From agentops
Provides shared reference documents (e.g. validation contracts, CLI command references) and availability-check patterns used by multiple skills. Not directly invocable, loaded JIT by other skills.
How this skill is triggered — by the user, by Claude, or both
Slash command
/agentops:sharedThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
This directory contains shared reference documents used by multiple skills:
references/backend-background-tasks.mdreferences/backend-claude-teams.mdreferences/backend-codex-subagents.mdreferences/backend-inline.mdreferences/claude-cli-verified-commands.mdreferences/claude-code-latest-features.mdreferences/cli-command-failures-2026-02-26.mdreferences/codex-cli-verified-commands.mdreferences/compaction-signals.mdreferences/content-hash-cache.mdreferences/cross-harness-skill-parity.mdreferences/orchestration-as-prompt.mdreferences/ralph-loop-contract.mdreferences/stale-scope-validation.mdreferences/strict-delegation-contract.mdreferences/substring-rename-overreach.mdscripts/validate.shvalidation-contract.mdThis directory contains shared reference documents used by multiple skills:
validation-contract.md - Verification requirements for accepting spawned workreferences/claude-code-latest-features.md - Claude Code feature contract (slash commands, agent isolation, hooks, settings)references/backend-claude-teams.md - Concrete examples for Claude native teams (TeamCreate + SendMessage)references/backend-codex-subagents.md - Concrete examples for Codex CLI and Codex sub-agentsreferences/backend-background-tasks.md - Fallback: Task(run_in_background=true)references/backend-inline.md - Default single-agent mode (no spawn) — the baseline, not a degradationreferences/claude-cli-verified-commands.md - Verified Claude CLI command shapes and caveatsreferences/codex-cli-verified-commands.md - Verified Codex CLI command shapes and caveatsreferences/cli-command-failures-2026-02-26.md - Dated failure log and mitigations from live runsThese are not directly invocable skills. They are loaded by other skills (council, crank, swarm, research, implement) when needed.
All skills that reference external CLIs MUST degrade gracefully when those CLIs are absent.
# Before using any external CLI, check availability
if command -v bd &>/dev/null; then
# Full behavior with bd
else
echo "Note: bd CLI not installed. Using plain text tracking."
# Fallback: use TaskList, plain markdown, or skip
fi
| Capability | When Missing | Fallback Behavior |
|---|---|---|
bd | Issue tracking unavailable | Use TaskList for tracking. Note "install bd for persistent issue tracking" |
ao | Knowledge flywheel unavailable | Write learnings to .agents/learnings/ directly. Skip flywheel metrics |
out-of-session substrate (ntm / ao agent) | Always-on orchestration unavailable | Run the loop in-session (/rpi, /evolve). A substrate (an NTM tmux swarm or managed-agents via ao agent) only adds always-on dispatch of whole ao rpi//evolve loops — see agent-native and docs/3.0.md |
gt | Workspace management unavailable | Work in current directory. Skip convoy/sling operations |
gh | PR/CI automation unavailable | Open PRs via the web UI; skip automated PR status/merge steps |
go | Build-from-source unavailable | Install a prebuilt ao (Homebrew / install script / release binary); no Go needed |
codex | CLI missing or model unavailable | Fall back to runtime-native agents. Council pre-flight checks CLI presence (which codex) and model availability for --mixed mode. |
cass | Session search unavailable | Skip transcript search. Note "install cass for session history" |
jq | JSON parsing unavailable | Read --json output manually or use non-JSON output modes |
rg (ripgrep) | Fast search unavailable | Fall back to grep / git grep (slower) |
| Model tier config | .agentops/config.yaml missing | Use built-in defaults (quality=opus, balanced=sonnet, budget=haiku). Tier resolution falls through to "balanced". |
Full per-tool purpose, required-vs-optional, and fallback detail: docs/dependencies.md. The README "Requirements" section summarizes; this doc page is the canonical detail.
Council, swarm, and crank require a runtime that provides these capabilities. If a capability is missing, the corresponding feature degrades.
| Capability | What it does | If missing |
|---|---|---|
| Spawn subagent | Create a parallel agent with a prompt | Cannot run multi-agent. Fall back to --quick (inline single-agent). |
| Agent-to-agent messaging | Send a message to a specific agent | No debate R2. Workers run fire-and-forget. |
| Broadcast | Message all agents at once | Per-agent messaging fallback. |
| Graceful shutdown | Request an agent to terminate | Agents terminate on their own when done. |
| Shared task list | Agents see shared work state | Lead tracks manually. |
Every runtime maps these capabilities to its own API. Skills describe WHAT to do, not WHICH tool to call.
After detecting your backend (see Backend Detection below), load the matching reference for concrete tool call examples:
| Backend | Reference |
|---|---|
| Claude feature contract | skills/shared/references/claude-code-latest-features.md |
| Claude Native Teams | skills/shared/references/backend-claude-teams.md |
| Codex Sub-Agents / CLI | skills/shared/references/backend-codex-subagents.md |
| Background Tasks (fallback) | skills/shared/references/backend-background-tasks.md |
| Inline (no spawn) | skills/shared/references/backend-inline.md |
Use capability detection at runtime, not hardcoded tool names. The same skill must work across any agent harness that provides multi-agent primitives. If no multi-agent capability is detected, degrade to single-agent inline mode (--quick).
