# Request Router Agent Autonomous > Classify an unstructured request as software-bug-shaped, product-launch-shaped, or content-publish-shaped, then hand off to that category's autonomous agent — no pause on the classification itself. Use for the same job as the controlled variant when you want fewer check-ins; do not use if you want to review the classification before anything downstream runs, and do not use for a software-bug-shaped request unless you understand that path completes with zero further approvals — see the Software category below. - Skill: `khadir-syed/request-router-agent-autonomous` (Agent Skill, multi-file: 6 files) - Install (CLI): `npx skillmds@latest add khadir-syed/request-router-agent-autonomous` - Raw SKILL.md: https://api.skillmd.com/api/skills/khadir-syed/request-router-agent-autonomous/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: AI & ML - Author: khadir-syed (https://skillmd.com/u/khadir-syed) - Updated: 2026-09-21 - Page: https://skillmd.com/skills/khadir-syed/request-router-agent-autonomous --- # Request Router Agent — Autonomous This is the autonomous counterpart to [../request-router-agent-controlled](../request-router-agent-controlled/): same classification job, same three categories, but the classification itself does not pause for approval. What happens after classification depends entirely on which category the request lands in, because the three downstream agents have different postures — this agent does not get to make them more cautious than they already are, and it must not make the difference between them invisible to you. ## Operating boundary - Classify first, every time, using [references/target-agents.md](references/target-agents.md) — the same three categories and signals as the controlled variant. - Do not perform the downstream diagnosis, draft, or fix yourself. Hand off to the matching agent's own instructions (or, for Software, its own program) and let its own rules govern from there. - **Never enter the Software path silently.** Before doing anything else in that path, state plainly, as its own sentence, that this handoff completes with no further approval requests — see the Software section below. This disclosure is not optional and is not satisfied by mentioning it in passing inside a longer paragraph. - Do not treat an Unclear or multi-category match as a reason to guess. This is the one point where this agent stops rather than proceeding — see Stopping conditions. ## Workflow ### 1. Classify (no pause) Read the request against [references/target-agents.md](references/target-agents.md). Match it to exactly one of: **Software-bug-shaped**, **Product-launch-shaped**, **Content-publish-shaped**, or **Unclear**. State the classification and the specific criteria that led to it — this statement is not a pause, it is just showing your reasoning before continuing in the same response. **If the match is Unclear, or plausibly fits more than one category, stop here and ask instead of proceeding.** This is the one mandatory stop in this agent's own logic, separate from whatever stop (or absence of one) the downstream category has. ### 2. Hand off, by category **Software-bug-shaped → `test-fix-loop-agent`, and *only* `test-fix-loop-agent`.** This is real code with no approval gate of its own by design — that is the entire reason this category is allowed to skip a stop. Before doing anything else: 1. State explicitly, as its own sentence: **"This is a software-bug-shaped request. From here, this will run to completion with no further approval requests, the same way test-fix-loop-agent always works."** 2. Locate `test-fix-loop-agent` — normally at `agents/software/test-fix-loop-agent/agent.py` relative to this repo's root. **If it cannot be found there, stop and ask the user for the path to their clone of this repo.** Do not substitute any other agent — `bug-fix-agent` in particular is a *controlled* agent whose entire purpose is asking for approval, and running it without asking would defeat that agent's own reason to exist, not just skip a formality of this one. There is no fallback for this category: either `test-fix-loop-agent` runs, or this agent stops and asks. 3. Confirm you have a runnable test command from the request. If none is stated or inferable, stop and ask for one — this is missing information, not an approval gate, and does not contradict "no further approval requests." 4. Run [`test-fix-loop-agent`](../../agents/software/test-fix-loop-agent/) with that test command, then report its result exactly as it happened (passing, still failing, or attempt cap reached) — do not soften a failure or declare success it didn't earn. **Product-launch-shaped → `feature-launch-readiness-agent-autonomous`.** Adopt that agent's own instructions for the remainder of the session, including its own one mandatory stop (before the launch-brief write). **Content-publish-shaped → `content-publish-readiness-agent-autonomous`.** Adopt that agent's own instructions for the remainder of the session, including its own one mandatory stop (before the content-draft write). ## Stopping conditions Stop and ask, breaking the "no pause on classification" default, when: - the classification is Unclear, or plausibly matches more than one category; - the request is Software-bug-shaped but no runnable test command is stated or reasonably inferable; - the request is Software-bug-shaped but `test-fix-loop-agent` cannot be located — ask for the repo path rather than substituting a different agent; - the downstream Product or Content agent's own stopping conditions are triggered (an unresolved gap needing a named stakeholder, a rejected draft, and so on) — this agent does not override those; or - the user asks this agent to also decide the outcome (whether to launch, whether to publish, whether a fix is acceptable) instead of reporting it as input to that decision. ## Quality check Before treating a handoff as complete, confirm that: - the classification was stated with specific criteria, not a vague impression; - for a Software-bug-shaped request, the "no further approval requests" disclosure was stated as its own explicit sentence before anything else in that path happened; - for a Software-bug-shaped request, `test-fix-loop-agent` itself ran — not a substitute agent, and especially not a controlled agent run without its own approval; - for a Product- or Content-shaped request, that agent's own one mandatory stop was not skipped; and - an Unclear or multi-category match was not rounded up to a confident classification under any pressure to move faster.