim gate
- ▌ Composition Validate · jmagly-ai-writing-guideValidate a Flow graph manifest, explain semantic diagnostics, and emit one provider-neutral normalized composition contract.
- ▌ Iteration Control · jmagly-ai-writing-guideManage bounded iteration loops for autonomous implementation — track retries, synthesize failure feedback, and escalate when limits hit
- ▌ Topology Lab · jmagly-ai-writing-guideCompare orchestration topologies on one task family using integrity-gated observations and coordination metrics
- ▌ Knowledge Base Quickref · jmagly-ai-writing-guideAUTO-INVOKE when user mentions knowledge base, wiki, KB, semantic memory, llm-wiki, knowledge ingest, document corpus. Knowledge-base framework quick reference — discovery phrases for KB ingest/health, semantic-memory kernel skills, llm-wiki profiles.
- ▌ Binary Blob Audit · jmagly-ai-writing-guideScan tracked repository files for committed binary blobs and report reviewability/provenance exceptions
- ▌ CI Workflow Audit · jmagly-ai-writing-guideAudit CI workflow files for supply-chain risk — unpinned actions, unpinned container images, pull_request-triggered jobs with secret access, curl-pipe-shell installers, and bare :latest tags. Produces a structured markdown report with file:line refs.
- ▌ Editorial Correction Review · jmagly-ai-writing-guideReview a challenged civic claim and prepare a visible, append-only correction or withdrawal with downstream propagation evidence.
- ▌ Analyze Network Capture · jmagly-ai-writing-guideAnalyze an authorized saved PCAP or PCAPNG with bounded TShark recipes and produce governed frame and stream evidence. Use for packet troubleshooting, protocol inspection, or optional local Termshark review.
- ▌ Archive Acquisition · jmagly-ai-writing-guidePatterns for acquiring content from Internet Archive and archival sources
- ▌ Cover Art Embedding · jmagly-ai-writing-guidePatterns for finding, processing, and embedding cover artwork into media files
- ▌ Provenance Tracking · jmagly-ai-writing-guideW3C PROV-O patterns for tracking media derivation chains and production history
- ▌ Youtube Acquisition · jmagly-ai-writing-guideyt-dlp patterns for acquiring content from YouTube and video platforms
- ▌ Address Issues Threat Assess · jmagly-ai-writing-guide bundlePreflight issue bodies for prompt-injection and supply-chain risk before address-issues acts on them
- ▌ Flow Test Strategy Execution · jmagly-ai-writing-guideOrchestrate comprehensive test strategy with test suite execution, coverage validation, defect triage, and regression analysis
- ▌ Aiwg Regenerate Cursorrules · jmagly-ai-writing-guideRegenerate .cursorrules for Cursor with preserved team directives
- ▌ Agent Persistence · jmagly-ai-writing-guideEnable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.
- ▌ Source Compliance Gate · jmagly-ai-writing-guide bundleEvaluate source access, rights, robots, authorization, provenance, and freshness before automated acquisition or public reuse.
- ▌ Flow Inception To Elaboration · jmagly-ai-writing-guideOrchestrate Inception→Elaboration phase transition with architecture baselining and risk retirement
- ▌ Flow Performance Optimization · jmagly-ai-writing-guideOrchestrate continuous performance optimization with baseline establishment, bottleneck identification, optimization implementation, load testing, and SLO validation
- ▌ Fuzzing In CI · jmagly-ai-writing-guide bundleDetect candidate fuzz targets and emit CI recipes for libFuzzer/AFL/cargo-fuzz/atheris/fast-check harnesses, plus OSS-Fuzz integration patterns
- ▌ Aiwg Steward Worked Examples · jmagly-ai-writing-guideTier-3 steward worked examples, report scaffolds, session reload guidance, deploy errata, Hermes composition notes, and AIWG badge helper reference
- ▌ Infer Completion Criteria · jmagly-ai-writing-guideInfer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user has not supplied --completion explicitly
- ▌ Memory Query Capture · jmagly-ai-writing-guideCapture query synthesis as durable pages in semantic memory
- ▌ Diversity Tuning · jmagly-ai-writing-guideInteractive tuning of Verbalized Sampling diversity parameters with preset management and A/B comparison
- ▌ Brand Identity Refinement · jmagly-ai-writing-guideRefine brand identity through metaphor testing, competitive research, and owner-grounded verification tied to repository reality
- ▌ Dfir Readiness · jmagly-ai-writing-guideUse when a project needs DFIR readiness from the security-engineering side: prepare incident evidence handling, chain-of-custody expectations, IOC readiness, and handoff to forensics-complete without collecting evidence.
