jmagly
- 236 skills
- 0 followers
- 16 hours ago last updated
- ▌ Validate Component 2 · jmaglyValidate a single AIWG component (skill, agent, or command) for completeness and correctness
- ▌ Color Palette · jmaglyGenerate, analyze, compare, export, and suggest color palettes using color theory. Use when user asks about colors, palettes, color schemes, or needs help choosing colors for a project.
- ▌ Prose Run 2 · jmaglyExecute an OpenProse program within the current AIWG session, following the two-phase model (Forme wiring + Prose VM execution)
- ▌ Tdd Enforce 2 · jmagly bundleConfigure TDD enforcement via pre-commit hooks and CI coverage gates. Use when setting up test-first workflows or adding coverage gates.
- ▌ Cross Task Learner · jmagly bundleEnable agent loops to learn from similar past tasks and share patterns across loops
- ▌ Prose Setup · jmaglyClone or update the OpenProse repository to ensure AIWG prose tools hook into the latest version of the specification and examples
- ▌ Mutation Test · jmagly bundleRun mutation testing to validate test quality beyond code coverage. Use when assessing test effectiveness, finding weak tests, or validating test suite quality.
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- ▌ Devkit Create Agent 2 · jmaglyCreate a new agent with AI-guided expertise definition following the Agent Design Bible
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- ▌ Flaky Detect 2 · jmaglyIdentify flaky tests from CI history and test execution patterns. Use when debugging intermittent test failures, auditing test reliability, or improving CI stability.
- ▌ Auto Test Execution · jmaglyAutomatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
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- ▌ Browser Doctor · jmaglyRead-only health check on browser-control setup. Verifies browser binary, Playwright MCP Bridge extension presence, token file mode/contents, AIWG MCP registration, provider config injection, and optional workspace allow-list. Outputs pass/fail per check with remediation commands.
- ▌ Prose Detect · jmaglyLocate an existing OpenProse installation via env var, AIWG config, local install, plugin manifest, or global CLI. Returns PROSE_ROOT; triggers prose-install if not found.
- ▌ Prose Reader · jmaglyRead and parse an OpenProse program file, extracting its contract (requires, ensures, strategies, errors, invariants) and services into a structured representation
- ▌ Cross Task Learner 2 · jmagly bundleEnable agent loops to learn from similar past tasks and share patterns across loops
- ▌ Check Traceability · jmaglyVerify the full refinement chain from use cases through behavioral specs, pseudo-code specs, code, and tests — report coverage at each layer and identify gaps
- ▌ Prose Setup 2 · jmaglyClone or update the OpenProse repository to ensure AIWG prose tools hook into the latest version of the specification and examples
- ▌ Mutation Test 2 · jmagly bundleRun mutation testing to validate test quality beyond code coverage. Use when assessing test effectiveness, finding weak tests, or validating test suite quality.
- ▌ Civic Publish Gate · jmagly bundleRun deterministic source, citation, freshness, privacy, meeting-certainty, accessibility, correction-state, and human-approval checks before civic publication.
- ▌ Compound Memory · jmaglyOrchestrate governed persistent project memory across immutable evidence, llm-wiki, line-memory, reviewed session candidates, generated outputs, and bounded context packs.
- ▌ Prose Install · jmaglyInstall 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 Author · jmaglyAuthor and register a canonical governed schema with fixtures and consumer metadata from a schema brief.
- ▌ Schema Evolve · jmaglyChange a governed schema with conservative compatibility analysis, consumer impact review, migration, and deprecation planning.
- ▌ Schema Intake · jmaglyDetect 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.
- ▌ Schema Review · jmaglyReview a schema or data-contract change for authority, correctness, compatibility, fixtures, security, and projection integrity.
- ▌ Auto Test Execution 2 · jmaglyAutomatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
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- ▌ Browser Doctor 2 · jmaglyRead-only health check on browser-control setup. Verifies browser binary, Playwright MCP Bridge extension presence, token file mode/contents, AIWG MCP registration, provider config injection, and optional workspace allow-list. Outputs pass/fail per check with remediation commands.
- ▌ Prose Detect 2 · jmaglyLocate an existing OpenProse installation via env var, AIWG config, local install, plugin manifest, or global CLI. Returns PROSE_ROOT; triggers prose-install if not found.
- ▌ Prose Reader 2 · jmaglyRead and parse an OpenProse program file, extracting its contract (requires, ensures, strategies, errors, invariants) and services into a structured representation
- ▌ Setup Generate · jmaglyGenerate a `setup.manifest.yaml` file for a project using the `setup.aiwg.io/v1`
- ▌ Setup Validate · jmaglyValidate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons
- ▌ Devkit Create Extension · jmaglyCreate a new AIWG extension (framework expansion pack) with AI-guided setup
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- ▌ Civic Newsroom Plan · jmaglyPlan an evidence-bound civic newsroom workflow with provenance, privacy, citation, correction, accessibility, and human publication gates.
