@charlie-morrison

log-pii-redactor detects and redacts personally identifiable information across application logs using regex patterns, deterministic strategies (mask/tokenize/hash/drop), and pipeline integrations for fluent bit, vector, logstash, and opentelemetry. maps every redaction decision to gdpr, ccpa, hipaa, and pci dss compliance clauses.

avro-schema-manager validates avro schemas, checks forward/backward compatibility across registry platforms, audits namespace conventions, and guides safe schema evolution with concrete examples and multi-phase migration strategies.

gdpr-data-export-tool provides a complete pipeline for article 15 and article 20 exports across postgres, mysql, elasticsearch, mongo, s3, and major saas vendors. covers subject authentication tiers, data inventory, packaging, audit logging, sla tracking, and shared-record minimization to satisfy gdpr, ccpa/cpra, and uk dpa requirements.

prometheus-alert-designer covers designing actionable alerting rules, multi-window burn-rate slo alerts, recording rules for performance, and audit patterns for reducing alert fatigue in production prometheus deployments.

cm-daily-standup-generator synthesizes git commits, pull requests, and issue tracker activity into structured standup reports. it detects blockers, infers planned work, and formats output for verbal delivery or integration with standup systems.

dagster-pipeline-analyzer audits asset graphs, freshness policies, partitioning strategies, io managers, and observability gaps across dagster deployments. scores asset health across nine dimensions with concrete remediation guidance.

circleci-config-validator checks .circleci/config.yml files against 22 rules covering syntax, structure, security, and best practices. outputs structured reports in text, json, or summary format with configurable severity levels.

upwork-proposal-coach diagnoses why freelancer proposals fail and rewrites them for higher bid-to-interview ratios. covers profile audits, pricing strategy, job filtering, and off-platform migration for established freelancers.

cm-code-review-assistant performs multi-pass static analysis on pull request diffs, classifying findings by severity and providing concrete fix suggestions across correctness, security, performance, maintainability, and test coverage.

guides newly-hired chiefs of staff through their first 90 days by disambiguating role archetype, establishing operating cadence, and identifying high-leverage initiatives. covers common failure modes and exit planning.

python-typing-checker audits type annotation coverage and quality across codebases, identifying untyped functions, deprecated imports, any/cast overuse, protocol misuse, and mypy strictness gaps. actionable for migrating to strict typing or enforcing standards.

sbom-generator scans project dependencies across 11+ package managers, extracts licenses and vulnerabilities, and outputs standardized cyclonedx or spdx formats. includes license compliance checking, policy enforcement, and multi-format reporting for regulatory audit trails.

vite-config-validator audits vite.config.json exports for structural correctness, build safety, server security, and best practices across 25 rules. outputs actionable errors/warnings with ci integration and fix suggestions.

stylelint-config-validator checks .stylelintrc files for structural errors, deprecated rules (70+ in v16), plugin misconfigurations, and override validity. outputs text or json with configurable severity filtering and exit codes for ci integration.

sentry-error-analyzer provides a structured framework for parsing sentry data, classifying error types, scoring impact by user count and severity, identifying root causes through stack trace analysis and correlation checks, and generating prioritized fix recommendations with mitigation and prevention strategies.

sentry-error-triage covers release management, source map uploads, and issue triage via cli and rest api, with a workflow for classifying and resolving errors by severity.

prompt-evolution-engine provides structured prompt optimization via iterative analysis, rewriting, and comparison cycles. covers clarity, structure, constraints, examples, and output anchoring patterns with configurable target models and refinement depth.

argocd-deployment-analyzer covers sync drift detection, manifest security audits, and failure diagnosis across argocd-managed applications. the skill maps operational noise into ranked findings with concrete remediation patterns and yaml examples.

kpi-tree-design-coach guides executives through building hierarchical metric systems that decompose a north star into ownable operational levers, covering foundational concepts, selection criteria, business-model archetypes, and integration with planning and okrs.

etsy-seller-coach walks sellers through niche validation, listing seo, ad strategy, account health, and exit planning with structured diagnostics and unit-economics frameworks. covers handmade, pod, and digital products with compliance callouts.

real-estate-listing-coach guides agents and fsbo sellers through pricing, mls description, photo direction, staging, and offer strategy with market-calibrated playbooks and stale-listing diagnosis. returns actionable copy and plans.

