human-itl
Walk a human through the manual-action [HITL] sub-tasks of a parent (PRD) issue — the steps a coding agent physically cannot perform — recording each as an…
Skill by ZunoSmartLabs
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/zunosmartlabs-human-itl
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: testing, security, agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/human-itl
What's inside
- Skill name
human-itl- Description
- Walk a human through the manual-action [HITL] sub-tasks of a parent (PRD) issue — the steps a coding agent physically cannot perform — recording each as an audit trail and marking them done so the dependent [AFK] slices unblock, then hand back to /tdd-parallel. Use when /tdd-parallel skipped HITL slices, when the user wants to clear manual steps before a fanout, or when the user invokes /human-itl directly.
- License
- MIT
- Instructions
- 107 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Human in the loop
`/tdd-parallel` fans out only the **`[AFK]`** slices of a PRD — the ones an
agent can run unattended. The **`[HITL]`** slices it skips need a human's
hands or authority. This skill is the serial, human-present counterpart:
it walks you through each manual-action slice, records what you did, and
marks it done so the `[AFK]` slices that were `Blocked by` it unblock.
It does **not** write code or run red-green-refactor — that's `/tdd`. A
`[HITL]` slice is a manual *action*, not a unit of TDD work.
## What counts as HITL
A legitimate `[HITL]` slice requires a manual action a coding agent
**physically cannot perform**:
- Clicking through a third-party console (DNS registrar, cloud dashboard).
- Rotating or issuing a real credential / secret / certificate.
- Obtaining external sign-off (legal, security, a stakeholder).
- Running a one-off production migration or cut-over by hand.
It is **not** an architectural decision or a design review. Those must be
resolved upstream via `/grill-with-docs` and recorded as ADRs *before*
issues are cut, so slices fall out maximally AFK — see `/to-issues`.
**Hard refuse decision slices.** If a slice is really a decision in
disguise (`Decide auth provider`, `Pick the cache strategy`), do **not**
walk the user through it. Flag it as a process leak and stop on that
slice: tell the user to resolve it with `/grill-with-docs` + an ADR, then
relabel it and its dependents `[AFK]` and re-run the fanout. Continue with
the remaining genuine `[HITL]` slices.
If a "HITL" slice turns out to be implementable code, it's mislabeled —
say so and tell the user it belongs in the AFK fanout (`[AFK]`).
## Usage
```
/zsl:human-itl <parent-issue> # clear all HITL slices of a PRD
/zsl:human-itl <hitl-issue> # clear one HITL slice
/zsl:human-itl # no arg → picker of open HITL slices
```
## Process
### 1. Pre-flight
- `docs/agents/issue-tracker.md` exists (run `/setup-zsl-superpowers` if
not). `docs/agents/triage-labels.md` exists.
- Resolve the input. A parent issue → its sub-issues. A single issue →
just that one. No argument → fetch open `[HITL]` issues carrying the
configured `ready-for-agent` label and present a numbered picker.
- Refuse a container issue (one with open sub-issues that is itself
titled `[HITL]`) the same way the other skills do.
### 2. Discover the slices
Using `docs/agents/issue-tracker.md` conventions, fetch the parent's
sub-issues. Keep only those that are:
- Open
- Title starts with `[HITL]`
- Carry the configured `ready-for-agent` label
- Not a container
Parse each slice's `## Blocked by` section. A `[HITL]` slice may itself be
blocked by an `[AFK]` slice that a prior fanout already merged — process
slices in dependency order, skipping any whose blockers aren't satisfied
yet (report them as "still blocked").
### 3. Walk the slices
Show the user the buckets first — **To clear** (numbered), **Still
blocked** (issue + unmet blockers), **Refused — decision slice** (issue +
why) — and confirm before starting.
Then, for each slice in dependency order:
1. Present the slice: title, the `## What to build` action, and the
`## Acceptance criteria` ("Done when") checklist.
2. **Pause.** The user performs the manual action out of band.
3. Ask the user for a one-line confirmation note (what they did; any
id/link/ticket as evidence). Post it as a comment on the issue per
`docs/agents/issue-tracker.md` — this is the audit trail.