- ▌ Public Records Plan · jmaglyResearch, draft, and track a jurisdiction-specific public-records request without legal conclusions or automated submission.
- ▌ Graph Flow Profile · jmaglyAuthor, validate, explain, dry-run, and inspect optional graph.flow.aiwg.io GraphPlaybooks over the AIWG Flow runtime substrate
- ▌ Forme Manifest · jmaglyRead a multi-service OpenProse program directory, analyze all service contracts, and generate the Forme wiring manifest for inspection and debugging
- ▌ Prose Validate · jmaglyValidate an OpenProse program file against Prose contract grammar without executing it — checks frontmatter, contract structure, service references, and strategy syntax
- ▌ Schema Onboard · jmaglyExplain schema value to a non-specialist and guide them through examples-first contract creation.
- ▌ Generate Factory · jmaglyAuto-generate test data factories from schemas, types, or models. Use when creating test data infrastructure, setting up fixtures, or reducing test setup boilerplate.
- ▌ Reflection Injection · jmaglyInject relevant past reflections into agent context at iteration start so agents learn from prior mistakes without repeating them
- ▌ Flow Discovery Track · jmaglyOrchestrate Discovery Track flow to prepare validated requirements and designs one iteration ahead of delivery
- ▌ Compound Memory 2 · jmaglyOrchestrate governed persistent project memory across immutable evidence, llm-wiki, line-memory, reviewed session candidates, generated outputs, and bounded context packs.
- ▌ Prose Install 2 · jmaglyInstall OpenProse for AIWG when not found. Tries `npx skills add`, falls back to git clone, then saves the resolved path to .aiwg/config.json.
- ▌ Local Resource Index · jmaglyIndex cited local emergency, transit, and human-service resources with authority, freshness, correction, and takedown controls.
- ▌ Twelve Factor Audit · jmaglyAudit an application against Twelve-Factor and modern 12+ Factor criteria with structured evidence, risks, and remediation tasks.
- ▌ Setup Generate 2 · jmaglyGenerate a `setup.manifest.yaml` file for a project using the `setup.aiwg.io/v1`
- ▌ Setup Validate 2 · jmaglyValidate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons
- ▌ Devkit Create Extension 2 · jmaglyCreate a new AIWG extension (framework expansion pack) with AI-guided setup
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- ▌ Forme Manifest 2 · jmaglyRead a multi-service OpenProse program directory, analyze all service contracts, and generate the Forme wiring manifest for inspection and debugging
- ▌ Prose Validate 2 · jmaglyValidate an OpenProse program file against Prose contract grammar without executing it — checks frontmatter, contract structure, service references, and strategy syntax
- ▌ Generate Factory 2 · jmaglyAuto-generate test data factories from schemas, types, or models. Use when creating test data infrastructure, setting up fixtures, or reducing test setup boilerplate.
- ▌ Dataset Trace · jmaglyExplain dataset, record, field, index, graph, and export lineage using evidence-bearing bounded queries.
- ▌ Twelve Factor Design · jmaglyGenerate or review application architecture against Twelve-Factor and modern 12+ Factor design criteria.
- ▌ Color Accessibility · jmaglyWCAG accessibility analysis for color palettes including contrast ratios, compliance checking, and remediation suggestions. Use when user needs to verify colors meet accessibility standards.
- ▌ Twelve Factor Audit 2 · jmaglyAudit an application against Twelve-Factor and modern 12+ Factor criteria with structured evidence, risks, and remediation tasks.
- ▌ Agent Persistence · jmaglyEnable 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 bundleEvaluate source access, rights, robots, authorization, provenance, and freshness before automated acquisition or public reuse.
- ▌ Dataset Export · jmaglyPlan and delegate a governed portable dataset or lineage export with explicit standards coverage and loss reporting.
- ▌ Dataset Ingest · jmaglyDelegate approved one-shot or incremental dataset execution to the shared orchestration service with resumable receipts.
- ▌ Dataset Intake · jmaglyTurn a source path or URI and desired outcome into a governed dataset intake envelope for any AIWG domain.
- ▌ Dataset Retire · jmaglyPlan and delegate safe dataset retirement, tombstoning, derived-artifact cleanup, and reconciliation.
- ▌ Dataset Verify · jmaglyVerify a dataset plan or run receipt, checkpoint continuity, provenance completeness, and derived-artifact freshness.
