boshu2__agentops/docs/SKILL-ROUTER.md

Skill Router

34 live skills. Choose guidance for a concrete task need; no skill is mandatory. A clear task can proceed in the native agent. Read a skill only when its description fits. Names and descriptions below come from each source SKILL.md; explicit invocation remains available.

Intent, implementation and final judgment

Skill	Use it for
implement	Implement accepted behavior, repair defects or execute a selected wave with per-lane evidence. Use when: coding is authorized and ready; return facts, not a binding verdict.
plan	Define intended behavior, review write scope and assess reversible decisions. Use when: acceptance or approach is unclear before coding; stop once actionable.
validate	Freshly judge a finished change against original acceptance before merge. Use when: independent proof is needed; author tests cannot issue PASS. Triggers: "check this change".

Engineering specialists

Skill	Use it for
doc	Write grounded docs, READMEs, repo instructions or continuity handoffs. Use when: these documents are requested; no reports as a routine completion ritual.
domain	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.
refactor	Simplify structure, interfaces or responsibilities while preserving behavior. Use when: a focused refactor is requested; feature changes need their own intent.
research	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.
reverse-engineer	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.
security	Review code or scan for security vulnerabilities, secrets, dependencies and prompt risks. Use when: concrete exposure needs assessment; never silently change policy.
skill-builder	Create, adapt, consolidate or repair skill packages and projections. Use when: authoring guidance, descriptions or structure; Skill Eval measures behavioral benefit.
skill-eval	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.
test	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.

Memory on demand

Skill	Use it for
memory	Recall reviewed lessons or deliberately mine and curate experience. Use when: prior evidence can change an action, or learning is requested; no mandatory recall or lesson.

Deliberate planning and review strategies

Skill	Use it for
council	Compare independent views on a consequential or contested decision. Use when: the caller selects multiple judges; evidence resolves disagreement, not voting.
craft-goal	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.
idea-genie	Generate evidenced options or challenge an idea. Use when: deciding what to build or comparing alternatives; exploration does not authorize implementation.
postmortem	Analyze outcomes or an interim cutoff. Use when: a postmortem is explicitly requested; consumes available judgment, never gates code acceptance or requires a lesson.
premortem	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".
reality-check	Check whether a claimed shipped feature, repo state or goal status holds up in evidence. Use when: comparing a claim with what exists; a gap report is not a verdict.
rpi	Apply the outcome-to-judgment charter. Use when: the caller explicitly selects RPI; ordinary coding, delegation and native goals do not require this workflow.

Explicit tool and runtime adapters

Skill	Use it for
account-rotation	Switch coding-agent accounts and verify runtime identity. Use when: the caller requests an account change; never rotate automatically to evade a quota.
agent-mail	Coordinate selected writers with Agent Mail messages and advisory file reservations. Use when: this adapter is requested; mail does not own tracker status.
agent-native	Dispatch independent tasks to parallel workers or selected persistent roles. Use when: delegation is authorized with disjoint scopes; execution does not validate output.
agy-native	Run a supplied task in AGY Antigravity and collect its result. Use when: the caller selects AGY; never a fallback for native coding.
cass	Search agent session logs and cited episodes with CASS. Use when: past prompts, decisions or failures may answer a question; repeated text is not a proven lesson.
cc-hooks	Configure Claude Code hooks and narrow enforcement guards. Use when: the caller requests hook installation, repair or policy changes; a hook is not required to use other skills.
codex-exec	Run one prompt through headless Codex and capture its result. Use when: requesting a single noninteractive Codex process. Not for worker batches or retries.
dcg	Diagnose a Destructive Command Guard block or configure its rules. Use when: DCG rejected an operation or policy work is requested; never disguise commands to bypass it.
ms	Find and load guidance with the meta_skill search engine. Use when: searching a skill corpus; CASS owns past sessions and Skill Builder owns package authoring.
ntm	Operate selected NTM agent panes and inspect native state. Use when: persistent tmux roles are requested; pane liveness and prompt delivery are not validation.
rch	Offload one build through RCH or diagnose its remote compiler. Use when: remote compilation is selected; report errors without creating a retry controller.
sbh	Inspect disk pressure with SBH and perform an authorized recovery action. Use when: storage diagnosis or SBH recovery is requested; inspection does not authorize deletion.
using-flywheel	Operate the Agentic Coding Flywheel through its native workflow. Use when: the caller explicitly selects this factory; convergence and closed work do not prove semantic acceptance.
using-gc	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.

