gatekeeper
Skill18 starsChanged 50 days agoMITView on GitHub
Rule-driven decision gates for anything that needs a verdict before it proceeds: agent selection, routing, triage, approvals. Each gate is a YAML rulebook: deterministic hard rules decide what code can decide, Jev (TypeSafe System One) answers the semantic questions as typed Choice, Noul, or Score judgments, and confidence bands turn answers into allow, route, suggest, confirm, escalate, or block. Rosters come from installed Claude Code agents and skills or from a JSON index, with rollup by group. Runs as Claude Code hooks in shadow, advise, or enforce mode (ships in shadow). Use for "/gatekeeper", "gatekeeper", "which agent should handle this", "why was that blocked", "tune the gate", "bench the gate", "write a new gate", "add a rule", "is the gate healthy", or "gatekeeper doctor".
- Reads credentials
3 other projects use a version of this.
Adopted by
Most recently taken up by
- otarampinelli/gatekeepertheir own version, first seen Sep 22, 2026
- Gldywn/gatekeepertheir own version, first seen Aug 28, 2026
- lkc-studio/claude-skill-gatekeepertheir own version, first seen Jul 29, 2026
Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 3
- Gldywn/gatekeeper★ 2same name
- lkc-studio/claude-skill-gatekeeper★ 1same name
- otarampinelli/gatekeeper★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 0 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 3 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- could be automatic: a setting could enforce it
- Very specific: line 50
Read the rulebook and gates/_schema.json first.
- Very specific: line 51
Put anything a regex or comparison can decide in hard_rules.
- Very specific: line 59
Run bin/gatekeeper lint <gate> and python3 -m pytest -q before reporting done.
- Very specific: line 100
Never move model: or a band without a fresh bench on the new setting.
- Very specific: line 106
Only a hand-reviewed bench can move a threshold.
“Common” is measured: kept by at least 6 in 10 of the 3 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Gatekeeper
Repo: this skill's folder (installed as a symlink at ~/.claude/skills/gatekeeper).
CLI: python3 ~/.claude/skills/gatekeeper/bin/gatekeeper <command>, or bin/gatekeeper from the repo.
A gate name resolves to gates/local/<gate>.yaml (private, git-ignored) first,
then gates/<gate>.yaml, then examples/<gate>/<gate>.yaml. A path to a YAML
file works anywhere a gate name does, except log --gate, which takes the gate's gate: name.
event -> hard_rules (code) -> judgments (one Jev request) -> decide (first match) -> verdict + logCommands
| Ask | Run | |||
| What would the gate decide? | bin/gatekeeper judge <gate> "<text>" [--project P] [--json] | |||
| Why did it decide that? | bin/gatekeeper explain <gate> "<text>" | |||
| Which handlers can it pick? | bin/gatekeeper roster <gate> [--all] | |||
| Is the rulebook sound? | bin/gatekeeper lint <gate> | |||
| How good are the thresholds? | bin/gatekeeper bench <gate> [--file F] (live; about $0.00006 per row on a 24-handler roster, $0.0004 at 143) | |||
| What happened recently? | bin/gatekeeper log [--tail N] | |||
| Turn enforcement on or off | `bin/gatekeeper mode <gate> shadow | advise | enforce | off` |
| Is it still working? | bin/gatekeeper doctor [gate] [--offline] [--json] [--days N] [--project P] (exit 1 on any FAIL) |
judge, explain, and bench call Jev and need TYPESAFE_API_KEY. The
client reads it from the environment, then the file named by
GATEKEEPER_ENV_FILE, then ~/.config/gatekeeper/env. Never print it.
Editing a rulebook (gates/<gate>.yaml)
- Read the rulebook and
gates/_schema.jsonfirst. - Put anything a regex or comparison can decide in
hard_rules. Put only the semantic part injudgments. - One narrow question per judgment. A Choice needs an escape option when nothing may fit.
- Bands are per judgment and follow the cost of a wrong call. They stay
untuned guesses until
benchover reviewed labels says otherwise. - Bump
versionwhenever a rule, band, or option changes, so the log shows which rulebook made each decision. - Run
bin/gatekeeper lint <gate>andpython3 -m pytest -qbefore reporting done.
New gate
Copy the shape of gates/agent-selection.yaml: state.fields names the event
fields Jev sees, judgments holds the questions, and decide maps answers to
verdicts. A new domain (for example email triage) needs a new YAML file plus
whatever adapter turns its input into an event dict. The engine does not change.
Rosters from an index
A gate can route to Markdown procedures instead of Claude Code agents: set
roster.sources: [index] and point roster.index.file at a JSON list (fields
for name, description, group, and path are configurable). Add rollup: group
to the Choice and the engine also sums probabilities by group, so a decide rule
can use group_band: act when the exact handler is unclear but its group is
not. See examples/marketing-team/. Such gates run in advise mode.
Enforcement (agent-selection)
The hooks are installed with scripts/install_hooks.py (--global or
--project, dry run by default). shadow only logs what it would inject or
deny. advise injects the verdict as context but never blocks or denies. enforce injects the
route as context and denies Agent or Skill calls that break an act-band route
or a forbid rule. GATEKEEPER=off disables every hook at once. The hooks
fail open: a Jev outage never blocks work. A handler named in the prompt is
never denied. Harness messages (passthrough) are never judged. See README
"Safety rules".
Keep it working
The gate fails open, so a broken gate looks exactly like a quiet one. Run
bin/gatekeeper doctor monthly, after installing or removing agents or skills,
after a Claude Code update, and always before mode ... enforce. It checks the
key, that the pinned model still answers, what jev-latest now serves, hook
installs, the fail-open rate in the log, harness messages that slipped past
passthrough, handlers no rule covers, and whether the bench is stale.
- FAIL: fix before anything else. The gate is not judging.
- WARN: fix soon. Each line carries its own
fix:. - INFO: a choice for the user (for example a newer Jev version to bench).
- Never move
model:or a band without a fresh bench on the new setting.
Rules
- Gatekeeper decides who handles work. It never sends, publishes, or spends.
- Typed output guarantees the shape, not the truth. Tune on labelled data.
- Only a hand-reviewed bench can move a threshold. Draft labels
(
label_source: claude-draft) are a starting point. - Re-check the Jev model, limits, and price against
GET https://api.typesafe.ai/v1/modelsand docs.typesafe.ai before relying on them.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

