Use when something looks off (stale status, broken link, drift between a card and its generated agent), after any workshop skill, before a commit, or when the watchdog asks. Runs lint, sync --check and skill checks, then explains the findings.
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
# Doctor
Today is !`date +%F`.
## Procedure
1. `python3 scripts/kernel/lint.py` — schemas, broken `[[wikilinks]]`, skill description budgets,
constitution line count, forbidden edits to generated files. Record the finding count.
2. `python3 scripts/kernel/sync.py --check` — exit 1 means an adapter drifted from its source; the
fix is always to edit the source and re-run the sync, never to edit the adapter.
3. `python3 scripts/kernel/sweep.py` then read the dashboard footer (`last sweep`, schema errors) and the
stale list: projects past `review_by`, roles `stale`, routines with no receipt for 2x their interval.
4. Secrets: `python3 scripts/kernel/redact.py --check <capture queue folder>` and
`git grep -nE "(sk-|AKIA|ghp_|xox[bp]-|BEGIN (RSA|EC|OPENSSH) PRIVATE)" -- . ':!<safe folder>'`; any hit is P0.
5. Skills: for each `skills/*/SKILL.md`, confirm frontmatter is only `name`,
`description`, optional `metadata`, optional `disable-model-invocation`; description at most 300
characters and phrased as when-to-use. If the `claude` CLI is available, run `claude plugin
validate <plugin folder>` and relay its advice; otherwise say it was not run.
…
The line at the top of this page pins the label git:20261023.9f9eaf2, 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 (2456 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
kahl-d/jaja · 6 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3mawbqa2j6wapbpc
GET https://markdownregistry.com/api/v1/resolve?ref=kahl-d/jaja/doctor
GET https://markdownregistry.com/api/v1/blob/ae46785e592d5c1484a0f9d54ff75505dcc9c2699d463a17dd114176ffa061ef
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.
kahl-d/jaja · .agents/skills/add-experience/SKILL.md · Use in the owner's resume session, whenever the owner describes new work (a job, role, project, award, talk, or a date…
kahl-d/jaja · .agents/skills/apply-assist/SKILL.md · Use when an application row is ready (the base, or a variant that won): build and lint its apply pack, fill the…
kahl-d/jaja · .agents/skills/apply-sprint/SKILL.md · Use when the owner approves a big push (for example 20 applications in one sprint) that is too large for one session…
kahl-d/jaja · .agents/skills/ats-check/SKILL.md · Use after every resume PDF render, before the editorial verdict is signed, when a vendor parse (Workday, Greenhouse…
kahl-d/jaja · .agents/skills/base-compare/SKILL.md · Use after a variant renders and before anyone reads it: judges every changed bullet and order blind against the current…
kahl-d/jaja · .agents/skills/browser-job-search/SKILL.md · Use only when the owner is present and wants to search job boards in the owner's browser (LinkedIn, Wellfound…
kahl-d/jaja · .agents/skills/build-resume-base/SKILL.md · Use only when the owner orders a change to the one general base resume (resumes/bases/general/: new work, a ruling) or…
kahl-d/jaja · .agents/skills/build-resume-pdf/SKILL.md · Use when a resume YAML (a variant of the general base, or a base change the owner ordered) needs its PDFs (and a DOCX…
kahl-d/jaja · .agents/skills/calendar-hold/SKILL.md · Use when mail-triage finds an interview invite or scheduling email with proposed times, or the owner confirms a slot in…
kahl-d/jaja · .agents/skills/connector-search/SKILL.md · Use in a session where the owner has added the Indeed, ZipRecruiter or Dice connector in Claude: run the shared alert…
kahl-d/jaja · .agents/skills/corpus-audit/SKILL.md · Use weekly (before the weekly review), the day the owner rules on profile conflicts, and after an add-experience batch…
kahl-d/jaja · .agents/skills/daily-job-plan/SKILL.md · Use each morning (js-morning-brief, or when the owner starts the Recruiter) and evening (js-evening-review), or when…
blackbelttechnology/pi-agent-dashboard · packages/extension/.pi/skills/doctor/SKILL.md · Diagnose why pi-flows, the Anthropic-messages bridge, model resolution, a pi install, a peer, a plugin/bridge, or a…
yonatangross/orchestkit · src/skills/doctor/SKILL.md · OrchestKit doctor for health diagnostics across manifest integrity, hook configuration, skill validation, agent…
yonatangross/orchestkit · plugins/ork/skills/doctor/SKILL.md · OrchestKit doctor for health diagnostics across manifest integrity, hook configuration, skill validation, agent…
agenttoolkit/altk-evolve · platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/doctor/SKILL.md · Diagnose evolve health on Claude — verify the CLAUDE.md @import is actually loading the thin EVOLVE.md into sessions
agenttoolkit/altk-evolve · platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/doctor/SKILL.md · Diagnose evolve health on Claude — verify the CLAUDE.md @import is actually loading the thin EVOLVE.md into sessions
crisandrews/clawcode · skills/doctor/SKILL.md · Run diagnostic checks on the agent workspace. Triggers on /agent:doctor, "diagnóstico", "diagnostico", "doctor"…