database-replication-advisor guides operators through replication health assessment, topology design with explicit cap theorem tradeoffs, and failover validation. covers postgres, mysql, and redis with concrete measurement procedures and decision frameworks.

error-diagnosis parses error messages and stack traces across multiple languages and frameworks to identify root causes, classify error types, and deliver code-based fixes with prevention guidance.

datadog-dashboard-builder provides structured guidance for designing production dashboards using the golden signals framework, with concrete metric patterns, layout templates, and monitor thresholds indexed by service tier. covers dashboard design, alerting config, and slo definitions with an audit checklist for existing setups.

saas-pricing-auditor evaluates nine dimensions of pricing page design (tier architecture, price points, gating logic, trial vs freemium, value metric, expansion mechanisms, billing toggles, comparison tables, social proof) and returns a scorecard with specific rewrites and a prioritized a/b test queue. covers smb through enterprise pricing strategy.

legal-doc-summarizer reads contracts and legal documents to produce structured summaries with risk flags, market-norm comparisons, and redline checklists. covers nda, employment, msa, lease, and investor documents. explicitly not a substitute for licensed counsel.

patreon-launch-coach guides creators through membership platform selection, tier design, pricing strategy, and churn prevention. covers audience validation, conversion math, onboarding sequences, and common failure modes across podcast, youtube, and creator contexts.

trivy-security-scanner runs vulnerability scans on containers, filesystems, and iac, then prioritizes findings by exploitability, reachability, and fix availability. produces actionable remediation plans with compliance mappings and ci/cd integration examples.

cm-sentry-integration covers error monitoring, issue triage, release management, and source map uploads via sentry-cli and REST API. includes CLI commands for releases, deployments, cron monitoring, and curl examples for querying, filtering, and bulk-resolving issues.

cm-online-course-creator guides creators through niche validation, curriculum design, format selection (cohort, self-paced, hybrid), platform choice, pricing strategy, and launch execution. covers stage-appropriate diagnosis and common failure modes like low completion and stalled sales.

api-rate-limiter-designer guides selection and implementation of rate limiting algorithms (token bucket, sliding window, fixed window, leaky bucket) with redis-backed distributed support, traffic analysis, and tier-based configuration patterns.

spring-boot-actuator-analyzer audits actuator endpoint exposure, health check configuration, metrics setup, and management port isolation. identifies sensitive data leakage risks and validates production-readiness against spring boot best practices.

openapi-validator audits openapi 3.x and swagger 2.0 specs for structural correctness, design consistency, and security posture, generating scored reports with actionable improvement priorities.

freelance-developer-coach guides solo developers through niche selection, rate-setting, demand generation, and scaling beyond hourly work. covers platforms, contracts, entity setup, and the 4-phase progression from positioning to premium rates through productized services.

cm-conversation-summarizer extracts structured summaries from chat logs, meeting transcripts, and email threads, identifying decisions, action items, topics, and open questions across multiple input formats.

course-creator-coach covers end-to-end online course validation, curriculum design, production workflow, pricing, launch funnels, and revenue diagnostics across platforms. structured around six phases from topic validation through refund-rate troubleshooting.

cm-tech-debt-tracker provides a systematic framework for mining, categorizing, and prioritizing technical debt across codebases via TODO comment analysis, complexity hotspots, dependency auditing, test coverage gaps, and duplication detection. outputs a scored debt inventory with estimated effort and business impact.

redis-cluster-analyzer audits sentinel and cluster deployments across topology, slot distribution, memory policies, persistence, replication lag, and connection pooling. produces configuration audit reports with failure/warning/pass verdicts and remediation guidance.

dbt-model-auditor systematically reviews dbt projects across naming, test coverage, documentation, materialization, sql quality, and dag structure. produces scored audit reports with prioritized remediation examples.

cm-hallucination-detector extracts and verifies claims in llm outputs against source code, docs, and api schemas. classifies issues by type (fabrication, contradiction, exaggeration, outdated, unverifiable) and provides confidence scores. useful for rag quality control and content review workflows.

rag-chunking-optimizer profiles document corpora and recommends chunking strategies (fixed-size, recursive, semantic, heading-based, code-aware) with optimal chunk sizes, overlap, metadata enrichment, and quality metrics for retrieval-augmented generation pipelines.

