Bo

Bo

@boshu2

Staff Platform Engineer. Obsessed with figuring out how to make AI as reliable as Infrastructure

Washington D.C.bodenfuller.com
Skills
69
Agents
2
Collections
1
Installs
0

Most Used Tags

software-engineering(30)tools(15)automation(9)validation(7)ai(6)project-management(6)knowledge(5)git(5)

Published Resources

pr-research

By Shared Context·
open-sourcecontributionresearch
0

Explore upstream codebases to streamline open source contributions.

pr-retro

By Shared Context·
prfeedbackanalysis
0

Analyze PR outcomes to improve future contributions by learning from accept/reject patterns.

review

By Shared Context
0

Review incoming PRs, agent-generated changes, or diffs. Structured review with security, correctness, performance, and maintainability checks. Triggers: "review", "review PR", "review changes", "code review", "review this PR", "review agent output", "check this diff".

refactor

By Shared Context·
refactoringcode-qualitytesting
0

Safe, incremental refactoring with regression testing at each step.

complexity

By Shared Context·
code-complexityrefactoringpython
0

Analyze code complexity and identify refactor targets using radon and gocyclo.

test

By Shared Context
0

Test generation, coverage analysis, and TDD workflow. Triggers: "test", "generate tests", "test coverage", "write tests", "tdd", "add tests", "test strategy", "missing tests", "coverage gaps".

compile

By Shared Context·
knowledgemarkdowncompiler
0

Compiles raw knowledge artifacts into an interlinked markdown wiki.

handoff

By Shared Context
0

Create structured handoff for session continuation. Triggers: handoff, pause, save context, end session, pick up later, continue later.

scenario

By Shared Context·
holdoutvalidationscenarios
0

Manage holdout scenarios for behavioral validation, ensuring isolation from implementing agents.

scaffold

By Shared Context·
scaffoldingproject-setupci-cd
0

Automate project scaffolding, component generation, and CI/CD setup with ease.

reverse-engineer-rpi

By Shared Context·
reverse-engineeringfeature-inventorysecurity-audit
0

Reverse-engineer products into feature catalogs, code maps, and specifications with verification gates.

dream

By Shared Context·
dreamovernightcompounding
0

Interactive overnight operator mode for Dream, facilitating setup, runs, and reports.

pr-validate

By Shared Context·
pr-validationgitquality-check
0

Validate pull requests for isolation, scope creep, and quality before submission.

red-team

By Shared Context·
red-teamusabilityvalidation
0

Conduct persona-based adversarial validation to ensure usability of docs and skills.

security

By Shared Context
0

Continuous repository security scanning and release gating. Triggers: "security scan", "security audit", "pre-release security", "run scanners", "check vulnerabilities".

using-agentops

By Shared Context·
agentopscodingworkflows
0

Meta skill for the AgentOps operating model, facilitating coding agent workflows.

ratchet

By Shared Context·
rpiworkflowprogress-tracking
0

Manage and track progress in the RPI workflow with permanent gates.

oss-docs

By Shared Context·
ossdocumentationopen-source
0

Scaffold and audit OSS documentation packs for open source projects.

plan

By Shared Context
0

Epic decomposition into trackable issues. Triggers: "create a plan", "plan implementation", "break down into tasks", "decompose into features", "create beads issues from research", "what issues should we create", "plan out the work".

crank

By Shared Context·
automationtask-executionorchestration
0

Automate epic execution hands-free until all tasks are completed.

knowledge-activation

By Shared Context·
knowledgeagentsoperationalization
0

Operationalize a mature .agents corpus into actionable knowledge surfaces.

perf

By Shared Context·
performanceprofilingbenchmarking
0

Performance profiling and optimization tool for various programming languages.

pr-prep

By Shared Context·
gitpull-requestautomation
0

Streamline your PR preparation with automated validation and structured body generation.

swarm

By Shared Context·
parallel-executiontask-orchestrationagent-management
0

Spawn isolated agents for parallel task execution with automatic runtime selection.

standards

By Shared Context·
coding-standardsvalidationpython
0

Provides language-specific coding standards and validation rules for various programming languages.

trace

By Shared Context·
designdecision-tracingprovenance
0

Trace design decisions and concepts through session history, handoffs, and git.

codex-team

By Shared Context·
codextask-orchestrationautomation
0

Orchestrate multiple Codex agents to execute focused tasks efficiently.

research

By Shared Context
0

Deep codebase exploration. Triggers: research, explore, investigate, understand, deep dive, current state.

evolve

By Shared Context·
improvementautomationcode-quality
0

Autonomous improvement loop for continuous code evolution and issue resolution.

validation

By Shared Context·
validationquality-assurancepost-mortem
0

Orchestrates the full validation phase to ensure implementation quality and extract learnings.

quickstart

By Shared Context·
onboardingagentopssetup
0

Quickly onboard new users to AgentOps with a streamlined setup guide.

rpi

By Shared Context·
rpilifecycleorchestration
0

Orchestrates the full RPI lifecycle with a single command, delegating to phase-specific skills.

forge

By Shared Context·
transcriptsknowledge-extractioninsights
0

Extract knowledge from session transcripts to identify decisions, learnings, failures, and patterns.

bug-hunt

By Shared Context·
bug-huntingcode-auditdebugging
0

Systematically investigate bugs or perform proactive code audits.

provenance

By Shared Context·
provenanceknowledge-managementartifact-tracking
0

Trace knowledge artifact lineage and identify stale citations or orphans.

researcher

By Shared Context
0

Deep codebase exploration and analysis. Use for understanding code architecture, finding patterns, and gathering context before making changes.

