/honcho-cli
Inspect and debug Honcho workspaces via the `honcho` CLI. Use when investigating peer representations, memory state, session context, queue status, or dialectic quality — any task that requires introspection of a Honcho deployment.
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Inspect and debug Honcho workspaces via the `honcho` CLI. Use when investigating peer representations, memory state, session context, queue status, or dialectic quality — any task that requires introspection of a Honcho deployment.
SKILL.md
honcho-cli.SKILL.mdname: honcho-cli
description: Inspect and debug Honcho workspaces via the `honcho` CLI. Use when investigating peer representations, memory state, session context, queue status, or dialectic quality — any task that requires introspection of a Honcho deployment.
allowed-tools: Bash(honcho:*), Bash(jq:*), Read, Grep
Honcho CLI
`honcho` wraps the Honcho Python SDK with agent-friendly defaults: JSON output, structured errors, input validation. Use it to inspect workspace state, debug peer memory, and diagnose the dialectic.
Output & config
- **TTY**: human-readable tables (default when interactive)
- **Piped / `--json`**: JSON — collection commands emit arrays, single-resource commands emit objects
- **Exit codes**: `0` success · `1` client error (bad input, not found) · `2` server error · `3` auth error
- **Config**: `~/.honcho/config.json` (shared with other Honcho tools). The CLI owns `apiKey` and `environmentUrl` at the top level; run `honcho init` to confirm or set them. Per-command scope (workspace / peer / session) is via `-w` / `-p` / `-s` flags or `HONCHO_*` env vars.
Command groups
- `honcho config` — CLI configuration
- `honcho workspace` — inspect, delete, search
- `honcho peer` — inspect, card, chat, search
- `honcho session` — inspect, messages, context, summaries
- `honcho message` — list and get
- `honcho conclusion` — list, search, create, delete
Rules
- Always pass `--json` when processing output programmatically.
- Run `honcho peer inspect` before `honcho peer chat` to understand context.
- Use `honcho session context` to see exactly what an agent receives.
- Never run `honcho workspace delete` without `honcho workspace inspect` first.
- Check queue status when derivation seems stalled.
- Compare peer card with conclusions to understand memory state.
Inspection tour
When orienting to a Honcho deployment, walk outside-in:
1. Understand the workspace
honcho workspace inspect --json
2. Find the peer
honcho peer list --json
honcho peer inspect <peer_id> --json
3. Check peer's memory
honcho peer card <peer_id> --json
honcho conclusion list --observer <peer_id> --json
honcho conclusion search "topic" --observer <peer_id> --json
4. Debug a session
honcho session inspect <session_id> --json
honcho message list <session_id> --last 20 --json
honcho session context <session_id> --json
honcho session summaries <session_id> --json
5. Search across workspace
honcho workspace search "query" --json
honcho peer search <peer_id> "query" --json
Debugging playbook
Peer not learning?
# Is observation enabled?
honcho peer inspect <peer_id> --json | jq '.configuration'
# Is the deriver queue processing messages?
honcho workspace queue-status --json
# What conclusions exist?
honcho conclusion list --observer <peer_id> --json
honcho conclusion search "expected topic" --observer <peer_id> --json
Session context looks wrong?
# Raw context an agent would receive
honcho session context <session_id> --json
# Summaries feeding the context
honcho session summaries <session_id> --json
# Recent message history
honcho message list <session_id> --last 50 --json
Dialectic giving bad answers?
# What the peer card says
honcho peer card <peer_id> --json
# Conclusions on the specific topic
honcho conclusion search "topic" --observer <peer_id> --json
# Exercise the dialectic directly
honcho peer chat <peer_id> "what do you know about X?" --json
Read more
name: honcho-cli description: Inspect and debug Honcho workspaces via the `honcho` CLI. Use when investigating peer representations, memory state, session context, queue status, or dialectic quality — any task that requires introspection of a Honcho deployment. allowed-tools: Bash(honcho:*), Bash(jq:*), Read, Grep
Honcho CLI
`honcho` wraps the Honcho Python SDK with agent-friendly defaults: JSON output, structured errors, input validation. Use it to inspect workspace state, debug peer memory, and diagnose the dialectic.
Output & config
- **TTY**: human-readable tables (default when interactive)
- **Piped / `--json`**: JSON — collection commands emit arrays, single-resource commands emit objects
- **Exit codes**: `0` success · `1` client error (bad input, not found) · `2` server error · `3` auth error
- **Config**: `~/.honcho/config.json` (shared with other Honcho tools). The CLI owns `apiKey` and `environmentUrl` at the top level; run `honcho init` to confirm or set them. Per-command scope (workspace / peer / session) is via `-w` / `-p` / `-s` flags or `HONCHO_*` env vars.
Command groups
- `honcho config` — CLI configuration
- `honcho workspace` — inspect, delete, search
- `honcho peer` — inspect, card, chat, search
- `honcho session` — inspect, messages, context, summaries
- `honcho message` — list and get
- `honcho conclusion` — list, search, create, delete
Rules
- Always pass `--json` when processing output programmatically.
- Run `honcho peer inspect` before `honcho peer chat` to understand context.
- Use `honcho session context` to see exactly what an agent receives.
- Never run `honcho workspace delete` without `honcho workspace inspect` first.
- Check queue status when derivation seems stalled.
- Compare peer card with conclusions to understand memory state.
Inspection tour
When orienting to a Honcho deployment, walk outside-in:
1. Understand the workspace
honcho workspace inspect --json
2. Find the peer
honcho peer list --json honcho peer inspect <peer_id> --json
3. Check peer's memory
honcho peer card <peer_id> --json honcho conclusion list --observer <peer_id> --json honcho conclusion search "topic" --observer <peer_id> --json
4. Debug a session
honcho session inspect <session_id> --json honcho message list <session_id> --last 20 --json honcho session context <session_id> --json honcho session summaries <session_id> --json
5. Search across workspace
honcho workspace search "query" --json honcho peer search <peer_id> "query" --json
Debugging playbook
Peer not learning?
# Is observation enabled? honcho peer inspect <peer_id> --json | jq '.configuration' # Is the deriver queue processing messages? honcho workspace queue-status --json # What conclusions exist? honcho conclusion list --observer <peer_id> --json honcho conclusion search "expected topic" --observer <peer_id> --json
Session context looks wrong?
# Raw context an agent would receive honcho session context <session_id> --json # Summaries feeding the context honcho session summaries <session_id> --json # Recent message history honcho message list <session_id> --last 50 --json
Dialectic giving bad answers?
# What the peer card says honcho peer card <peer_id> --json # Conclusions on the specific topic honcho conclusion search "topic" --observer <peer_id> --json # Exercise the dialectic directly honcho peer chat <peer_id> "what do you know about X?" --json
Repo: plastic-labs/honcho
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- /honcho-integration
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Open skill - /migrate-honcho-py
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Open skill - /migrate-honcho-ts
Migrates Honcho TypeScript SDK code from v1.6.0 to v2.1.1. Use when upgrading @honcho-ai/sdk, fixing breaking changes after upgrade, or when errors mention removed APIs like .core, getConfig, observations, or snake_case properties.
Open skill - /verify
Build, launch, and drive a local Honcho stack to verify a change at its runtime surface (the /v3 HTTP API and the deriver queue). Use when verifying a diff or confirming a change works in the running app.
Open skill