- ▌ Aiwg Regenerate Windsurfrules · jmagly-ai-writing-guideRegenerate .windsurfrules for Windsurf with preserved team directives
- ▌ Public Meeting Reconcile · jmagly-ai-writing-guide bundleReconcile a supplied public-meeting transcript, vote ledger, and official minutes while preserving uncertainty and requiring human verification.
- ▌ Flow Guided Implementation · jmagly-ai-writing-guideOrchestrate autonomous issue-to-code implementation using existing tools and agents with bounded iteration
- ▌ Flow Risk Management Cycle · jmagly-ai-writing-guideOrchestrate continuous risk identification, assessment, tracking, and retirement across SDLC phases
- ▌ Flow Security Review Cycle · jmagly-ai-writing-guideOrchestrate continuous security validation, threat modeling, vulnerability management, and security gate enforcement across SDLC phases
- ▌ Project Timeline Simulator · jmagly-ai-writing-guideSimulate project outcomes with variable modeling, risk assessment, and resource optimization scenarios.
- ▌ Release Publication Verify · jmagly-ai-writing-guidePost-tag release publication verifier — given a tag, verify the published release surfaces (Gitea/GitHub release assets, SHA256SUMS and native package checksums, GHCR container images, installer dry-run from the real release URL) and emit issue-comment-ready evidence, distinguishing missing proof from failed proof, before closing release-completion issues
- ▌ Aiwg Regenerate Workspace · jmagly-ai-writing-guideRegenerate the canonical WORKSPACE.md-first context graph and provider adapters
- ▌ Customize Contribute Back · jmagly-ai-writing-guideContribute a user's AIWG customization back upstream as a PR — reviews for general applicability, creates branch, opens PR
- ▌ Local Resource Index · jmagly-ai-writing-guideIndex cited local emergency, transit, and human-service resources with authority, freshness, correction, and takedown controls.
- ▌ Llms Txt Support · jmagly-ai-writing-guideDetect and use llms.txt files for LLM-optimized documentation. Use when checking if a site has LLM-ready docs before scraping.
- ▌ Memory Log Append · jmagly-ai-writing-guideAppend a structured event to a consumer's semantic memory log
- ▌ Memory Log Render · jmagly-ai-writing-guideGenerate a human-readable Markdown view from a consumer's JSON Lines event log
- ▌ Twelve Factor Audit · jmagly-ai-writing-guideAudit an application against Twelve-Factor and modern 12+ Factor criteria with structured evidence, risks, and remediation tasks.
- ▌ Supply Chain Forensics · jmagly-ai-writing-guideSBOM analysis, build pipeline forensics, and dependency verification covering package integrity, build reproducibility, and CI/CD pipeline tampering
- ▌ Check Completeness · jmagly-ai-writing-guideAnalyze collection completeness against canonical discography and generate prioritized gap report
- ▌ Flow Architecture Evolution · jmagly-ai-writing-guideOrchestrate architecture evolution workflow with ADR management, architecture review, breaking change analysis, and migration planning
- ▌ Flow Requirements Evolution · jmagly-ai-writing-guideOrchestrate living requirements refinement, change control, impact analysis, and traceability maintenance throughout SDLC
- ▌ Twelve Factor Design · jmagly-ai-writing-guideGenerate or review application architecture against Twelve-Factor and modern 12+ Factor design criteria.
- ▌ Color Accessibility · jmagly-ai-writing-guideWCAG accessibility analysis for color palettes including contrast ratios, compliance checking, and remediation suggestions. Use when user needs to verify colors meet accessibility standards.
- ▌ Marketing Intake Wizard · jmagly-ai-writing-guideGenerate or complete marketing intake forms (campaign-intake, brand-profile, option-matrix) with interactive questioning and optional guidance
- ▌ Marketing Retrospective · jmagly-ai-writing-guideProject directory path (default current directory)
- ▌ Flow Iteration Dual Track · jmagly-ai-writing-guideOrchestrate dual-track iteration with synchronized Discovery (next) and Delivery (current) workflows
- ▌ Aiwg Regenerate Opencode · jmagly-ai-writing-guideRegenerate OpenCode context file (.opencode/context.md) with AIWG framework content
- ▌ Reproducibility Validate · jmagly-ai-writing-guideRun a workflow multiple times and compare outputs to produce a similarity score and pass/fail verdict
- ▌ Setup Generate · jmagly-ai-writing-guideGenerate a `setup.manifest.yaml` file for a project using the `setup.aiwg.io/v1`
- ▌ Setup Validate · jmagly-ai-writing-guideValidate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons
- ▌ Devkit Create Extension · jmagly-ai-writing-guideCreate a new AIWG extension (framework expansion pack) with AI-guided setup
- ▌ Civic Newsroom Plan · jmagly-ai-writing-guidePlan an evidence-bound civic newsroom workflow with provenance, privacy, citation, correction, accessibility, and human publication gates.
