agent-dispatch
>-
Supply asset profile
Coding and developer agents
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + Cursor + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add shipshitdev/skills --skill agent-dispatch
Maintenance
fresh
3d since push
Risk
Needs review
License is unclear
GitHub quality
33
57/100 Quality · 66/100 Trust
Coverage tags
Review notes
License is unclear · The skill depends on external skills (agent-architecture-audit, agent-config-audit, agent-folder-init, setup-agent-routing) that are not included in the repository. This may cause runtime failures if those skills are not installed.
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Choose a stronger alternative or inspect the source manually before any install attempt.
Stars
33 GitHub stars
Repo activity
33 stars, 3 forks
Maintenance
3d since push
License
Unknown
Install
npx skills add shipshitdev/skills --skill agent-dispatch
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Review before production
- The skill depends on external skills (agent-architecture-audit, agent-config-audit, agent-folder-init, setup-agent-routing) that are not included in the repository. This may cause runtime failures if those skills are not installed.
- License is unclear
- Low GitHub adoption signal
- Quality score needs review
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is unclear
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Browser automation workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Navigate pages
Suited agents
Install decision
- Command
- npx skills add shipshitdev/skills --skill agent-dispatch
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 58/100
- Audit
- 71/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add shipshitdev/skills --skill agent-dispatchDo not use when
- teams that need a vendor-supported SLA
- production agents without a repository review
- Low GitHub adoption signal
- The skill depends on external skills (agent-architecture-audit, agent-config-audit, agent-folder-init, setup-agent-routing) that are not included in the repository. This may cause runtime failures if those skills are not installed.
- No OpenAgentSkill engagement data yet
Agent safety v2
43/100 · Avoid automatic install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- High-risk permission hints: Shell or command execution
- License is unclear
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install shipshitdev-agent-dispatchAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20agent-dispatch%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20agent-dispatch%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/shipshitdev-agent-dispatch/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use agent-dispatch in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20agent-dispatch%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/shipshitdev-agent-dispatch/install
Install command: npx skills add shipshitdev/skills --skill agent-dispatch
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/shipshitdev-agent-dispatch/install
LLM text format
/api/skills/shipshitdev-agent-dispatch/install?format=text
Find alternatives
/api/skills/search?q=agent-dispatch&limit=3
Agent prompt
Use agent-dispatch for this task. Review https://www.openagentskill.com/api/skills/shipshitdev-agent-dispatch/install, then install with: npx skills add shipshitdev/skills --skill agent-dispatchRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/shipshitdev-agent-dispatch
LLM text
/api/registry/manifest/shipshitdev-agent-dispatch?format=text
Install alias
/api/registry/install/shipshitdev-agent-dispatch
Recommend
/api/registry/recommend?task=Use%20agent-dispatch%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
Use-case tags
Platforms
Claude Code, Cursor
Audit report
Needs review · 71/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Needs validation for Browser automation
Do a manual repository review before adding this to an agent workflow.
Role in stack
Needs validation
Primary fit
Browser automation
Trust label
Needs manual review
Install path
Command ready
Use when
- Browser automation workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- recent repository activity
- install command or GitHub repo available
- 57/100 quality profile
review first
- Low GitHub adoption signal
- The skill depends on external skills (agent-architecture-audit, agent-config-audit, agent-folder-init, setup-agent-routing) that are not included in the repository. This may cause runtime failures if those skills are not installed.
- No OpenAgentSkill engagement data yet
Implementation path
- 1Install it in a sandbox agent and run one Browser automation task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Do not auto-install
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
GitHub adoption
CHECK33 GitHub stars
Stars/forks activity
CHECK33 stars, 3 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
CHECKUnknown
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- The skill depends on external skills (agent-architecture-audit, agent-config-audit, agent-folder-init, setup-agent-routing) that are not included in the repository. This may cause runtime failures if those skills are not installed.
- License is unclear
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 33 GitHub stars
- Stars/forks activity: 33 stars, 3 forks; issue activity unavailable in current metadata
- License clarity: Unknown
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Choose a stronger alternative or inspect the source manually before any install attempt.
Quality profile
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Operate web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
Operate local tools
Local desktop
I need my agent to operate local files and desktop apps in a repeatable workflow.
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Workflow fit
Add it to a complete workflow
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Compare before you install
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Overview
--- name: agent-dispatch description: >- Single front door for agent/subagent architecture, config, and setup. Parses a subcommand — audit, config, init, or route — and routes to the right engine: agent-architecture-audit (diagnose LLM wrapper and agent failures), agent-config-audit (audit and sync AI agent config files across workspaces), agent-folder-init (add or repair .agents/ project context for a repo), or setup-agent-routing (write a machine-readable routing block in CLAUDE.md/AGENTS.md). Backs the /agent command. Use when asked to audit an agent system, check config drift, initialize agent docs, or wire up routing, and the action must be picked from an argument like "audit", "config", "init", or "route". metadata: version: "1.1.0" tags: "agents, dispatcher, architecture, config, setup, routing, orchestration" author: Ship Shit Dev when_to_use: "/agent, agent audit, config audit, init agent folder, setup agent routing, audit LLM wrappers, check agent config drift, add .agents/ folder, wire up dev-loop routing" disable-model-invocation: true ---
# Agent Dispatch
The router behind `/agent`. Turns a subcommand into the right action and delegates. Contains no logic of its own — delegates to `agent-architecture-audit`, `agent-config-audit`, `agent-folder-init`, and `setup-agent-routing`.