infrastructure-drift-detector identifies divergence between iac definitions and deployed cloud state across terraform, pulumi, cloudformation, and cdk, with structured drift categorization and reconciliation guidance.

release-readiness-checker runs a multi-point pre-release audit across version, changelog, debug artifacts, tests, dependencies, secrets, ci, and docs. produces go/caution/no-go verdicts with blockers and warnings, designed for ci integration with exit codes and markdown reporting.

task-retrospective guides structured self-evaluation after task completion by reconstructing timelines, scoring efficiency and accuracy, extracting reusable patterns, and recording insights for future performance improvement.

dependency-health-check audits packages across npm, pip, cargo, go, php, and ruby ecosystems to identify outdated, vulnerable, unused, and license-incompatible dependencies. outputs a prioritized upgrade plan with risk assessment by severity and breaking-change analysis.

canary-deployment-analyzer compares canary and baseline metrics (error rates, latency percentiles, business metrics) across multiple observability platforms to generate data-driven promotion or rollback recommendations with statistical significance testing.

thread-dump-analyzer provides multi-language thread state classification and deadlock detection workflows. covers jvm, go, python, and node.js dumps with manual lock-cycle analysis and thread pool exhaustion diagnosis.

side-hustle-portfolio-coach guides multi-stream operators through portfolio triage, replacement-income math, and sequencing decisions to escape day-job dependency without burnout. covers kill/keep/scale decisions, time architecture, and anti-fragility frameworks for 3-8 parallel income streams.

celery-task-analyzer audits celery deployments across task definitions, retry policies, routing, serialization, result backends, worker tuning, and beat schedules. produces detailed configuration reports with specific failure modes and fixes.

cm-linkedin-profile-optimizer audits linkedin profiles across eight surfaces (banner, headline, about, featured, experience, skills, recommendations, activity) and produces rewritten sections plus a 30-day engagement playbook. targets recruiter search visibility and inbound lead conversion via keyword strategy and ssi optimization.

api-contract-tester provides commands to generate contract tests from openapi specs, verify api compliance, detect breaking changes between versions, and map consumer dependencies across microservices.

adr-generator provides structured guidance for capturing architectural decisions via the nygard format, including git-based discovery tactics and a standard filing convention, though execution steps lack numbered sequencing and decision-point clarity.

key-rotation-planner inventories cryptographic keys across vaults and config, scores rotation urgency by age and exposure, generates type-specific rotation runbooks, and provides post-rotation verification steps.

tailwind-optimizer audits tailwind css projects for unused classes, extraction opportunities, responsive design gaps, and bundle bloat. it scans configuration, analyzes class patterns, checks design system adherence, and suggests component extraction candidates.

astro-project-analyzer audits astro sites across configuration, performance, seo, accessibility, and content structure. provides specific findings with actionable recommendations and estimated impact on lighthouse scores.

oauth-debugger traces authorization code, pkce, client credentials, and implicit flows to isolate misconfigurations. identifies redirect uri mismatches, scope issues, token exchange failures, and jwks problems with concrete diagnostic steps and example fixes.

websocket-tester provides command templates for connection validation, message flow testing, reconnection scenarios, and concurrent load testing using wscat, websocat, or python websockets. includes diagnostic guidance for common failure modes.

aws-cdk-analyzer reviews cdk applications across security, cost, and deployment safety dimensions. covers iam policies, construct patterns, and cloudformation synthesis, with structured output showing critical/warning/optimization findings.

n-plus-one-detector identifies lazy-loaded relationships and batch query anti-patterns across multiple orms through static analysis and runtime instrumentation, offering orm-specific fixes and monitoring hooks.

babel-config-validator checks babel transpiler configs across multiple file formats for deprecated presets, plugin conflicts, ordering issues, and 24+ linting rules. outputs text, json, or summary with ci-friendly exit codes.

pre-commit-config-validator checks .pre-commit-config.yaml files against 23 rules covering yaml structure, repository entries, hook definitions, local hooks, and best practices. command-line tool with json and summary output modes.

accessibility-scanner audits web applications against wcag 2.2 standards, identifying issues in alt text, keyboard navigation, color contrast, aria usage, and semantic html through static analysis and component-level review.

postcss-config-validator audits postcss configuration files across multiple formats for deprecated plugins, ordering issues, and tailwind integration problems. supports json and summary output with ci-friendly exit codes and covers 22+ validation rules.

