boshu2/agentops

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caam Use when switching AI coding CLI accounts quickly to recover from subscription rate limits or OAuth friction.

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casr Cross Agent Session Resumer. Convert and resume sessions across Claude Code, Codex, Gemini, and other providers.

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cass-memory Use when starting non-trivial work, mining lessons, or preventing repeated mistakes with cm procedural memory.

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cc-worktree-isolation Use when isolating parallel Claude Code workers in separate git worktrees to prevent file collisions. Triggers:

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changelog-quality-pass Use when writing or auditing changelogs and release notes for user-facing, semver-aware clarity. Triggers:

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cli-agent-ux-audit Use when improving CLI ergonomics for agents: flags, help, JSON output, exit codes, and robot surfaces. Triggers:

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cli-doctoring-workflow Use when designing or auditing CLI doctor commands, health checks, repair hints, and diagnostic UX. Triggers:

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codebase-briefing-report Use when producing a shareable architecture, module, metrics, and health report for a codebase. Triggers:

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codebase-risk-audit Use when auditing codebase risks with evidence and prioritized remediation. Triggers:

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concurrency-deadlock-remediation Use when finding and fixing deadlocks with lock ordering, reproduction, timeouts, or lock-free alternatives. Triggers:

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contract-conformance-testing Use when building conformance tests from specs, contracts, examples, or compatibility matrices. Triggers:

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dependency-update-safety Use when updating dependencies safely with changelog review, small batches, tests, and rollback. Triggers:

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expertise-to-procedure Use when turning tacit expert know-how into a durable skill, playbook, or checklist. Triggers:

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external-search-triage Use when deciding whether external research is needed and turning cited findings into repo actions. Triggers:

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filesystem-path-rationalization Use when rationalizing file or directory layout and updating references without breaking builds. Triggers:

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fuzz-test-design Use when designing fuzz, property, randomized, or corpus-based tests and replaying failures. Triggers:

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gcloud Google Cloud Platform CLI - manage GCP resources. Use when working with Compute Engine, Cloud Run, GKE, Cloud Functio…

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gh-actions Use when creating GitHub Actions workflows, release automation, checksums, signing, or CI/CD.

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gh-cli GitHub CLI (gh) for repos, issues, PRs, actions, releases. Use when working with GitHub or running gh commands.

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gh-triage-ru GitHub issue/PR triage via ru and gh. Use when processing issues, closing PRs (no-contributions policy), or bulk tria…

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golden-artifact-testing Use when designing or repairing golden-file, snapshot, fixture, or generated-artifact tests. Triggers:

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idea-option-forge Use when generating, winnowing, and operationalizing many project improvement options. Triggers:

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implementation-pattern-mining Use when mining repeated codebase patterns and turning them into reusable implementation guidance. Triggers:

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installer-quality-audit Use when auditing install, setup, bootstrap, or update scripts for safe, idempotent behavior. Triggers:

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layered-defect-hunt Use when running systematic multi-pass bug hunting across correctness, edges, concurrency, and failures. Triggers:

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legacy-codebase-recon Investigate unfamiliar legacy code before edits. Triggers: legacy module, unknown repo, risky refactor, trace ownersh…

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live-service-e2e-testing Use when building real-service end-to-end tests with fixtures, cleanup, rate limits, and evidence. Triggers:

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mcp-interface-design Use when designing MCP servers with clear tools, strict schemas, scoped resources, and useful errors. Triggers:

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measured-performance-optimization Use when optimizing a hot path from saved profiles, measurements, and verified improvements. Triggers:

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metamorphic-test-design Use when designing metamorphic tests for oracle-poor behavior using invariants and input relations. Triggers:

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multi-model-triangulation Cross-validate decisions using multiple AI models (Codex, Gemini, Grok). Use when "get a second opinion", evaluating …

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native-debugger-triage Use when debugging native programs or ELF binaries with gdb breakpoints, backtraces, and memory inspection. Triggers:

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ntm-browser-test-coordination Use when coordinating browser or UI tests through NTM panes with screenshots and handoffs. Triggers:

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ntm-review-worker-orchestration Use when operating an NTM review or analysis worker with bounded inputs and evidence-backed output. Triggers:

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performance-profile-triage Use when investigating slowness with baselines, profiler evidence, and ranked bottlenecks. Triggers:

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planning-workflow Comprehensive markdown planning methodology for software projects. Use when starting a new project, creating implemen…

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process-triage Use when diagnosing runaway processes with the pt wrapper and choosing safe remediation.

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production-placeholder-audit Use when finding mocks, stubs, fake paths, or placeholders leaking into production code. Triggers:

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project-reality-check Use when comparing a project vision to code reality and turning gaps into tracked work. Triggers:

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project-reasoning-lens-analysis Use when analyzing a project through first-principles, systems, adversarial, cost, and user lenses. Triggers:

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release-readiness-gate Use when preparing releases with versioning, changelog, artifacts, smoke tests, tags, and go/no-go. Triggers:

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repeatedly-apply-skill Use when applying a skill repeatedly with progressive deepening for iterative improvement.

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repository-hygiene-sweep Use when cleaning repository branches, worktrees, gc state, large objects, and exclusion rules safely. Triggers:

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research-software Research software tools via source code, GitHub, web. Use when creating skills, learning new tools, finding undocumen…

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ripgrep-search-discipline Use when searching code with rg using precise, fast flags instead of slow grep or find patterns. Triggers:

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ru-multi-repo-workflow Use when using ru for multi-repo commits, sync, GitHub review, or maintenance automation.

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rust-crate-release-readiness Use when preparing a Rust crate release with metadata, semver, docs, tests, packaging, and rollback notes. Triggers:

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rust-port-validation-gauntlet Use when running a Rust port through build, test, clippy, fmt, miri, fuzz, and bench gates. Triggers:

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rust-search-integration Use when adding fast lexical or semantic code search to a Rust project with an ergonomic query API. Triggers:

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rust-sqlite-cli-architecture Use when designing Rust CLIs backed by SQLite with migrations, transactions, tests, and data safety. Triggers:

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