--- title: "Bo (@boshu2) skills · skilld" canonical_url: "https://skilld.dev/gh/boshu2" meta: description: "30 agent skills written by Bo on skilld. council, agentops, agent-orchestration." "og:description": "30 agent skills written by Bo." "og:title": "Bo on skilld" --- ` ![Avatar for Bo](https://skilld.dev/_img/avatar?url=https%3A%2F%2Fgithub.com%2Fboshu2.png) # **Bo** [@boshu2](https://github.com/boshu2)person Staff Platform/SRE @ Shield AI. I make AI reliable enough to put to work. 30 skills 446 Washington D.C. Mostly·council, agentops, agent-orchestration [GitHub](https://github.com/boshu2) [Website](https://bodenfuller.com) ## Skills ### [boshu2/agentops](https://skilld.dev/gh/boshu2/agentops) 30 skills 446 `npx skilld add boshu2/agentops` - [ **/agent-native**446 Dispatch independent tasks to parallel workers or selected persistent roles. Use when: delegation is authorized with disjoint scopes; execution does not validate output. /agent-native by boshu2](https://skilld.dev/gh/boshu2/agentops/agent-native) - [ **/agy-native**446 Run a supplied task in AGY Antigravity and collect its result. Use when: the caller selects AGY; never a fallback for native coding. /agy-native by boshu2](https://skilld.dev/gh/boshu2/agentops/agy-native) - [ **/bad-skill**446 DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each change judged by a context that didn't write it. /bad-skill by boshu2](https://skilld.dev/gh/boshu2/agentops/bad-skill) - [ **/codex-exec**446 Run one prompt through headless Codex and capture its result. Use when: requesting a single noninteractive Codex process. Not for worker batches or retries. /codex-exec by boshu2](https://skilld.dev/gh/boshu2/agentops/codex-exec) - [ **/council**446 Compare model perspectives for brainstorming, planning, validation, idea duels or interviews. Use when: independent proposals or judgments need optional bounded debate. /council by boshu2](https://skilld.dev/gh/boshu2/agentops/council) - [ **/craft-goal**446 Draft or lint a bounded persistent goal above a bead graph of RPI experiments. Use when: this goal workflow is explicitly selected; shaping a single change belongs to Plan. /craft-goal by boshu2](https://skilld.dev/gh/boshu2/agentops/craft-goal) - [ **/doc**446 Write grounded docs, READMEs, repo instructions or continuity handoffs. Use when: these documents are requested; no reports as a routine completion ritual. /doc by boshu2](https://skilld.dev/gh/boshu2/agentops/doc) - [ **/domain**446 Clarify domain terms, bounded contexts and repository conventions. Use when: naming, rule ownership or Go and other language standards are unclear; avoid a broad survey. /domain by boshu2](https://skilld.dev/gh/boshu2/agentops/domain) - [ **/good-skill**446 A planted fixture that satisfies every blocking skill-eval rule so the gate passes cleanly. /good-skill by boshu2](https://skilld.dev/gh/boshu2/agentops/good-skill) - [ **/idea-genie**446 Generate evidenced options or challenge an idea. Use when: deciding what to build or comparing alternatives; exploration does not authorize implementation. /idea-genie by boshu2](https://skilld.dev/gh/boshu2/agentops/idea-genie) - [ **/implement**446 Implement changes, repairs or waves; return per-lane evidence. Use when: coding, service operations, reliability, delivery, incident recovery, resilience or toil is authorized. /implement by boshu2](https://skilld.dev/gh/boshu2/agentops/implement) - [ **/interview**446 Interview the caller one question at a time to settle a big outcome before agents work alone. Use when: shaping a goal or large RPI. Not for one question on one slice; use Plan. /interview by boshu2](https://skilld.dev/gh/boshu2/agentops/interview) - [ **/memory**446 Find reviewed context, capture evidence or curate maintained claims. Use when: prior evidence can change an action, or learning is requested; no mandatory recall or lesson. /memory by boshu2](https://skilld.dev/gh/boshu2/agentops/memory) - [ **/navigate**446 Pick the next wave on a bead graph and keep the graph honest toward frozen acceptance. Use when: a goal starts a wave, or you ask what is next on an epic. /navigate by boshu2](https://skilld.dev/gh/boshu2/agentops/navigate) - [ **/orchestrate**446 Coordinate