Use after editing any role card, skill, hook, MCP config or AGENTS.md, and whenever the doctor reports drift. Regenerates every engine adapter (Claude and Codex) from the source files.
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
# Sync
## Procedure
1. `python3 scripts/kernel/sync.py` from the workspace root. It reads the role cards (`agents/*.md`), the skills
(`skills/*`), `hooks/hooks.json`, the MCP config, `AGENTS.md` and the engine notes, and writes the engine
adapters (agent folders, skill folders, the hooks key of the engine settings, the MCP config, `CLAUDE.md`
and the plugin manifests). Every output starts with the GENERATED header.
2. `python3 scripts/kernel/sync.py --check` must now exit 0.
3. `git status --short` and list what changed; stage only generated paths plus the sources that
were edited. Do not commit unless the owner asks.
4. If a generated file was hand-edited, the guard hook or `--check` will say so: discard the hand
edit, move the change into the source, re-run.
5. Report the counts written per output folder and the check result.
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 (1183 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_ju72uv22omexn2br
GET https://markdownregistry.com/api/v1/resolve?ref=kahl-d/jaja/sync
GET https://markdownregistry.com/api/v1/blob/5c6d66e473e2473b8aa679f3819b9a3e9affa6dee975a0daed93276481654b25
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…
agenttoolkit/altk-evolve · platform-integrations/claw-code/plugins/evolve-lite/skills/evolve-lite/sync/SKILL.md · Pull the latest guidelines from every configured repo (read- and write-scope).
agenttoolkit/altk-evolve · platform-integrations/codex/plugins/evolve-lite/skills/evolve-lite/sync/SKILL.md · Pull the latest guidelines from every configured repo (read- and write-scope).
agenttoolkit/altk-evolve · platform-integrations/claude/plugins/evolve-lite/skills/evolve-lite/sync/SKILL.md · Pull the latest guidelines from every configured repo (read- and write-scope).
namedtoaster/the-last-mile · skills/sync/SKILL.md · Bring this project's copy of The Last Mile skills up to date, then commit and push it, so the next session on any…
jikig-ai/soleur · plugins/soleur/skills/sync/SKILL.md · This skill analyzes the codebase and populates the knowledge-base with conventions, patterns, and technical debt