mutation-test-runner injects code mutations across multiple languages (javascript, python, java, go, rust) to measure test suite quality beyond line coverage. includes detection, tool invocation, manual mutation fallback, result analysis with reporting templates, and test generation for gap closure.

release-notes-humanizer converts raw git logs, pr titles, and changelogs into polished customer-facing release notes across five audience types (in-app, email, developer, marketing, status page), applying rewriting rules, category routing, and tone calibration based on product persona.

podcast-monetization-coach covers sponsorship pricing, audience-growth tactics, premium feeds, affiliate stacks, and branded-podcast services. it diagnoses monetization bottlenecks via a 11-point sweep, then layers revenue across direct sponsors, recurring subscriptions, and back-catalog monetization.

k8s-cost-optimizer audits kubernetes clusters for cost-saving opportunities across compute, storage, and networking. produces ranked recommendations with dollar estimates, cloud-specific guidance for eks/gke/aks, and a four-week implementation plan balancing safety against roi.

terraform-cost-estimator parses terraform plans to extract resource changes, maps them to vendor pricing models (aws, gcp, azure), and produces monthly cost projections with optimization suggestions. covers compute, storage, and network categories.

cm-sitemap-generator crawls websites or scans local files to produce xml sitemaps with optional robots.txt. supports link discovery, format selection (xml/json/text), and file metadata extraction via lastmod.

react-component-auditor covers performance bottlenecks, hook bugs, accessibility gaps, and prop design issues in react codebases. detects memo opportunities, stale closures, and state management anti-patterns with categorized findings.

data-quality-validator profiles pipeline data, checks for completeness and consistency violations, detects schema drift and distribution anomalies, and generates quality expectations code. useful for auditing data trustworthiness across sources.

tls-configuration-auditor provides step-by-step commands to test tls/ssl protocol versions, cipher suites, certificate validity, and security headers against mozilla and pci-dss baselines. generates structured reports with compliance grades.

cache-strategy-advisor provides multi-layer caching guidance across browser, cdn, application, and database levels. includes commands to inventory existing caches, measure hit rates, identify opportunities, and generate configuration. covers invalidation strategies and common failure modes.

runbook-automator converts manual incident procedures into bash scripts with decision logic, health checks, and rollback hooks. includes audit tooling to flag gaps in existing runbooks and dry-run validation before execution.

dead-letter-queue-analyzer provides vendor-agnostic tooling to extract, categorize, and triage failed messages across sqs, rabbitmq, kafka, and azure service bus, with templated remediation workflows and replay guidance.

terraform-plan-reviewer detects destructive changes, drift, secret leaks, iam widening, and public exposure across aws, gcp, and azure. produces severity-graded reviews with gating decisions (block, approve-with-conditions, approve) and suggested fixes. emits ci-ready action configs and backup checklists.

component-library-audit runs shell-based inspections across react, vue, and svelte codebases to surface unused components, documentation gaps, prop inconsistencies, accessibility anti-patterns, and test coverage holes. multi-format output supports plain text, json, and markdown.

post-deployment-verifier automates health checks, schema validation, version matching, error scanning, and database migration verification post-release, producing a confidence score and actionable report.

cm-api-cost-tracker analyzes spending across multiple llm providers via billing exports or api logs, generating cost breakdowns by model and time period with optimization suggestions. lacks procedural depth and edge case handling.

vitest-config-validator statically parses vitest config files to detect syntax errors, deprecated options, and best-practice violations across 22 rules without executing javascript. covers multiple output formats and strictness modes for ci integration.

api-changelog-generator compares openapi specs across versions to detect endpoint, parameter, and schema changes, classify breaking vs non-breaking shifts, and produce markdown changelogs and migration guides for api consumers.

test-impact-analyzer maps source code changes to affected tests using file naming conventions and import chain tracing. produces prioritized test execution plans to reduce ci feedback cycles.

dark-launch-controller provides shell procedures for planning feature flag deployments, monitoring hidden code paths in production, and orchestrating gradual rollouts via kubernetes configmaps. emphasizes gate criteria but lacks concrete error handling and assumes prometheus/k8s infrastructure without stating dependencies.

branch-protection-auditor scans github and gitlab repositories to identify gaps in branch protection rules, generates compliance reports, and provides remediation scripts for required reviews, status checks, admin enforcement, and codeowners.