authorized workers, prerequisites, isolated scopes and review capacity. Use when: dispatching, recovering or routing feedback. Not for implementation or judgment. /orchestrate by boshu2](https://skilld.dev/gh/boshu2/agentops/orchestrate) - [ **/plan**446 Define intended behavior, review write scope and assess reversible decisions. Use when: discovery needs clarification or resumption before one complete slice; stop once actionable. /plan by boshu2](https://skilld.dev/gh/boshu2/agentops/plan) - [ **/postmortem**446 Analyze outcomes or an interim cutoff. Use when: a postmortem is explicitly requested; consumes available judgment, never gates code acceptance or requires a lesson. /postmortem by boshu2](https://skilld.dev/gh/boshu2/agentops/postmortem) - [ **/premortem**446 Challenge a rollout plan with one fresh judge before implementation; identify what could make it fail. Not for finished-code judgment. Triggers: "one judge", "challenge this plan". /premortem by boshu2](https://skilld.dev/gh/boshu2/agentops/premortem) - [ **/reality-check**446 Audit claimed state, goals or native status. Use when: a claim audit or snapshot is requested. Clarify advice versus acceptance for ambiguous checking or readiness requests. /reality-check by boshu2](https://skilld.dev/gh/boshu2/agentops/reality-check) - [ **/refactor**446 Simplify structure, interfaces or responsibilities while preserving behavior. Use when: a focused refactor is requested; feature changes need their own intent. /refactor by boshu2](https://skilld.dev/gh/boshu2/agentops/refactor) - [ **/research**446 Trace code or test a recurring pattern to answer one cited question. Use when: uncertainty needs evidence. Not for external feature teardowns; use reverse-engineer. /research by boshu2](https://skilld.dev/gh/boshu2/agentops/research) - [ **/reverse-engineer**446 Tear down an authorized competitor repo, binary or product into a feature inventory and adoption choices. Use when: comparing an external system; local questions go to Research. /reverse-engineer by boshu2](https://skilld.dev/gh/boshu2/agentops/reverse-engineer) - [ **/review**446 Give advisory feedback on a plan, design or code. Use when: suggestions, tradeoffs or a second look are wanted. Not for acceptance or write scope; use Validate or Plan. /review by boshu2](https://skilld.dev/gh/boshu2/agentops/review) - [ **/rpi**446 Apply the outcome-to-judgment charter. Use when: the caller explicitly selects RPI; ordinary coding, delegation and native goals do not require this workflow. /rpi by boshu2](https://skilld.dev/gh/boshu2/agentops/rpi) - [ **/security**446 Review code or scan for security vulnerabilities, secrets, dependencies and prompt risks. Use when: concrete exposure needs assessment; never silently change policy. /security by boshu2](https://skilld.dev/gh/boshu2/agentops/security) - [ **/skill-builder**446 Create, adapt, consolidate or repair skill packages and projections. Use when: authoring guidance, descriptions or structure; Skill Eval measures behavioral benefit. /skill-builder by boshu2](https://skilld.dev/gh/boshu2/agentops/skill-builder) - [ **/skill-eval**446 Measure whether a skill helps a named task or needs revision or removal. Use when: a bounded routing or coding evaluation is requested; conformance alone cannot show benefit. /skill-eval by boshu2](https://skilld.dev/gh/boshu2/agentops/skill-eval) - [ **/test**446 Write behavioral tests, practice TDD or inspect important coverage gaps. Use when: test design or missing proof needs work; running an existing suite needs no skill. /test by boshu2](https://skilld.dev/gh/boshu2/agentops/test) - [ **/using-gc**446 Operate Gas City through its Mayor, registry packs and native run state. Use when: the caller explicitly selects Gas City; factory completion does not replace independent judgment. /using-gc by boshu2](https://skilld.dev/gh/boshu2/agentops/using-gc) - [ **/validate**446 Freshly judge a finished change and its claims against original acceptance. Use when: acceptance verdict or independent proof is sought. Clarify generic checks or readiness first. /validate by boshu2](https://skilld.dev/gh/boshu2/agentops/validate) Curated skills from @boshu2. Checked GitHub just now