- ▌ Twelve Factor Design 2 · jmaglyGenerate or review application architecture against Twelve-Factor and modern 12+ Factor design criteria.
- ▌ Infer Completion Criteria · jmaglyInfer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user has not supplied --completion explicitly
- ▌ Agent Persistence 2 · jmaglyEnable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.
- ▌ Public Meeting Reconcile · jmagly bundleReconcile a supplied public-meeting transcript, vote ledger, and official minutes while preserving uncertainty and requiring human verification.
- ▌ Public Technology Review · jmaglyBuild a vendor-neutral, source-linked public-technology procurement evidence and risk review without autonomous scoring or award recommendations.
- ▌ Long Context Bench · jmaglyBenchmark compressed context against summary, direct retrieval, and provider-context baselines without enabling product integration
- ▌ Infer Completion Criteria 2 · jmaglyInfer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user has not supplied --completion explicitly
- ▌ Composition Evaluate · jmaglyCompare FlowGraph composition policies with fixed tasks, requested-versus-realized resources, failure injection, and an evidence claim gate
- ▌ Composition Validate · jmaglyValidate a Flow graph manifest, explain semantic diagnostics, and emit one provider-neutral normalized composition contract.
- ▌ Topology Lab · jmaglyCompare orchestration topologies on one task family using integrity-gated observations and coordination metrics
- ▌ Editorial Correction Review · jmaglyReview a challenged civic claim and prepare a visible, append-only correction or withdrawal with downstream propagation evidence.
- ▌ Dataset Plan Review · jmaglyReview an immutable dataset plan, impacts, capability degradation, and approval requirements before execution.
- ▌ Analyze Network Capture · jmaglyAnalyze 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.
- ▌ Validation Complete · jmaglyActivate and run provider-normalized validation playbooks across configured AIWG providers, including single-provider and all-provider checks.
- ▌ Polyrhythmic Reasoning · jmaglyBuild a safe strict-LCM or adaptive polyrhythmic FlowGraph for explicit multi-track reasoning.
- ▌ Dataset Intelligence · jmaglyRoute any dataset, custom indexing, traceability, provenance, lineage, synchronization, or retirement request through one governed workflow. Use when a user points AIWG at data and wants an outcome without knowing schema or indexing terminology.
- ▌ Century Readiness Review · jmaglyReview long-horizon obligations, stable cores, dependencies, replacement paths, stewardship, degradation, evidence, and meaning preservation
- ▌ Dataset Source Assess · jmaglyPlan and review a bounded, non-mutating dataset source check and redacted preview.
- ▌ Validation Complete 2 · jmaglyActivate and run provider-normalized validation playbooks across configured AIWG providers, including single-provider and all-provider checks.
- ▌ Research Brainstorm · jmaglyCapture and expand free-form research thoughts into wiki memory without requiring REF-* structure.
- ▌ Monitorability Red Team · jmaglyEvaluate synthetic local multi-agent monitorability fixtures and label content, tool, state, and evidence blind spots
- ▌ Pr Reviewer · jmaglyReview GitHub pull requests for code quality, security, and best practices. Use for automated PR feedback and approval workflows.
- ▌ Venv Manager · jmaglyCreate, manage, and validate Python virtual environments. Use for project isolation and dependency management.
- ▌ Dataset Capability Recommend · jmaglyRecommend an independently composable dataset capability profile with plain-language rationale and safe defaults.
- ▌ Natural Language Harness · jmaglyValidate and ablate readable NLAH.md harness policy without executing ambiguous prose
- ▌ Repo Analyzer · jmaglyAnalyze GitHub repositories for structure, documentation, dependencies, and contribution patterns. Use for codebase understanding and health assessment.
- ▌ Pytest Runner · jmaglyExecute Python tests with pytest, supporting fixtures, markers, coverage, and parallel execution. Use for Python test automation.
- ▌ Research Brainstorm Map · jmaglyRender idea, question, and hypothesis maps from KB graph neighbors and brainstorming notes.
- ▌ Aiwg Orchestrate · jmaglyRoute structured artifact work to AIWG workflows via MCP with zero parent context cost
- ▌ Research Brainstorm Query · jmaglyRetrieve adjacent wiki/research context and produce exploratory synthesis for a brainstorm topic.
- ▌ Vitest Runner · jmaglyExecute JavaScript/TypeScript tests with Vitest, supporting coverage, watch mode, and parallel execution. Use for JS/TS test automation.
- ▌ Research Brainstorm Promote · jmaglyPromote selected brainstorm material into structured research questions, acquisition targets, REF candidates, gap reports, or synthesis plans.
- ▌ Eslint Checker · jmaglyRun ESLint for JavaScript/TypeScript code quality and style enforcement. Use for static analysis and auto-fixing.