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From agentops
Provides language-specific coding standards, style guides, and domain-specific checklists (SQL, LLM trust, race conditions) loaded on demand by other skills during code review and implementation.
npx claudepluginhub boshu2/agentops --plugin agentopsHow this skill is triggered — by the user, by Claude, or both
Slash command
/agentops:standardsThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Language-specific coding standards loaded on-demand by other skills.
SELF-TEST.mdreferences/architecture-terms.mdreferences/behavioral-discipline.mdreferences/cli-wireup-template.mdreferences/codex-skill.mdreferences/common-standards.mdreferences/examples-troubleshooting-template.mdreferences/external-source-attribution.mdreferences/go.mdreferences/javascript.mdreferences/json.mdreferences/llm-trust-boundary-checklist.mdreferences/markdown.mdreferences/python.mdreferences/race-condition-checklist.mdreferences/rust.mdreferences/shell.mdreferences/skill-structure.mdreferences/skill-tier-caps.mdreferences/sql-safety-checklist.mdDefine and enforce coding standards that reduce cognitive load, prevent bugs, and make code maintainable. Use when establishing style guides or linting rules.
Evaluates SKILL.md files against grimoire standards with structured PASS/NEEDS-REVISION/REJECT verdicts. For PR review, self-review, or auditing existing skills.
Discovers coding standards from project configs, code patterns, docs, PRs, and CI/CD sources. Aggregates confidence-scored findings for review, approval, and application via docs-manager.
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Language-specific coding standards loaded on-demand by other skills.
This is a library skill - it doesn't run standalone but provides standards references that other skills load based on file types being processed.
| Standard | Reference | Loaded By |
|---|---|---|
| Skill Structure | references/skill-structure.md | vibe (skill audits), doc (skill creation) |
| Python | references/python.md | vibe, implement, complexity |
| Go | references/go.md | vibe, implement, complexity |
| Rust | references/rust.md | vibe, implement, complexity |
| TypeScript | references/typescript.md | vibe, implement |
| JavaScript | references/javascript.md | vibe, implement |
| Shell | references/shell.md | vibe, implement |
| YAML | references/yaml.md | vibe |
| JSON | references/json.md | vibe |
| Markdown | references/markdown.md | vibe, doc |
| SQL Safety | references/sql-safety-checklist.md | vibe, pre-mortem (when DB code detected) |
| LLM Trust Boundaries | references/llm-trust-boundary-checklist.md | vibe, pre-mortem (when LLM code detected) |
| Race Conditions | references/race-condition-checklist.md | vibe, pre-mortem (when concurrent code detected) |
| Codex Skills | references/codex-skill.md | vibe (when skills-codex/ or converter files detected) |
| Behavioral Discipline | references/behavioral-discipline.md | implement, review, vibe, pre-mortem |
| Test Pyramid | references/test-pyramid.md | plan, pre-mortem, implement, crank, validation, post-mortem |
| SKILL.md Tier-Caps | references/skill-tier-caps.md | vibe (skill line-cap audits), doc, plan |
| External-Source Attribution | references/external-source-attribution.md | doc (when absorbing external corpora), heal-skill |
Skills declare standards as a dependency:
skills:
- standards
Then load the appropriate reference based on file type:
# Pseudo-code for standard loading
if file.endswith('.py'):
load('standards/references/python.md')
elif file.endswith('.go'):
load('standards/references/go.md')
elif file.endswith('.rs'):
load('standards/references/rust.md')
# etc.
Specialized checklists for high-risk code patterns. Loaded automatically by /vibe and /pre-mortem when matching code patterns are detected:
| Checklist | Trigger Pattern | Risk Area |
|---|---|---|
sql-safety-checklist.md | SQL queries, ORM calls, migration files, database/sql, sqlalchemy, prisma | Injection, migration safety, N+1, transactions |
llm-trust-boundary-checklist.md | anthropic, openai imports, prompt templates, *llm*/*prompt* files | Prompt injection, output validation, cost control |
race-condition-checklist.md | Goroutines, threads, asyncio, sync.Mutex, shared file I/O | Shared state, file races, database races |
codex-skill.md | Files under skills-codex/, convert.sh, skills-codex-overrides/ | Codex API conformance, prohibited primitives, tool mapping |
behavioral-discipline.md | Execution, review, or plan-validation tasks with ambiguity or broad blast radius | Hidden assumptions, overbuilding, drive-by edits, weak verification |
Skills detect triggers via file content patterns and import statements. Each checklist's "When to Apply" section defines exact detection rules.
For comprehensive audits, skills can load extended standards from
vibe/references/*-standards.md which contain full compliance catalogs.
| Standard | Size | Use Case |
|---|---|---|
| Tier 1 (this skill) | ~5KB each | Normal validation |
| Tier 2 (vibe/references) | ~15-20KB each | Deep audits, --deep flag |
| Domain checklists | ~3-5KB each | Triggered by code pattern detection |
Skills that use standards:
/vibe - Loads based on changed file types/implement - Loads for files being modified/review - Loads for change-quality and blast-radius checks/doc - Loads markdown standards/bug-hunt - Loads for root cause analysis/complexity - Loads for refactoring recommendationsUser says: /vibe (detects changed Python files)
What happens:
auth.py in changesetstandards/references/python.md automaticallyResult: Python code validated against language-specific standards without manual reference loading.
User says: /implement ag-xyz-123 (issue modifies Go files)
What happens:
server.go in implementation scopestandards/references/go.md for contextResult: Go code generated conforming to standards, reducing post-implementation vibe findings.
| Problem | Cause | Solution |
|---|---|---|
| Standards not loaded | File type not detected or standards skill missing | Check file extension matches reference; verify standards in dependencies |
| Wrong standard loaded | File type misidentified (e.g., .sh as .bash) | Manually specify standard; update file type detection logic |
| Deep standards missing | Vibe needs extended catalog, not found | Check vibe/references/*-standards.md exists; use --deep flag |
| Standard conflicts | Multiple languages in same changeset | Load all relevant standards; prioritize by primary language |