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agencycli-usage

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Atualizado9 de julho de 2026 às 03:54

Operate the agencycli tool — create agencies, teams, projects, and hire AI agents into working directories.

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chenhg5

chenhg5/agencycli

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Ocupações relacionadasSOC

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Desenvolvedores de softwareInformática e Matemática·SOC 15-1252

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name	agencycli-usage
description	Operate the agencycli tool — create agencies, teams, projects, and hire AI agents into working directories.

Skill: agencycli Usage

agencycli is the CLI tool that builds and manages this agency. Use it to manage teams, projects, agents, tasks, and inter-agent communication.

Workspace

The current agency workspace is at: $AGENCY_DIR

All commands auto-discover the workspace when run from inside it, or use --dir:

agencycli --dir $AGENCY_DIR <command>

Discover what exists

agencycli --dir $AGENCY_DIR list teams      # all teams
agencycli --dir $AGENCY_DIR list projects   # all projects
agencycli --dir $AGENCY_DIR list agents     # all agents across all projects
agencycli --dir $AGENCY_DIR list skills     # available skills

agencycli --dir $AGENCY_DIR show team engineering
agencycli --dir $AGENCY_DIR show project cc-connect
agencycli --dir $AGENCY_DIR show agent cc-connect pm
agencycli --dir $AGENCY_DIR show agent cc-connect pm --raw  # full merged context

Tasks

Add a task for an agent

agencycli --dir $AGENCY_DIR task add \
  --project <project> --agent <agent> \
  --title "Task title" \
  --prompt "Detailed instructions..." \
  --priority <0-3>   # 0=critical 1=high 2=normal(default) 3=low

View the task queue (sorted by priority)

agencycli --dir $AGENCY_DIR task list --project <project> --agent <agent>
agencycli --dir $AGENCY_DIR task list --project <project> --agent <agent> --status pending

Control tasks

agencycli --dir $AGENCY_DIR task set <task-id> [--title T] [--status S] [--priority N] \
  [--due-date YYYY-MM-DD] [--estimate-duration 30m] [--parent ID] [--label L]...
agencycli --dir $AGENCY_DIR task stats [--since today] [--project P] [--agent A] [--assignee X] \
  [--label L] [--by agent|assignee|label|label:value|label:category] [--detail] [--format json]
agencycli --dir $AGENCY_DIR task cancel <task-id>
agencycli --dir $AGENCY_DIR task retry  <task-id>

# Emergency halt — cancel all pending (and optionally running) tasks
agencycli --dir $AGENCY_DIR task stop-all \
  --project <project> --all-agents
agencycli --dir $AGENCY_DIR task stop-all \
  --project <project> --agent <agent> --include-running

View token usage and cost

# One agent
agencycli --dir $AGENCY_DIR task tokens \
  --project <project> --agent <agent>

# All agents in a project
agencycli --dir $AGENCY_DIR task tokens \
  --project <project> --all-agents

# Specific task
agencycli --dir $AGENCY_DIR task tokens \
  --project <project> --agent <agent> --task <task-id>

Task done / confirm-request (called by agents inside their prompt)

# Report completion
agencycli --dir $AGENCY_DIR task done \
  --id $TASK_ID --status success --summary "Brief description of what was done"

# Report failure
agencycli --dir $AGENCY_DIR task done \
  --id $TASK_ID --status failed --error "reason"

# Request human input before proceeding (non-blocking)
agencycli --dir $AGENCY_DIR task confirm-request \
  --id $TASK_ID \
  --summary "PR #42 ready, awaiting merge approval" \
  --action-item "Review: gh pr view 42 --repo org/repo" \
  --action-item "Approve: inbox reply <msg-id> --body 'approve'" \
  --action-item "Hold: inbox reply <msg-id> --body 'hold <reason>'"

After confirm-request, the task is archived (non-blocking). The human replies via inbox reply and the agent continues on their next wakeup.

Inbox — async messages (non-blocking)

Any participant (human or agent) can send non-blocking messages to any other participant. The recipient reads them on their next wakeup — the scheduler automatically injects unread messages at the top of the wakeup prompt.

Participant address format

Human: human
Agent: <project>/<agent> — e.g. cc-connect/pm, cc-connect/dev-claude

Send a message

# Human → agent
agencycli --dir $AGENCY_DIR inbox send \
  --to <project>/<agent> \
  --subject "Subject" \
  --body "Body"

# Agent → human
agencycli --dir $AGENCY_DIR inbox send \
  --from <project>/<agent> --to human \
  --subject "Subject" --body "Body"

# Agent → agent
agencycli --dir $AGENCY_DIR inbox send \
  --from <project>/pm --to <project>/dev \
  --subject "Extra context for task <id>" \
  --body "Details..."

# Group send (repeat --to for multiple recipients)
agencycli --dir $AGENCY_DIR inbox send \
  --from <project>/pm \
  --to <project>/dev --to <project>/qa --to human \
  --subject "Sprint kick-off" --body "..."