Selection policy (NTM > runtime-native > beads floor):
Global opt-out first: if AGENTOPS_ORCHESTRATION=off is set, skip all spawn backends and degrade to the beads floor (single-agent inline / --quick; workers' work is tracked through bd). This mirrors the AGENTOPS_HOOKS_DISABLED=1 convention. Otherwise, select in this order:
ntm is on PATH, capability-probe it with ntm --robot-capabilities. When the probe confirms multi-agent primitives, use NTM as the primary backend.TeamCreate/SendMessage, use Claude Native Teams; in a Codex session with spawn_agent, use Codex sub-agents. If both are technically available, pick the backend native to the current runtime unless the user explicitly requests mixed/cross-vendor execution. Only use background tasks when neither native backend is available.--quick).
gcis NOT a selectable tier. AgentOps no longer references Gas City; out-of-session orchestration is delegated to a swappable substrate (NTM + MCP + managed-agents — see docs/3.0.md). Any residualgc-based dispatch prose in older swarm/crank reference files is historical only and is never selected.
Output-contract parity is unchanged across all tiers: workers write results to .agents/swarm/results/*.json, and the lead verifies-then-trusts those artifacts. This invariant holds whether the backend is NTM, a runtime-native team, or the beads floor.
| Operation | Codex Sub-Agents | Claude Native Teams | OpenCode Subagents | Inline Fallback |
|---|---|---|---|---|
| Spawn | spawn_agent(message=...) | TeamCreate + Task(team_name=...) | task(subagent_type="general", prompt=...) | Execute inline |
| Spawn (read-only) | spawn_agent(message=...) | Task(subagent_type="Explore") | task(subagent_type="explore", prompt=...) | Execute inline |
| Wait | wait(ids=[...]) | Completion via SendMessage | Task returns result directly | N/A |
| Retry/follow-up | send_input(id=..., message=...) | SendMessage(type="message", ...) | task(task_id="<prior>", prompt=...) | N/A |
| Cleanup | close_agent(id=...) | shutdown_request + TeamDelete() | None (sub-sessions auto-terminate) | N/A |
| Inter-agent messaging | send_input | SendMessage | Not available | N/A |
| Debate (R2) | Supported | Supported | Not supported (no messaging) | N/A |
OpenCode limitations:
--debate) — requires messaging between judges--quick (inline) mode works identically across all backendsPrefer native teams over background tasks. Native teams provide messaging, redirect, and graceful shutdown. Background tasks are fire-and-forget with no steering — only a speedometer and emergency brake.
| Capability | Codex Sub-Agents | Claude Native Teams | Background Tasks |
|---|---|---|---|
| Observe output | wait() result | SendMessage delivery | TaskOutput (tail) |
| Send message mid-flight | send_input | SendMessage | NO |
| Pause / resume | NO | Idle → wake via SendMessage | NO |
| Graceful stop | close_agent | shutdown_request | TaskStop (lossy) |
| Redirect to different task | send_input | SendMessage | NO |
| Adjust scope mid-flight | send_input | SendMessage | NO |
| File conflict prevention | Manual git worktree routing | Native isolation: worktree + lead-only commits | None |
| Process isolation | YES (sub-process) | Shared worktree | Shared worktree |
When to use each:
| Scenario | Backend |
|---|---|
| Quick parallel tasks, coordination needed | Claude Native Teams |
| Codex-specific execution | Codex Sub-Agents |
| No team APIs available (last resort) | Background Tasks |
Skills that chain to other skills (e.g., /rpi calls /research, /validate calls /council) MUST handle runtime differences:
| Runtime | Tool | Behavior | Pattern |
|---|---|---|---|
| Claude Code | Skill(skill="X", args="...") | Executable — skill runs as a sub-invocation | Skill(skill="council", args="--quick validate recent") |
| Codex | N/A | Skills not available — inline the logic or skip | Check if Skill tool exists before calling |
| OpenCode | skill tool (read-only) | Load-only — returns <skill_content> blocks into context | Call skill(skill="council"), then follow the loaded instructions inline |
OpenCode skill chaining rules:
skill tool to load the target skill's content into context/council) in OpenCode — it triggers a command lookup, not skill loadingCross-runtime tool mapping:
| Claude Code | OpenCode | Notes |
|---|---|---|
Task(subagent_type="...") | task(subagent_type="...") | Same semantics, different casing |
Skill(skill="X") | skill tool (read-only) | Load content, then follow inline |
AskUserQuestion | question | Same purpose, different name |
TaskCreate, TaskUpdate, TaskList, TaskGet | todo | Task tracking (Claude uses 4 tools, OpenCode uses 1) |
Read, Write, Edit, Bash, Glob, Grep | Same names | Identical across runtimes |
npx claudepluginhub boshu2/agentops --plugin agentopsKnowledge base on Claude Code formats, patterns, and configurations for commands, agents, skills, hooks, memory, plugins, settings. Use for creating, improving, auditing components.
Guides creation of modular Agent Skills with progressive disclosure, covering skill structure, SKILL.md format, and best practices for capability uplift and encoded preference categories.
Reference guide for Claude Code skills: SKILL.md format, frontmatter, hooks, context fork, best practices. Use when creating, modifying, or understanding skills.