From prodscope
Use after Breaker ACCEPT and Verification to score the final change 1-10 on reliability with an explicit rubric.
How this skill is triggered — by the user, by Claude, or both
Slash command
/prodscope:reliabilityThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Run this phase **after Breaker has accepted**. Rate the **final** change set on a **1–10** scale using the rubric below.
Run this phase after Breaker has accepted. Rate the final change set on a 1–10 scale using the rubric below.
| Dimension | What "good" looks like |
|---|---|
| Tests | Automated coverage for new logic; regression for fixed bugs; realistic integration where needed. |
| Observability | Logs/metrics/traces let operators detect failure and narrow blame. |
| Error handling | User-visible and internal errors are handled; no silent swallow of critical failures. |
| Operational fit | Config, migrations, rollbacks, and load characteristics are considered. |
| Security | AuthZ, secrets, and input validation appropriate to exposure. |
| Score | What the change looks like |
|---|---|
| 4/10 | Feature works but has no tests, no error handling beyond happy path, no logging, and HEALTH_CHECK smoke steps were all skipped during verification. |
| 6/10 | Tests cover the happy path, errors are caught but logged generically, rollback plan exists but is manual. Some smoke steps passed, some skipped. |
| 8/10 | Tests cover happy path + key edge cases, structured logging for new failure modes, rollback is a config flag or revert. All runnable smoke steps passed. |
| 10/10 | Full test coverage including failure injection, metrics/alerts for new paths, automated rollback, migration tested both ways. Rare — reserve for genuinely thorough work. |
| Trap | Correction |
|---|---|
| Defaulting to 7-8 because the code "looks clean" | Code quality is only one dimension; check tests, observability, ops, and security independently |
| Scoring 8+ when verification steps were all skipped | Zero verified steps caps the score at 6 regardless of code quality |
| Giving 9+ for trivial changes because "nothing can go wrong" | Trivial changes get trivially adjusted rubric weights, not inflated scores |
| Raising the score because the Builder "tried hard" across rejection cycles | Effort is not reliability; score the final artifact, not the process |
## RELIABILITY: <score>/10
**Justification:** <1–2 sentences>
**Top gaps:**
- <gap, or "None — strong across dimensions">
.prodscope/logs/)After scoring, append one log line per significant event:
ISO8601<TAB>agent<TAB>action<TAB>detail
Examples:
2026-04-11T12:00:00Z breaker REJECT missing index on users.email lookup
2026-04-11T12:05:00Z builder IMPROVE added migration idx_users_email
2026-04-11T12:06:00Z prodscope ACCEPT reliability 8/10 — shippable with follow-ups
action values: REJECT, ACCEPT, IMPROVE, VERIFY.
npx claudepluginhub ashokdudhade/prodscope --plugin prodscopeProvides behavioral guidelines to reduce common LLM coding mistakes, focusing on simplicity, surgical changes, assumption surfacing, and verifiable success criteria.
Searches, retrieves, and installs Agent Skills from prompts.chat registry using MCP tools like search_skills and get_skill. Activates for finding skills, browsing catalogs, or extending Claude.
Creates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.