Continue authorized work autonomously and ask only for decisions or permissions that materially affect the outcome.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Never block on the human
Infer routine implementation choices from the request and existing context. Complete authorized work through verification and fixes. Do not ask again for permission already granted within the same scope.
When a missing decision affects the goal, scope, or irreversible result, explain it briefly and continue independent work while awaiting the answer.
Reversibility alone does not authorize an external action. Preserve the user's limits on messages, commits, pushes, deployments, data operations, and configuration changes. Prepare the concrete local result before requesting missing authorization.
The line at the top of this page pins the label git:20260907.b1269d9, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (841 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag
Source
GitHub
shiwenbin1617/pstack · 4 stars · license a license file GitHub does not identify · pushed 2026-09-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_w5kggt3t3o35lx6r
GET https://markdownregistry.com/api/v1/resolve?ref=shiwenbin1617/pstack/principle-never-block-on-the-human
GET https://markdownregistry.com/api/v1/blob/a49e187081fc1d0be18b8f21044b0e151f6d51141f0db0a7ceca90036ed9ea71
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
shiwenbin1617/pstack · adapters/claude-code/overrides/setup-pstack/SKILL.md · Configure which Claude Code models pstack uses per role. Use for /setup-pstack or requests to change pstack model…
shiwenbin1617/pstack · adapters/codex/overrides/setup-pstack/SKILL.md · Configure optional per-role model preferences for pstack on Codex. Use for $setup-pstack or requests to change pstack…
shiwenbin1617/pstack · automations/benny/skills/reproduce-and-fix-issues/SKILL.md · Reproduce triaged Slack bugs through a configured app-control adapter, verify existing fixes, and open a bounded draft…
shiwenbin1617/pstack · automations/benny/skills/setup-benny/SKILL.md · Configure Benny and prepare its triage and repro automations. Use when installing Benny or changing its Slack, tracker…
shiwenbin1617/pstack · skills/architect/SKILL.md · Design types, interfaces, and module ownership for a requested architectural change or an unresolved design choice.
shiwenbin1617/pstack · skills/arena/SKILL.md · Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for…
shiwenbin1617/pstack · skills/automate-me/SKILL.md · Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a…
shiwenbin1617/pstack · skills/blast-radius/SKILL.md · Find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe…
shiwenbin1617/pstack · skills/create-verification-skill/SKILL.md · Generate a project-local verification skill that drives your app the way a user does — any language, framework, or…
cursor/plugins · harness/pstack/claude-code/skills/principle-never-block-on-the-human/SKILL.md · Apply when tempted to ask 'should I do X?' on reversible work.
nightly-labs/openbot · marketplace/production-catalog/bundles/pstack/skills/principle-never-block-on-the-human/SKILL.md · Apply when tempted to ask 'should I do X?' on reversible work.
michael-denyer/pstack-claude · plugins/pstack/skills/principle-never-block-on-the-human/SKILL.md · Apply when tempted to ask 'should I do X?' on reversible work.
iap/pstack-hermes · skills/principle-never-block-on-the-human/SKILL.md · Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/engineering-principles/never-block-on-the-human/SKILL.md · Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human…
barbieri/local-openfinance · .agents/skills/principle-never-block-on-the-human/SKILL.md · Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human…
