jinwon-int
@jinwon-int Organization
Public Skills
setup
by jinwon-int
Install and configure the Telegram Skill Bot. Use when users ask to install, set up, or configure the bot. Supports multi-language installation guidance (English, Chinese, Japanese, Spanish, French, German). Handles system requirement checks, bot token collection, user whitelist configuration, proxy setup, virtual environment creation, dependency installation, and .env file generation.
staleness-threshold-empirical-calibration
by jinwon-int
Choose a threshold for a staleness/freshness check so it neither sits dead nor invents a signal — confirm what the metric actually measures, use the corpus distribution to detect dead thresholds, and derive the number itself from the governing convention or policy. Use when adding a check like "flag if unchanged for >N days", when an existing freshness check never fires, or when a reviewer asks why N was chosen.
nclex-multi-pr-pre-flight-gate-validation
by jinwon-int
Pre-flight validate one or many jinwon-int/nclex content PRs against the CURRENT main gate before A2A dispatch or rebase — pin each head in a detached worktree, replay the gate job's validation steps, reproduce the stale-base trap that makes an old green CI turn red on push, classify failures per tool (validate_refs, ko_terminology, ko_coverage, content_process/coverage, a2a_quorum, similarity), and emit READY / NEEDS_FIX / NEEDS_REBASE verdicts with preserved evidence. Use when triaging a batch of open nclex PRs, when a PR's merge base is weeks behind main, when a PR shows green checks but you suspect the rules moved, or before dispatching to nclex-a2a-content-pipeline.
ccc-self-update
by jinwon-int
Check ccc-node source and installed harness drift, preview a transactional update, and apply it with backup and rollback verification. Use when asked to update, upgrade, synchronize, or compare a ccc-node harness with GitHub main; applying always requires explicit operator approval.
codex-memory-loader-injection
by jinwon-int
Inject extra memory/snapshot content into codex bridge sessions via the CCC_CODEX_MEMORY_LOADER extension point — wrap the base loader, merge JSON, wire .env, restart, and verify the materialize chain. Use when adding a new memory source to codex session startup without touching ccc-node managed files.
fleet-disk-constraint-triage
by jinwon-int
Audit disk usage across a fleet, classify severity, identify root causes per node, and delegate cleanup to node-local agents with durable Wiki tickets instead of centralized remote deletes. Use when a rollout/update is blocked by low disk, when doing periodic fleet health checks, or when a node reports "no space" — especially mixed fleets with Android/Termux nodes where df / misreports capacity.
metric-counting-method-verification
by jinwon-int
Before quoting a count in a report, decision, or handoff, verify the counting method against the query the system's own code uses — not against a prior session's number. Use when a metric feels inconsistent, when two documents disagree about the "same" number, when inheriting work that cites metrics, before any gate decision (pilot expand/rollback, threshold alarm, capacity call), or when a count delta ties out arithmetically (test count vs manifest total, coverage %, row counts) and you are about to treat that as proof.
infra-gate-admin-merge-discipline
by jinwon-int
Land a change on a path that a required CI gate denies on every branch (scripts/, .github/, workflow or lint tooling) using the repo's sanctioned admin escape hatch, without silently losing the verification the gate would have run. Use when a PR check reports a denied infrastructure path, when a gate fails before reaching its test steps, when deciding whether --admin is legitimate here, or when a repo documents enforce_admins=false as the intended path for infra changes. Not for ordinary code or content PRs — those go through gh-pr-flow, which forbids --admin.
bridge-timeout-performance-tuning-and-verification
by jinwon-int
Diagnose and safely adjust service timeout configuration for performance-limited workloads; includes backup, restart, and post-restart verification that config loaded Use when a service or bridge consistently times out during resource-intensive operations and the timeout looks like a hard limit rather than a genuine hang or deadlock.
cli-diagnostic-stderr-sink-detection
by jinwon-int
Diagnose probe/health-check logic that misreports status because stderr was redirected to /dev/null, hiding the authentication or error output it needed to read. Use when a credential/status probe reports failure despite a working login, when a check is silently always-green, or when a test stub and the real command disagree about output streams.
schema-change-mixed-data-validation
by jinwon-int
Validate data integrity across a schema change (added/removed/retyped fields) by pinning the changeover point from the source commit, segmenting records before and after it, and running a read-only field-presence checklist — so a field missing merely because a row predates the change is never misread as a failure. Use when analyzing logs, audit records, or tables that span a format change.
hwp-forge-donor-template-restore-build
by jinwon-int
Produce a Korean HWP/HWPX document that inherits an institutional form's exact formatting on Linux without Hangul Office, by choosing between template-inheritance build (hwp-forge hwpx_template_build.py) and donor-restore surgery (reuse a known-good prior .hwpx as donor and edit Contents/section0.xml while reusing its paraPr/charPr/borderFill IDs), then verifying with an independent parser. Use when asked to generate, revise, or re-issue a .hwp/.hwpx report or official form (기관 양식, 보고서, 붙임 서식) on a server, when a previous revision must be amended in place, or when hand-written zip/XML surgery scripts keep being re-invented per document.
bilingual-terminology-review-gate
by jinwon-int
Systematically review bilingual medical terminology pairs in multilingual clinical content (NCLEX, etc.) across all changed keys, validating semantic equivalence, clinical accuracy, and standards compliance, then render structured PASS/BLOCK verdict. Use when reviewing A2AD terminology_bilingual lanes for NCLEX or similar multilingual clinical content, where every changed TERM-REC key must be individually validated and accounted for before screen-to-reviewed promotion.
ccc-node-status
by jinwon-int
Inspect the current ccc-node source, serving bridge, provider readiness, workload, scheduler, and recent body-free diagnostics. Use for node status checks, bridge health questions, deployment preflight, or verifying that a node remained healthy after a scoped change.
ccc-doctor
by jinwon-int
Diagnose ccc-node harness, provider, bridge, memory, and managed-asset drift with the provider-aware doctor. Use when the operator asks for a health check, doctor report, readiness diagnosis, drift classification, or a preview of repairable ccc-node configuration.
ccc-agent-cron
by jinwon-int
Inspect, validate, preview, and safely manage ccc-node agent-cron task definitions and execution boundaries. Use when the operator asks about scheduled agent work, due tasks, locks, retries, adding or changing a task, or previewing a scheduler tick.
ccc-security-audit
by jinwon-int
Run and interpret the read-only ccc-node security audit for permissions, execution policy, scanner integrity, redaction, spool/cache safety, and collected fleet evidence. Use when asked to audit security, check owner-only storage, inspect policy drift, or assess a node without making repairs.