ci-pipeline-optimizer analyzes workflow configurations across github actions, gitlab ci, and circleci to identify and suggest concrete optimizations like caching, parallelization, and docker layer improvements. static analysis only, no log access.

rollup-config-validator audits rollup bundler configs for output conflicts, plugin ordering, deprecated options, and best practices via command-line interface with multiple output formats and 22+ validation rules.

nodemon-config-validator checks nodemon configuration files across multiple formats for syntax errors, performance anti-patterns, and best practices via command-line interface with configurable output and ci-friendly exit codes.

b2b-saas-pricing-coach guides founders through pricing structure, value metrics, and tier design. covers diagnostic workflow, competitive anchoring, and discount discipline. diagnostic and reference-heavy; lacks numbered decision-trees and concrete failure recovery.

mobile-app-launch-coach guides indie devs through app validation, stack selection, store submission, and monetization. covers aso research, native vs cross-platform tradeoffs, app store rejection patterns, and growth channels. most useful for pre-launch decision-making and ios/android policy navigation.

accelerator-application-coach guides founders through the full decision cycle from pre-application diagnostics through post-acceptance negotiation, with strong emphasis on founder-accelerator fit and realistic probability assessment rather than pure optimization tactics.

service-catalog discovers services across dockerfiles, k8s manifests, package.json, and systemd units, then generates structured inventories with ownership, dependencies, and health status. works offline from config files without requiring running services.

airflow-dag-analyzer provides detailed checklist-driven audits of airflow dags across configuration, dependencies, retry logic, sensors, and resource allocation. execution is prescriptive but lacks a coherent procedure with clear decision gates and actionable output contract.

Validate and lint Prettier configuration files (.prettierrc, .prettierrc.json, .prettierrc.yaml, .prettierrc.toml, package.json#prettier) for structure, inva...

Lint .sql migration files for common mistakes — missing IF EXISTS guards, UPDATE/DELETE without WHERE, non-idempotent CREATE, missing transaction wrappers, r...

Validate Python project pyproject.toml files against PEP 517/621 rules for project metadata, build system, and tool configurations with detailed reports.

Validate devcontainer.json files for syntax, structure, features, ports, lifecycle scripts, customizations, and security best practices in VS Code Dev Contai...

Validate .browserslistrc files and browserslist config in package.json for syntax errors, deprecated browsers, redundant queries, and best practices. Use whe...

Validate jest.config.ts/js/json and Jest configuration in package.json for deprecated options, transform conflicts, and best practices. Use when validating J...

Validate SWC config files (.swcrc, package.json#swc) for parser settings, transform conflicts, module type issues, and best practices. Use when validating SW...

Validate Rust Cargo.toml manifests for dependency issues, missing metadata, feature conflicts, workspace config, and crates.io publishing readiness. Use when...

Validate JSON-exported webpack configuration files for structural issues, deprecated loaders/plugins, optimization gaps, and best practices. Use when auditin...

Validate ESLint v9+ flat config files (JSON-exported) for structural correctness, language options, rules configuration, plugin hygiene, file patterns, and b...

Validate JSON-exported Tailwind CSS configuration files for structural issues, content path problems, theme misconfiguration, and best practices. Use when au...

Slack messaging — send messages, manage channels, upload files, add reactions, and automate team notifications via CLI and API.

AI-powered codebase analysis — generate architecture docs, onboarding guides, and key-flow walkthroughs for any project. Use when joining a new codebase, onb...

Check database migrations for safety — detect data loss risks, locking operations, backward compatibility issues, and deployment ordering problems across SQL...

Generate structured changelogs from git history using conventional commits, with support for multiple formats, AI-enhanced descriptions, and customizable ran...

Automated pull request review providing detailed feedback on correctness, security, performance, maintainability, testing, and best practices.

Create, maintain, and execute detailed incident response runbooks to guide triage, communication, and post-incident reviews for production outages.

Scan codebases for technical debt — TODO/FIXME comments, deprecated APIs, complexity hotspots, outdated patterns, missing tests, large files — then prioritiz...

Define, measure, and enforce web performance budgets — bundle sizes, asset counts, image weights, third-party scripts. Fails CI when budgets are exceeded. Tr...

Analyze monorepo structure — detect workspace tools (npm/yarn/pnpm/lerna/nx/turbo/cargo/go), map inter-package dependencies, find unused packages, detect ver...