- ▌ Public Records Plan · jmagly-ai-writing-guideResearch, draft, and track a jurisdiction-specific public-records request without legal conclusions or automated submission.
- ▌ Graph Flow Profile · jmagly-ai-writing-guideAuthor, validate, explain, dry-run, and inspect optional graph.flow.aiwg.io GraphPlaybooks over the AIWG Flow runtime substrate
- ▌ Forme Manifest · jmagly-ai-writing-guideRead a multi-service OpenProse program directory, analyze all service contracts, and generate the Forme wiring manifest for inspection and debugging
- ▌ Prose Validate · jmagly-ai-writing-guideValidate an OpenProse program file against Prose contract grammar without executing it — checks frontmatter, contract structure, service references, and strategy syntax
- ▌ Generate Factory · jmagly-ai-writing-guideAuto-generate test data factories from schemas, types, or models. Use when creating test data infrastructure, setting up fixtures, or reducing test setup boilerplate.
- ▌ Test Conformance · jmagly-ai-writing-guideAudit a codebase's testing regime using a reusable protocol, source/runner reconciliation, sampled oracle review and evidence-backed conformance reports.
- ▌ Reflection Injection · jmagly-ai-writing-guideInject relevant past reflections into agent context at iteration start so agents learn from prior mistakes without repeating them
- ▌ Evidence Preservation · jmagly-ai-writing-guideChain of custody and evidence preservation procedures covering log collection, hash verification, custody documentation, and evidence packaging per RFC 3227
- ▌ Intake Start Campaign · jmagly-ai-writing-guideValidate manually-created campaign intake forms and kick off Strategy phase with agent assignments
- ▌ Gap Documentation · jmagly-ai-writing-guideDocument missing content in media archives with standardized GAP-NOTE markers that guide acquisition and measure completeness
- ▌ Quality Filtering · jmagly-ai-writing-guideAccept/reject logic and quality scoring heuristics for media content
- ▌ Research Quality Audit · jmagly-ai-writing-guideAudit a research corpus for shallow stubs, missing sources, and doc-depth issues. Detects docs written from abstracts rather than full papers; can dispatch expansion agents.
- ▌ Flow Compliance Validation · jmagly-ai-writing-guideOrchestrate compliance validation workflow with requirements mapping, audit evidence collection, gap analysis, remediation tracking, and attestation
- ▌ Best Practices Audit · jmagly-ai-writing-guide bundleResearch-grounded validation of a target (file, directory, or topic) against external best practices and vendor docs. Produces a cited, evidence-grounded comparison.
- ▌ Flow Retrospective Cycle · jmagly-ai-writing-guideOrchestrate systematic retrospective cycle with structured feedback collection, improvement tracking, and action item management
- ▌ Regression Auto Baseline · jmagly-ai-writing-guideAutomatically manage regression test baseline lifecycle triggered by releases, deployments, and quality gates
- ▌ Aiwg Regenerate Copilot · jmagly-ai-writing-guideRegenerate copilot-instructions.md for GitHub Copilot with vendor-specific content only
- ▌ Aiwg Regenerate Factory · jmagly-ai-writing-guideRegenerate AGENTS.md for Factory AI with hook file architecture
- ▌ Customize Upstream Sync · jmagly-ai-writing-guidePull the latest upstream AIWG updates into the user's fork and rebuild — preserves user customizations
- ▌ Workspace Prune Working · jmagly-ai-writing-guideClean up .aiwg/working/ by promoting, archiving, or deleting temporary files
- ▌ Civic Publish Gate · jmagly-ai-writing-guide bundleRun deterministic source, citation, freshness, privacy, meeting-certainty, accessibility, correction-state, and human-approval checks before civic publication.
- ▌ Compound Memory · jmagly-ai-writing-guideOrchestrate governed persistent project memory across immutable evidence, llm-wiki, line-memory, reviewed session candidates, generated outputs, and bounded context packs.
- ▌ Source Unifier · jmagly-ai-writing-guideMerge multiple documentation sources (docs, GitHub, PDF) with conflict detection. Use when combining docs + code for complete skill coverage.
- ▌ Prose Install · jmagly-ai-writing-guideInstall OpenProse for AIWG when not found. Tries `npx skills add`, falls back to git clone, then saves the resolved path to .aiwg/config.json.
- ▌ Schema Intake · jmagly-ai-writing-guideDetect whether a new or changed data element needs a governed schema and create a plain-language schema brief. Use for records, configuration, events, APIs, files, messages, persistence, or structured user input.