Evaluates new product opportunities through demand, channels and economics before committing to build.
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Audits cross-cutting codebase health, security and maintainability; not a single-change review or specialist audit.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Goal: Perform a broad, read-only production-code health audit. Find concrete cross-cutting failure, security, delivery, and maintenance risks without turning detector matches or personal style preferences into findings. Do not substitute for documentation trust, test-portfolio, whole-architecture, or persistence-specific review.
Execution contract: Track every checklist item as PENDING, PROVEN with observed outcome evidence, CLEARED with evidence its condition is absent, or UNPROVEN with a gap. Reading, delegation, tool failure, zero exit status, and self-reported success are not proof. Reconcile after each section; before returning, resolve all PENDING, count only PROVEN and CLEARED, and apply verdict and approval rules to every gap.
Preserve intent, scope, mode, and existing authorization. Complete authorized work before required external approval; ask only consequential unresolved choices. If nobody can answer, report the exact question and apply the skill's gap verdict without waiting or guessing. Cite any blocking instruction and unresolved boundary; never invent approval gates. Scale depth to material risk; preserve mandatory checks, dependencies, and safety order while choosing verification methods.
Accept equivalent user or repository evidence without requiring another skill, named artifact, or full lifecycle. Preserve source requirement and decision IDs. Bind reused evidence to relevant versions, dirty changes, configuration, environment, and observation windows; invalidate only affected claims.
Choose the primary workflow by outcome and explicit selection. Consume neighboring contracts and valid evidence without duplicating ownership or restarting audits. Split distinct deliverables by scope, not mandatory skill invocation. Broad independent assessments use audit workflows; focused domain reviews remain read-only.
On continuation, reconcile task, authorization, state, and gaps. Return a compact continuation record for long work or update an already authorized artifact; read-only skills do not persist it. Distinguish artifact readiness, verified behavior, and external-action authority.
Trace applicable requirements to their authoritative owner, planned or implemented change, acceptance evidence and status in the existing artifact or response; no new registry is required. Explicit constraints remain binding until an authorized deviation; risk determines priority, not permission to ignore them.
Investigate the causal flow beyond initially named files. Within implementation authority, include structural repair needed for the outcome; minimize total complexity and risk, not changed lines. This does not authorize unrelated cleanup or mutation during review.
Before retrieval, define the evidence question; read selectively without skipping applicable instructions. Use tools for mechanical processing; summarize bounded results, errors, coverage, and source paths, keeping full output outside context.
Before technical decisions, establish applicability and actual versions; verify version-dependent assumptions against official documentation or specifications. Search and read primary pages for current external recommendations; snippets are not evidence. Version-matched bundled documentation or valid prior evidence suffices. Record decision, version, source, and limitations. Mark unavailable evidence UNVERIFIED; block only essential dependent work. Prefer native mechanisms, justify added tools or abstractions with evidence, and reuse the existing rule owner.
| Need | Preferred tool | Use it when | Fallback |
|---|---|---|---|
| Repository map and stack detection | Native file listing, manifests, build files, and repository instructions | Establishing scope, generated areas, entrypoints, supported runtimes, and commands | Targeted tree inspection and known entrypoints |
| Symbols, callers, ownership, and data flow | Language server or host-native code intelligence | A finding depends on symbol identity, references, overrides, route wiring, or cross-file behavior | Narrow text search plus direct inspection of every relevant match |
| Current changes and historical context | Git status, diff, log, and blame | Separating current work, regressions, intentional constraints, and dead compatibility paths | Current implementation and explicit decision records |
| Delivery health | Repository-defined build, lint, type, test, and smoke commands | Establishing whether the project can ship in its documented environment | Inspect CI and scripts; mark execution unavailable |
| Dependency and security state | Native package-manager audit, manifests, lockfiles, and official advisories | Checking known vulnerabilities, unsupported versions, and dependency health | Official registry and vendor sources; never guess severity |
| Runtime evidence | Existing logs, metrics, traces, profiles, and diagnostics | Static analysis cannot establish frequency, reachability, or operational impact | Call-path analysis with an explicit static-only limitation |
| Current external behavior | Official specifications, vendor documentation, and release notes | A finding depends on current API, runtime, or standard behavior | Primary-source web research; otherwise mark UNVERIFIED |
Start with summary-level discovery and narrow before reading deeply. Run only repository-defined or clearly safe diagnostic commands; never publish, deploy, migrate production data, rotate secrets, or rewrite files during the audit.