## Contract
Inputs:
- A single argument string (may be empty) parsed into a `mode`.
Outputs:
- For `audit`: a severity-ranked findings report diagnosing LLM wrapper and agent failures, with a layer-by-layer fix plan. - For `config`: an audit report covering AGENTS.override.md, AGENTS.md, configured fallbacks, CLAUDE.md, .cursorrules, hooks, and settings, with proposed fixes. - For `init`: a scaffolded `.agents/` folder structure plus root agent entry files, with a summary of files created versus skipped. - For `route`: a drafted `## Agent skills` routing block in CLAUDE.md/AGENTS.md and seeded `docs/agents/` reference files. - For _(empty)_: a one-line domain status summary and the Usage block.
Creates/Modifies:
- Nothing directly. The delegated skill performs any mutation behind its own confirmation gate.
External Side Effects:
- None by default. The delegated skills may read git remotes, `gh` APIs, or workspace files when resolving routing state.
Confirmation Required:
- This skill is explicit-invoke only (`disable-model-invocation`). Each delegated skill owns its own confirmation gate before writing files or changing config. This router does not relax them.
Delegates To:
- `agent-architecture-audit` for `audit` (diagnose LLM and agent wrapper failures). - `agent-config-audit` for `config` (audit and sync agent config files). - `agent-folder-init` for `init` (scaffold or repair the `.agents/` folder). - `setup-agent-routing` for `route` (write the dev-loop routing block).
## Step 1 — Parse the Subcommand
Resolve the raw argument into a `mode`.
| Argument | Mode | Delegates to | |---|---|---| | _(empty)_ | `status` | none — print a one-line domain summary + Usage block | | `audit` | `audit` | `agent-architecture-audit` | | `config` | `config` | `agent-config-audit` | | `init` | `init` | `agent-folder-init` | | `route` | `route` | `setup-agent-routing` |
If the argument matches none of these, report the unrecognized input and print the Usage block — do not guess a mode.
## Step 2 — Route
- **status →** print a one-line summary of the agent domain (no mutation), then show the Usage block. - **audit →** apply the `agent-architecture-audit` skill. - **config →** apply the `agent-config-audit` skill. - **init →** apply the `agent-folder-init` skill. - **route →** apply the `setup-agent-routing` skill.
## Usage
```bash /agent # status: one-line domain summary + usage /agent audit # diagnose LLM wrapper regressions, prompt/memory contamination, tool discipline failures /agent config # audit and sync AGENTS.md, overrides, fallbacks, CLAUDE.md, hooks, and settings /agent init # scaffold or repair the .agents/ folder and root agent entry files for a repo /agent route # write the ## Agent skills routing block in CLAUDE.md/AGENTS.md + docs/agents/ ```
## Anti-Patterns
- **Re-implementing logic here.** All domain logic belongs in the routed skill. - **Guessing on an unknown argument.** Print Usage instead — a wrong guess could overwrite config or scaffold into the wrong directory. - **Skipping the delegated skill's confirmation gate.** Each routed skill controls its own writes. - **Auto-running a mutating sub-skill on an empty argument.** The default mode prints status only; it never initiates a write.
Technical details
- Version
- 1.0.0
- License
- Unknown
- Last updated
- Aug 23, 2026
- Published
- Aug 23, 2026
Decision snapshot
Needs validation
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 69/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for agent-dispatch, ready for a manual X post.
A practical pick for a repeatable workflow: agent-dispatch: >- 33 stars https://www.openagentskill.com/skills/shipshitdev-agent-dispatch?ref=x
Optional reply with install command
Listing + install path for agent-dispatch: https://www.openagentskill.com/skills/shipshitdev-agent-dispatch?ref=x Install: npx skills add shipshitdev/skills --skill agent-dispatch
Listing source
Registry indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- shipshitdev
- Source
- shipshitdev/skills
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Registry indexed listing is attributed to shipshitdev but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/shipshitdev-agent-dispatch)
[](https://www.openagentskill.com/skills/shipshitdev-agent-dispatch)
[](https://www.openagentskill.com/skills/shipshitdev-agent-dispatch/audit)
[](https://www.openagentskill.com/skills/shipshitdev-agent-dispatch)Author
shipshitdev
@shipshitdev
Tags
Platform fit
Health signals
- GitHub stars
- 33
- Quality score
- 34/100
- Last GitHub push
- Aug 20, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 0
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Do not auto-install
- GitHub adoption33 GitHub starsCHECK
- Stars/forks activity33 stars, 3 forks; issue activity unavailable in current metadataCHECK
- Recent maintenance3d since pushPASS
- License clarityUnknownCHECK
- README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
- Dependency/runtime riskcommand execution surfaceINFO
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