llm-wiki

By Shared Context
0

Build and maintain a compounding external-knowledge wiki from clipped articles, papers, and transcripts. Triggers: "llm wiki", "ingest this", "second brain", "compile my reading", "wiki lint", "what do we know about <topic>". Based on Andrej Karpathy's LLM Wiki pattern (April 2026).

retro

By Shared Context·
learningknowledgequick-capture
0

Quickly capture insights and lessons learned for future reference.

openai-docs

By Shared Context·
openaidocumentationapi
0

Access up-to-date OpenAI documentation for building with APIs and products.

design

By Shared Context
0

Product validation gate for RPI pipeline. Validates goal alignment with PRODUCT.md before discovery. Checks: gap alignment, persona fit, competitive differentiation, precedent, scope boundaries. Council-gated with --preset=product. Triggers: "design", "product validation", "validate product fit", "design gate".

pr-implement

By Shared Context·
gitpull-requestcontribution
0

Fork-based PR implementation with mandatory isolation checks for clean contributions.

agentops

By Shared Context·
coding-agentsautomationvalidation
0

AgentOps enhances coding agents with bookkeeping, validation, and reusable flows.

code-reviewer

By Shared Context
0

Expert code review specialist. Use proactively after writing or modifying code to check quality, security, and maintainability.

status

By Shared Context
0

Single-screen dashboard showing current work, recent validations, flywheel health, and suggested next action. Triggers: "status", "dashboard", "what am I working on", "where was I".

council

By Shared Context
0

Multi-model consensus council. Spawns parallel judges with configurable perspectives. Modes: validate, brainstorm, research. Triggers: "council", "get consensus", "multi-model review", "multi-perspective review", "council validate", "council brainstorm", "council research".

security-suite

By Shared Context·
securitytestingbinary-analysis
0

Composable security suite for binary and prompt-surface assurance with modular testing primitives.

beads

By Shared Context·
gitissue-trackingtask-management
0

Manage git-based issue tracking with bd CLI for efficient task organization.

discovery

By Shared Context·
discoveryplanningresearch
0

Orchestrates the full discovery phase for project planning and research.

brainstorm

By Shared Context·
brainstormingdesignplanning
0

Clarify goals and explore approaches before planning a solution.

grafana-platform-dashboard

By Shared Context·
grafanakubernetesopenshift
0

Design and validate Grafana dashboards for OpenShift/Kubernetes operations to enhance platform health visibility.

autodev

By Shared Context·
autonomous-developmentoperational-contractsworkflow-management
0

Manage operational contracts for autonomous development loops with ease.

implement

By Shared Context
0

Execute a single issue with full lifecycle. Triggers: "implement", "work on task", "build this", "start feature", "pick up next issue", "work on issue".

bootstrap

By Shared Context·
agentopsautomationproject-setup
0

One command to set up the full AgentOps product layer, filling gaps as needed.

heal-skill

By Shared Context·
skill-maintenanceautomationerror-checking
0

Automated skill maintenance tool that detects and fixes common skill issues.

push

By Shared Context·
gittestingautomation
0

Execute a seamless test, commit, and push workflow in one go.

readme

By Shared Context·
readmedocumentationproject-management
0

Generate a gold-standard README for any project with guided interviews and validation.

doc

By Shared Context
0

Generates, validates, and syncs documentation for any repository type. Produces code-maps, checks doc coverage, finds missing docs, and validates existing documentation against code. Triggers: doc, documentation, code-map, doc coverage, validate docs, generate docs, sync docs, update docs, find missing docs.

vibe

By Shared Context·
code-validationcomplexity-analysisquality-assurance
0

Comprehensive code validation tool that assesses readiness for deployment.

post-mortem

By Shared Context·
post-mortemknowledge-managementproject-review
0

Wrap up completed work and extract valuable insights through a structured post-mortem process.

pr-plan

By Shared Context·
open-sourcecontributionplanning
0

Plan open source PR contributions with clear scope and acceptance criteria.

pre-mortem

By Shared Context·
validationplanningjudgment
0

Validate plans or specs before implementation using multi-model judgment.

recover

By Shared Context·
context-recoverysession-managementproductivity
0

Recovers context after compaction by detecting in-progress sessions and summarizing recent work.

release

By Shared Context
0

Release your software. Pre-flight validation, changelog generation, version bumps, release commit, tag, curated release notes. Boundary: everything up to the git tag. Triggers: "release", "cut a release", "prepare release", "release check".

flywheel

By Shared Context·
knowledgemonitoringhealth
0

Monitor the health of your knowledge flywheel by checking its velocity, pool depths, and staleness.

product

By Shared Context·
product-docsdocumentationproduct-management
0

Generate a comprehensive PRODUCT.md by interviewing users about their product's mission, personas, and competitive landscape.

converter

By Shared Context·
skill-conversioncodexcursor
0

Cross-platform skill converter that transforms AgentOps skills into formats for Codex and Cursor.

inject

By Shared Context·
knowledge-injectioncontext-awarenesssession-management
0

Inject relevant knowledge into session context for enhanced decision-making.

deps

By Shared Context·
dependency-auditvulnerability-scanninglicense-compliance
0

Conduct dependency audits, updates, and vulnerability scans for various ecosystems.

goals

By Shared Context·
fitnessgoalstracking
0

Manage and track fitness goals with the GOALS.yaml and GOALS.md specifications.

harvest

By Shared Context·
knowledgeconsolidationcross-rig
0

Consolidate knowledge across multiple rigs with a single command.

update

By Shared Context
0

Reinstall all AgentOps skills globally from the latest source. Triggers: "update skills", "reinstall skills", "sync skills".

shared

By Shared Context·
sharedreferencesmulti-agent
0

Provides shared reference documents for multi-agent skills, enhancing collaboration.