Score a repository's health across 8 dimensions — code quality, testing, documentation, CI/CD, security, dependencies, community, and maintainability. Produc...

Analyze the blast radius of upgrading, removing, or replacing a dependency — trace imports, find affected files, check test coverage of impacted code, detect...

Debug prompts that produce unexpected AI outputs — diagnose failure modes, identify ambiguity and conflicting instructions, test variations, compare model re...

Plan complex codebase migrations — framework upgrades, language transitions, architecture refactors. Analyze dependencies, estimate effort, map migration pat...

Prioritize vulnerabilities beyond CVSS scores using EPSS (Exploit Prediction Scoring), CISA KEV, asset criticality, reachability analysis, and exploit maturi...

Forecast infrastructure capacity needs using historical metrics, growth projections, and cost modeling. Identify bottlenecks before they cause outages and ri...

Design chaos engineering experiments to test system resilience. Generate failure injection scenarios, define steady-state hypotheses, blast radius controls,...

Detect and resolve backpressure issues in data pipelines, message queues, and streaming systems. Identify bottleneck stages, measure queue depths and process...

Enforce cloud resource tagging policies for cost allocation, compliance, and governance across AWS/GCP/Azure

Plan Kubernetes cluster upgrades with API deprecation checks, addon compatibility verification, and rollback-safe runbooks

Generate, validate, and tighten Content Security Policy (CSP) headers for web applications. Analyze existing pages to discover resource origins, build least-...

Detect, diagnose, and fix flaky tests. Identify tests with non-deterministic outcomes by analyzing CI history, test timing, shared state, race conditions, an...

Design autoscaling policies based on traffic patterns, cost constraints, and performance SLOs

Track SLO error budgets across services. Calculate remaining budget from SLI metrics, alert on budget burn rate, recommend development vs reliability investm...

Decode, validate, and debug JSON Web Tokens. Inspect headers, payloads, signatures, expiration, claims, and key mismatches. Diagnose common JWT issues in aut...

Evaluate LLM outputs systematically — run test suites, score responses for accuracy/relevance/safety, compare models, and detect regressions in AI applications.

Analyze slow PostgreSQL queries, interpret EXPLAIN ANALYZE output, identify performance bottlenecks, and recommend indexes, query rewrites, and configuration...

Test LLM applications for prompt injection vulnerabilities — run attack simulations, evaluate defenses, and generate hardening recommendations for AI systems.

Optimize GitHub Actions workflows for speed, cost, security, and reliability — analyze run times, cache strategies, job parallelism, and runner selection.

Generate comprehensive API documentation from code — extract endpoints, parameters, response schemas, and examples from Express, FastAPI, Django, Rails, and...

Optimize Bun workspaces and monorepos — analyze dependency hoisting, script performance, build pipelines, and workspace configuration for maximum speed.

Optimize CI/CD build caching across GitHub Actions, GitLab CI, CircleCI, and Jenkins — analyze cache hit rates, recommend cache keys, and reduce build times.

Optimize Docker Compose configurations for development and production — audit services, networking, volumes, health checks, and resource management.

Audit DVC (Data Version Control) pipelines for reproducibility, storage efficiency, and tracking correctness. Checks dvc.yaml, dvc.lock, .dvc files, remote s...

Audit and optimize Etsy listings for SEO, conversion, and shop placement. Reviews titles, tags, descriptions, photos, attributes, pricing, and shipping to im...

Repurpose long-form content (blog posts, articles, newsletters, YouTube transcripts) into platform-optimized social media posts, Twitter/X threads, LinkedIn...

Optimize Dockerfiles for smaller images, faster builds, better security, and production readiness — multi-stage builds, layer caching, vulnerability reduction.

Generate optimal ESLint configurations based on project type, framework, and team preferences — flat config format, plugin selection, and rule tuning.

Audit, manage, and clean up feature flags across codebases to reduce toggle debt

Guide incident response with structured communication, timeline tracking, severity assessment, stakeholder updates, and post-incident review — a virtual inci...

Generate structured, blame-free incident postmortem reports from logs, timeline data, and incident metadata. Produces root cause analysis, impact assessment,...

Analyze application logs to produce actionable error digests with pattern detection, severity classification, trend analysis, and remediation recommendations...

Track and evaluate OKR (Objectives and Key Results) progress by parsing OKR definitions from markdown, YAML, or JSON files. Scores key results, calculates ob...

