data-integrity
Read before assistant tools, WebLLM configuration, or ZoneMinder schemas.
Advisory, not binding. Last validated 2026-07 against Claude Code with the Claude 5 family. The instruction files (`AGENTS.md`, `AGENTS.project.md`) state what must hold; this playbook records what has worked. When the two disagree, the instruction files win. Harness features
$ npx -y skills add ZoneMinder/zmNinjaNg --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
Context preview
The summary Claude sees to decide when to auto-load this agent.
Advisory, not binding. Last validated 2026-07 against Claude Code with the Claude 5 family. The instruction files (`AGENTS.md`, `AGENTS.project.md`) state what must hold; this playbook records what has worked. When the two disagree, the instruction files win. Harness features
Advisory, not binding. Last validated 2026-07 against Claude Code with the Claude 5 family. The instruction files (`AGENTS.md`, `AGENTS.project.md`) state what must hold; this playbook records what has worked. When the two disagree, the instruction files win. Harness features churn; check the date above before trusting specifics.
What scales with risk is review ceremony: a one-file fix with a covering test needs no independent reviewer, while multi-task plans, refactors with blast radius, and contract changes do. Delegation has a floor too; see Orchestration. Evidence from the restructure run: reviews of mechanical transcription tasks found zero defects; reviews of judgment work (doc remapping, whole-branch review) found every real one. Review where judgment lives; skip where the gate already proves the result. The final whole-branch review before a PR is the one step never skipped, and it runs on two axes in two separate contexts: a Standards agent judging the diff against the contracts and playbooks (skipping anything a gate enforces), and a Spec agent judging the diff against the issue's acceptance lines (missing, unrequested, looks-implemented-but-wrong, each quoting the issue). Findings stay under their own heading, never merged or reranked: a change can pass one axis and fail the other, and the fix chains of 2026-08 (#375 then #377 eleven minutes later, #379 then #380) passed every gate while missing what the issue asked. Agent count is a cost, never a quality signal: prefer the fewest dispatches that produce the evidence, and let the harness parallelize instead of choreographing a named fleet.
runs on Opus 4.8 or newer; never a smaller model. Coordination quality bounds everything downstream: a weak orchestrator writes weak briefs, misreads reports, and wastes every strong agent under it. An instruction file cannot switch a running session's model, so the repo pins the default in `.claude/settings.json` (`"model": "opus"`); if your session runs on something smaller anyway, say so and suggest `/model`.
context stays clean for briefs, report verdicts, and review decisions, and an orchestrator that edits files skips its own review structure. Exception: a trivial gate-covered edit (single file, no judgment, a gate proves the result) costs more to brief than to make; edit it directly and run its gate.
Choose what each dispatch is for; do not choreograph counts.
file (its requirements) and a report-file path; it returns only status, commits, and a one-line test summary. Never paste session history into a dispatch.
content to write (transcription plus testing); mid tier for code reviews; the most capable model only for the final whole-branch review. Tasks whose output is prose (docs, reports, prose review with slop-mop) run on Opus or newer. Smaller models follow slop-mop's word lists but skip the checks that need judgment.
before the next task starts; purely mechanical tasks rely on their gates. Fixes get a scoped re-review that verdicts each finding ADDRESSED or NOT ADDRESSED and looks only at the fix diff.
findings list, then one scoped re-review. Never one fixer per finding.
burning context and can wake with stale intent.
line each) outside the repo tree. Context compaction loses memory; the ledger plus `git log` is the recovery map.
otherwise the implementer's report carries the evidence.
a subdirectory silently misses everything above it.
pipeline exits with the last command's status and a failing suite reads as success. Run the gate bare, check its exit, then filter output separately. This shipped a red commit here once.
required check, read what it ran: two required checks here passed on every PR for months, one whose workflow had been deleted and one that skipped itself for a missing secret (M2).
with `gh pr merge --auto` and GitHub merges when checks pass; never poll CI. Without approval, open the PR and stop. Caution: if the repo's auto-merge setting is off, `--auto` silently falls back to an immediate merge; that landed one PR here before its checks finished. Confirm `allow_auto_merge` is true before relying on it.
playbook in the project playbook directory, via the protocol PR. Check whether an entry already covers it; update rather than duplicate.
a tooling guard): this playbook or a sibling generic playbook, via the same protocol. Personal preference becomes shared practice exactly when it has evidence behind it.
private specifics (names, hosts, credentials, machine paths) and h
Documentation A ZoneMinder client for web, desktop, iOS, and Android. It shows live camera feeds, a montage of many cameras at once, and events on a timeline, and has an AI chat agent you can ask about your cameras.
Read before assistant tools, WebLLM configuration, or ZoneMinder schemas.
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