Complete inventory

Skill	Tier	Disposition	Hard dependencies	Capabilities	Effects
account-rotation	execution	keep_optional_adapter	-	account_rotation	rotate_agent_account
agent-mail	execution	keep_optional_adapter	-	agent_mail	write_agent_mail_records, install_precommit_guard, authorized_destructive_reset
agent-native	meta	keep_optional_adapter	-	role_dispatch, observe_workers, handoff, dispatch_once	manage_runtime_sessions, invoke_selected_executor
agy-native	cross-vendor	keep_optional_adapter	-	dispatch_explicit_packet, provide_fresh_context	start_agy_session
cass	execution	keep_optional_adapter	-	cass	rebuild_local_index, sync_remote_sources, download_semantic_model
cc-hooks	execution	keep_optional_adapter	-	cc_hooks	write_hook_config, append_guardrail_telemetry, write_session_sentinel
codex-exec	orchestration	keep_optional_adapter	-	codex_exec	run_codex_process, sandbox_tiered_workspace_and_network_effects
council	judgment	keep_strategy	-	collect_independent_judgments, synthesize_disagreement	write_advisory_council_report
craft-goal	judgment	keep_strategy	-	goal_prompt_design, goal_prompt_lint	-
dcg	execution	keep_optional_adapter	-	dcg	write_dcg_config
doc	product	keep_specialist	-	doc, initialize_missing_docs, write_session_handoff	write_documentation, write_requested_handoff, create_requested_evidence_directory
domain	knowledge	keep_specialist	-	domain, clarify_domain_language, reconcile_domain_names	update_existing_domain_contracts
idea-genie	execution	keep_strategy	-	generate_evidenced_options, dueling_idea_genies	write_idea_portfolio
implement	execution	keep	-	execute_one_experiment, collect_factual_evidence	modify_declared_subject, derive_subject_manifest
memory	execution	keep_off_path	-	recall_applicable_context, mine_supported_observations, curate_topic_pages, toil_mining	write_protected_drafts, update_authorized_topic_pages, write_requested_toil_report
ms	execution	keep_optional_adapter	-	ms	spawn_search_server, write_feedback_outcomes, rebuild_search_index
ntm	execution	keep_optional_adapter	-	ntm	manage_ntm_panes, dispatch_pane_commands
plan	execution	keep	-	shape_intent, define_acceptance, bound_write_scope	update_intent_source
postmortem	judgment	keep_strategy	-	postmortem	write_postmortem_report
premortem	judgment	keep_strategy	-	challenge_plan	write_advisory_plan_review
rch	execution	keep_optional_adapter	-	rch	remote_compilation_offload, authorized_remote_daemon_worker_mutation
reality-check	judgment	keep_strategy	-	compare_claim_to_evidence, measure_declared_goals, report_native_status	write_advisory_gap_report, write_goal_snapshot, write_requested_rendered_spec
refactor	execution	keep_specialist	-	refactor	modify_source_files
research	execution	keep_specialist	-	research, codebase_recon, pattern_mining	write_research_report, write_recon_pack, write_pattern_evidence
reverse-engineer	execution	keep_specialist	-	reverse_engineer	clone_upstream_repo, authorized_binary_execution, write_teardown_artifacts
rpi	meta	keep_strategy	plan, implement, validate	own_authorized_outcome, report	dispatch_core_phases
sbh	execution	keep_optional_adapter	-	sbh	delete_reclaimable_files, release_disk_ballast, modify_host_storage_config
security	product	keep_specialist	-	security	write_scan_artifacts
skill-builder	meta	keep_specialist	-	skill_builder, heal_skill, export_skill, distill_expertise	write_skill_source, write_build_report, regenerate_skill_projections, repair_skill_projections, write_converted_skill_projection, write_advisory_proposal
skill-eval	meta	keep_specialist	-	author_seeded_probe, run_probe_tier, evaluate_skill_decision	write_probe_package, dispatch_probe_producer
test	execution	keep_specialist	-	test	write_test_files, write_test_evidence, modify_source_files
using-flywheel	execution	keep_optional_adapter	-	route_to_native_flywheel_workflow, expose_agentops_skills, observe_flywheel_runtime	-
using-gc	execution	keep_optional_adapter	-	dispatch_explicit_packet, observe_gc_runtime, inspect_pack_registries, drive_mayor_door	operate_gas_city, configure_codex_trust
validate	judgment	keep	-	compute_subject_identity, judge_acceptance, return_validation_result, persist_verdict	write_verdict_artifact