Evaluates new product opportunities through demand, channels and economics before committing to build.
日本語の概要は準備中です。原文の説明を表示しています。
Modernizes a bounded capability to reduce demonstrated maintenance cost; not routine upgrades or performance tuning.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Goal: Modernize a bounded capability only when the new design measurably reduces human workflow friction, maintenance, risk, dependency duplication, or delivered artifact cost. Preserve behavior, isolate migrations, and revert changes that do not create net value.
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.
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 |
|---|---|---|---|
| Current mechanism and consumers | Native file search plus language server or host-native code intelligence | Mapping contracts, callers, configuration, data, lifecycle, and tests | Narrow import, symbol, route, and configuration search with direct reads |
| Existing platform capabilities | Manifests, lockfiles, runtime APIs, and current official documentation | Avoiding new dependencies or custom code for an already available feature | Repository examples and source inspection; mark capability UNVERIFIED if current docs are unavailable |
| External replacement candidates | Official package registries, source repositories, documentation, releases, advisories, and license data | Comparing maintained software with custom implementation | Primary-source web research; do not rely on popularity lists alone |
| Baseline and value | Build output, bundle analysis, code inventory, benchmark, defects, or maintenance evidence | Defining what modernization must improve | Reproducible static counts with documented scope and limitations |
| Safe migration | Git isolation, focused edits, native package manager, and repository generation commands | Replacing one bounded capability and its consumers | Stop if user changes or generated state cannot be protected |
| Verification | Repository-defined build, lint, type, test, smoke, packaging, and runtime checks | Before migration and after every retained step | Choose the smallest portfolio action when existing evidence cannot prove a material contract |
| Delivered artifact analysis | Existing bundle analyzer, size report, startup profile, or dependency report | Bundle size, load path, or runtime cost is part of the goal | Build artifact comparison with reproducible file and compression rules |
Do not replace working custom code merely because an external package exists. Do not introduce an unmaintained dependency, accept incompatible licensing, or remove the old path until all consumers and rollback conditions are understood.
This workflow owns a measured reduction in maintenance cost. Requests primarily establishing container, access, error or recovery guarantees are technical foundation work, even when refactoring is needed. Do not turn a foundation task into a second modernization program or redefine its contract.
NO_CHANGE when evidence shows no worthwhile in-scope modernization; use BLOCKED when a plausible requested benefit cannot be evaluated because essential evidence is unavailable.SELECTED and every considered but non-chosen option REJECTED, recording the evidence or tradeoff that determined each decision.KEEP, ADD, UPDATE, MERGE, DELETE, or justified NO_TEST within the approved test scope, remove superseded testware, and give temporary characterization or compatibility evidence a removal trigger.KEEP only when required behavior and verification pass and the defined net value is achieved.DISCARD and revert the bounded change when value remains unproven, regressions remain, or net complexity exceeds the agreed tradeoff.DELIVERED when the selected bounded design is fully retained and verified; use PARTIAL when an independently safe subset is retained with explicit remaining work; use NO_CHANGE when every migration is discarded and the baseline is restored; use BLOCKED when authorization, safety evidence, or required verification is unavailable.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: Capability, protected contract, consumers, current cost, and behavioral/value baselines. Compare considered alternatives and SELECTED / REJECTED reasons. Per migration: changes, verification, comparable value metrics, and KEEP / DISCARD. Include code/dependency and workflow deltas, affected test actions, residual custom code/compatibility, outstanding transition work, and run-owned measurement/diff/rollback/cleanup evidence.
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Evaluates new product opportunities through demand, channels and economics before committing to build.
日本語の概要は準備中です。原文の説明を表示しています。
Defines product requirements, business rules and acceptance criteria for a committed intent; edits product docs only.
日本語の概要は準備中です。原文の説明を表示しています。
Designs user flows, interaction states and mockups for a defined product scope; does not implement UI code.
日本語の概要は準備中です。原文の説明を表示しています。
Defines measurable architecture drivers and constraints before system design; edits architecture docs only.
日本語の概要は準備中です。原文の説明を表示しています。
Documents current architecture from implementation evidence; does not propose a target or audit fitness.
日本語の概要は準備中です。原文の説明を表示しています。
Designs target system boundaries, contracts and tradeoffs from requirements; does not plan tasks or implement.
日本語の概要は準備中です。原文の説明を表示しています。