Read messages

agencycli --dir $AGENCY_DIR inbox messages                          # human's unread
agencycli --dir $AGENCY_DIR inbox messages --recipient <project>/pm # agent's mailbox
agencycli --dir $AGENCY_DIR inbox messages --from <project>/qa      # filter by sender
agencycli --dir $AGENCY_DIR inbox messages --all                    # include read
agencycli --dir $AGENCY_DIR inbox messages --archived               # archived only
agencycli --dir $AGENCY_DIR inbox messages --mark-read              # mark all read

Reply / Forward

agencycli --dir $AGENCY_DIR inbox reply <msg-id> --from <address> --body "..."
agencycli --dir $AGENCY_DIR inbox fwd   <msg-id> --to <address> --note "..."

Per-message status

agencycli --dir $AGENCY_DIR inbox read    <msg-id>
agencycli --dir $AGENCY_DIR inbox archive <msg-id>
agencycli --dir $AGENCY_DIR inbox delete  <msg-id>
agencycli --dir $AGENCY_DIR inbox rm      <msg-id>   # alias for delete

Heartbeat scheduler

agencycli --dir $AGENCY_DIR scheduler start
agencycli --dir $AGENCY_DIR scheduler stop
agencycli --dir $AGENCY_DIR scheduler status

# Configure an agent's heartbeat
agencycli --dir $AGENCY_DIR scheduler heartbeat \
  --project <project> --agent <agent> \
  --enable --interval 30m \
  --active-hours "09:00-20:00" \
  --active-days weekdays

# Set or update the wakeup routine (runs when task queue is empty)
agencycli --dir $AGENCY_DIR scheduler heartbeat \
  --project <project> --agent <agent> \
  --wakeup-prompt-file projects/<project>/agents/<agent>/wakeup.md

When the scheduler wakes an agent:

If pending tasks exist → runs the highest-priority task
If queue is empty and a wakeup routine is set → runs wakeup.md as a synthetic task
Any unread messages for the agent are auto-prepended to the prompt

Cron jobs

agencycli --dir $AGENCY_DIR cron add \
  --project <project> --agent <agent> \
  --title "Weekly backlog review" \
  --schedule "0 9 * * 1" \
  --prompt "Review the backlog and reprioritise for the week..."

agencycli --dir $AGENCY_DIR cron list    --project <project> --agent <agent>
agencycli --dir $AGENCY_DIR cron disable <cron-id> --project <project> --agent <agent>

OKRs (Objectives and Key Results)

OKRs support three scope levels: agency (global), project, and agent. Child OKRs can link to a parent via --parent for hierarchical alignment.

# List — filter by scope and/or quarter
agencycli --dir $AGENCY_DIR okr list
agencycli --dir $AGENCY_DIR okr list --quarter 2026-Q2
agencycli --dir $AGENCY_DIR okr list --scope project --scope-ref my-service
agencycli --dir $AGENCY_DIR okr list --scope agent --scope-ref my-service/dev

# Create — specify scope level
agencycli --dir $AGENCY_DIR okr create \
  --objective "Ship v2.0" --owner human --quarter 2026-Q2
agencycli --dir $AGENCY_DIR okr create \
  --objective "Reduce latency" --scope project --scope-ref my-service
agencycli --dir $AGENCY_DIR okr create \
  --objective "Improve autonomy" --scope agent --scope-ref my-service/dev \
  --parent <parent-okr-id> --description "Detailed description"

# Show / Update / Delete
agencycli --dir $AGENCY_DIR okr show <okr-id>
agencycli --dir $AGENCY_DIR okr update <okr-id> --status at_risk
agencycli --dir $AGENCY_DIR okr update <okr-id> --scope project --scope-ref my-service
agencycli --dir $AGENCY_DIR okr delete <okr-id>

# Key Results
agencycli --dir $AGENCY_DIR okr kr add \
  --okr <okr-id> --description "Reduce p95 latency" --target 200 --unit ms
agencycli --dir $AGENCY_DIR okr kr update \
  --okr <okr-id> --kr <kr-id> --current 150

# Review notes
agencycli --dir $AGENCY_DIR okr review \
  --okr <okr-id> --note "Good progress this week" --author human

OKR scope: agency (default), project, agent. Status: on_track, in_progress, at_risk, off_track, achieved. Progress is auto-calculated from Key Results.

When completing a task, check if it advances any Key Result and update accordingly.

Milestones

agencycli --dir $AGENCY_DIR milestone list --project <project>
agencycli --dir $AGENCY_DIR milestone create --project <project> \
  --title "Beta Release" --due-date 2026-05-01 --owner human \
  --criteria "All P0 bugs fixed" --criteria "Docs updated"
agencycli --dir $AGENCY_DIR milestone show <ms-id> --project <project>
agencycli --dir $AGENCY_DIR milestone update <ms-id> --project <project> \
  --progress 75 --status in_progress
agencycli --dir $AGENCY_DIR milestone delete <ms-id> --project <project>

Milestone status: planned, in_progress, completed, cancelled.

Context sync

agencycli --dir $AGENCY_DIR sync                                # all agents with changed context
agencycli --dir $AGENCY_DIR sync --project <project>           # one project
agencycli --dir $AGENCY_DIR sync --project <project> --name <agent>  # one agent
agencycli --dir $AGENCY_DIR sync --force                        # force regenerate everything

Context Inheritance

Every hired agent automatically receives context in this order:

agency-prompt.md — global rules, values
teams/<team>/prompt.md — team-specific standards
teams/<team>/roles/<role>/prompt.md — role responsibilities
projects/<project>/prompt.md — project background and tech stack
skills — all skills listed in the team's team.yaml and role's role.yaml