4. If the action embodies a decision worth keeping (a chosen provider, a
negotiated limit), write or update an ADR — lazily, like
`/grill-with-docs`. Don't batch; capture it now.
5. Mark the issue done per the tracker convention (close it / `git mv`
into `issues/_done/` for local-markdown). This is what unblocks the
dependent `[AFK]` slices.
### 4. Finish
Print a summary: slices cleared (issue + note), slices still blocked,
slices refused as decision leaks. Then **stop** with the explicit next
step — do not chain:
> Cleared N HITL slices. Run `/tdd-parallel <parent>` to fan out the
> now-unblocked AFK work.
## Not in scope
- Writing code or running red-green-refactor — that's `/tdd`.
- Resolving decisions — that's `/grill-with-docs` + an ADR, upstream.
- Invoking `/tdd-parallel` for the user — this skill ends with the hint.From ZunoSmartLabs/zsl-superpowers, MIT.
More from ZunoSmartLabs/zsl-superpowers
- 0.563score
setup-zsl-superpowers
ZunoSmartLabs
Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker (GitHub, local markdown…
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
codebase-design
ZunoSmartLabs
Shared vocabulary and refinements for reasoning about module depth, interfaces, seams, and adapters — the deep-module design language.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
commit
ZunoSmartLabs
Plan and create git commits autonomously for changes made in this session (no per-commit approval prompt).
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
commit-push-pr
ZunoSmartLabs
Commit session changes, push the branch, and open a PR — in one shot.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
decision-mapping
ZunoSmartLabs
Turn a loose, multi-session idea into a sequenced map of the decisions and tickets it implies, so it matures before becoming a PRD.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
git-branch
ZunoSmartLabs
Create a git branch with the prefix convention (`feature/`, `fix/`, `chore/`, `refactor/`, `env/`) required by GitHub auto-PR workflows.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
ask-zsl
ZunoSmartLabs
Interactive router that helps you find the right ZSL skill for what you're doing right now, without leaving your work.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
teach-me-the-codebase
ZunoSmartLabs
On-the-fly conversational tutor that teaches you an unfamiliar repo's domain, architecture, and conventions interactively — reading the canonical docs and…
SkillBFreshness: B★ 2Claude Code +9 - 0.553score
domain-modeling
ZunoSmartLabs
The home for domain-doc reasoning — the CONTEXT.md Ubiquitous Language format, the ADR format, and the Domain-Driven Design book-rules.
SkillBFreshness: B★ 2Claude Code +9 - 0.553score
tdd-parallel
ZunoSmartLabs
Full-auto PRD pipeline.
SkillBFreshness: B★ 2Claude Code +9 - 0.553score
code-review
ZunoSmartLabs
Comprehensive pre-PR code review of the current branch with an issues-only tone and an approval gate before applying fixes.
SkillBFreshness: B★ 2Claude Code +9 - 0.533score
diagnose
ZunoSmartLabs
Disciplined diagnosis loop for hard bugs and performance regressions.
SkillBFreshness: B★ 2Claude Code +9
Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Jun 1, 2026 (5 months ago)
- Last release
- Sep 18, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/ZunoSmartLabs/zsl-superpowers
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from ZunoSmartLabs
- 0.563score
setup-zsl-superpowers
ZunoSmartLabs
Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker (GitHub, local markdown…
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
codebase-design
ZunoSmartLabs
Shared vocabulary and refinements for reasoning about module depth, interfaces, seams, and adapters — the deep-module design language.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
commit
ZunoSmartLabs
Plan and create git commits autonomously for changes made in this session (no per-commit approval prompt).
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
commit-push-pr
ZunoSmartLabs
Commit session changes, push the branch, and open a PR — in one shot.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
decision-mapping
ZunoSmartLabs
Turn a loose, multi-session idea into a sequenced map of the decisions and tickets it implies, so it matures before becoming a PRD.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
ask-zsl
ZunoSmartLabs
Interactive router that helps you find the right ZSL skill for what you're doing right now, without leaving your work.
SkillBFreshness: B★ 2Claude Code +9
Cite this page
human-itl skill. Agent Mart. https://agentmart.dev/skills/zunosmartlabs-human-itl (last updated 2026-10-24)