This workflow owns read-only cross-cutting findings. Foundation engineering owns authorized remediation of technical contracts. An audit request never authorizes invoking an implementation workflow to repair its findings.
Search for committed secrets, unsafe credential patterns, sensitive defaults, debug bypasses, and accidental exposure through logs or errors.
For credential findings, never expose the raw value: distinguish live material from placeholders, fixtures, examples, and allowlisted fingerprints; report only the type, location, and redacted evidence, and recommend revocation, rotation, or history remediation only for confirmed exposure without performing it during the audit.
Trace untrusted input into SQL, shell, templates, HTML, file paths, URLs, deserialization, redirects, and other injection-sensitive sinks.
Check authentication, authorization, tenant or ownership isolation, privilege transitions, insecure direct object access, and default-deny behavior.
Check validation at trust boundaries, canonicalization, size and rate limits, unsafe file operations, and destructive-action confirmation or guards.
Verify security findings against actual call paths, framework behavior, configuration, and current official guidance before assigning severity.
Inspect compiler, linter, type checker, tests, packaging, and CI configuration for skipped gates, ignored failures, environment drift, and non-reproducible delivery.
Verify that successful packaging produces the intended entrypoints, assets, metadata, target platform, and deployable artifact; exit code zero alone does not prove a shippable build.
Find stale skip, quarantine, allow-failure, continue-on-error, and warning-suppression paths that make required signals appear green.
Check configuration completeness, required environment validation, unsafe fallbacks, missing examples, and differences between local, CI, and deployment settings.
Engineering enforcement: Map applicable technical rules to executable checks, covered technologies/files, strictness and documented exceptions. Identify missing or ineffective checks and their implementation owner; preserve mandated presets and warning policy. Bind evidence to the actual command and supported environment, not configuration presence. Read-only workflows report gaps without repairing them; guidance-only workflows describe controls without executing or implementing them.
P0-P3 based on exploitability, data or availability impact, delivery blockage, recurrence, and remediation urgency.BLOCKED when a required safety environment, high-risk behavior, or authoritative contract cannot be verified without a credible fallback; use FAIL for an evidenced unresolved P0/P1, required failing delivery gate, or demonstrated unsafe behavior; use CONCERNS only for verified non-blocking risks, and PASS only when required checks complete with no material finding.Report in the user's language, in this order; label all five fields and state each fact once. Use controlled plain language: one fact per sentence, usually under 20 words, active voice, and one term per concept, with no synonyms for verdicts, IDs, or states. Small results may use one line per field; omit empty tables and do not copy linked artifacts:
Checklist: X/Y complete; Incomplete: None or each UNPROVEN item's reason, outcome impact, and exact next action; residual risks and required decisions.Skill-specific evidence: Security, delivery, maintainability/dependencies, diagnosability, concurrency, and lifecycle evidence. Findings need priority, location, trigger or failure path, confidence, material impact, unacceptable tradeoff, and minimal remediation with expected effort; allow equivalent valid solutions. Order remediation by prerequisites and risk reduction, not detector count.
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Evaluates new product opportunities through demand, channels and economics before committing to build.
中文简介正在准备中。当前显示原文说明。
Defines product requirements, business rules and acceptance criteria for a committed intent; edits product docs only.
中文简介正在准备中。当前显示原文说明。
Designs user flows, interaction states and mockups for a defined product scope; does not implement UI code.
中文简介正在准备中。当前显示原文说明。
Defines measurable architecture drivers and constraints before system design; edits architecture docs only.
中文简介正在准备中。当前显示原文说明。
Documents current architecture from implementation evidence; does not propose a target or audit fitness.
中文简介正在准备中。当前显示原文说明。
Designs target system boundaries, contracts and tradeoffs from requirements; does not plan tasks or implement.
中文简介正在准备中。当前显示原文说明。