Audit password policies and authentication configurations for security compliance. Check password complexity, storage (hashing algorithms), rotation policies...

Analyze Prisma schemas for performance, relation design, index strategy, migration safety, and query optimization — audit schema.prisma for production readin...

Generate operational runbooks from project files. Scans Dockerfiles, docker-compose.yml, systemd units, Makefiles, package.json, and config files to produce...

Audit Rust code for unsafe block usage — verify safety invariants, check FFI boundaries, review raw pointer operations, validate Send/Sync implementations, a...

Auto-discover and map service dependencies from code, configs, and runtime data. Generate dependency graphs, identify critical paths, find single points of f...

Analyze Sidekiq job configurations for reliability, performance, queue design, retry policies, and memory safety — optimize Ruby background processing.

Slack messaging — send messages, manage channels, upload files, add reactions, and automate team notifications via CLI and API.

Audit Supabase projects for security — check Row Level Security policies, auth configuration, API exposure, storage rules, and edge function security.

Audit Svelte and SvelteKit components for performance, accessibility, reactive statement usage, store design, and SSR compatibility. Use when reviewing Svelt...

Audit, restructure, and rewrite Twitter/X threads for engagement, follower growth, and click-through. Critiques hooks, thread length, visual hierarchy, closi...

Coach an author through writing, launching, and selling a book — fiction or non-fiction, self-published or trad-pubbed, debut or backlist relaunch. Covers co...

Coach Fiverr sellers (and Etsy/Creative Market gig-style platforms) on gig titles, descriptions, packaging, pricing, gig images/video, search ranking (Fiverr...

Audit Shopify stores end-to-end and produce a prioritized fix list to lift conversion rate, AOV, and SEO traffic. Diagnoses theme speed, product page anatomy...

Coach non-profits, researchers, and artists to write, structure, and improve grant proposals and match projects with appropriate funders across major funding...

Analyze Vercel project configurations — audit vercel.json, framework detection, build settings, edge functions, headers, redirects, rewrites, environment var...

Analyze Vue 3 Composition API usage — audit reactivity patterns, composable design, ref vs reactive choices, computed properties, watcher usage, and componen...

Guide creators from channel idea to first 1000+ subscribers, optimizing niche, format, titles, thumbnails, retention, and monetization strategy using 2026 Yo...

Coach B2B senders to write, sequence, and deliver cold emails that boost opens and replies without hurting domain reputation or hitting spam.

Audit feature flag debt across LaunchDarkly, Unleash, Flagsmith, GrowthBook, Split, and home-grown flag systems. Detects stale flags (older than 90 days, ful...

Plan, run, and debrief a structured pre-release bug bash session. Defines scope (areas, devices, user roles), invites the right participant mix (eng/PM/desig...

Coach newsletter writers on niche, voice, structure, growth, monetization, pricing, and migration to build and scale Substack and similar platforms effectively.

End-to-end Amazon KDP (Kindle Direct Publishing) self-publishing coach. Use when an author asks for niche/keyword research, manuscript prep (front-matter, To...

End-to-end affiliate marketer coach (content sites, niche review sites, comparison sites, deal sites, coupon sites, YouTube + TikTok affiliate, newsletter af...

End-to-end SaaS / micro-SaaS indie hacker coach (bootstrapped solo founder, build-in-public, $1K-$50K MRR brackets). Use when an indie hacker asks for idea v...

Validate .env files against schemas, compare environments (dev vs prod), detect common mistakes (trailing spaces, placeholders, invalid ports, missing protoc...

Generate polished release notes and changelogs from git history. Analyzes commits between tags/refs, categorizes changes (features, fixes, breaking changes,...

Manage TLS/SSL certificate lifecycle — discovery, monitoring, renewal planning, and rotation. Track certificates across services, alert before expiry, automa...

Manage environment promotions (dev → staging → prod) — compare configs between environments, detect drift, generate promotion plans, validate prerequisites,...

Anonymize sensitive data in databases, files, and APIs for testing and compliance. Detect PII (names, emails, SSNs, addresses, phone numbers), apply anonymiz...

Detect configuration drift across environments (dev, staging, production). Compare config files, environment variables, feature flags, and secrets across dep...

Set up and analyze shadow traffic testing to compare new service versions against production without user impact