按类别或厂商查找并获取网络安全报告,比较威胁、勒索软件、数据泄露、云安全和AI趋势。分析会注明每项数据的厂商、年份及报告,并分别呈现来源间的分歧。
- 按类别查找威胁报告
- 获取指定厂商的报告
- 比较多家厂商的勒索软件趋势
依据定义完成条件的ISA开展软件开发、修改、测试和检查,核对代码与条件是否一致,查明未达标原因并修正标准;流程会按工作规模调整。
Builds, tests, modifies and checks up on software against its ISA, from a one-file change to a giant system. Build turns intent into ISA criteria and makes them pass; Test proves the ISA is well formed, matches the code, and every criterion's Assay eval passes; Modify changes criteria first, then code; Checkup joins the ISA with production, Vigil, Errata and Achilles, says why each red criterion is red, and repairs the ISA. Each run is sized to the ask: small work inline, wide work a workflow. USE WHEN build an app, site, game, tool, CLI or pipeline, start a new project, implement or change a feature, fix a bug in an app, test the app, is the code in sync with the ISA, run the app evals, catch up an old repo into an ISA, health check, checkup, why are these ISCs red, audit the ISA, sync the ISA with production. NOT FOR editing an ISA's articulation alone (ISA), eval or judge design (Assay), new skills (CreateSkill), workflow definitions (Workflows), slides, images, Visualize, deploying (the project deploy command).
实测评分 未实测
查看安装方法Development可用于开发、修改、测试和检查应用、网站、游戏、命令行工具及流水线等软件。它以ISA为依据;ISA是一份定义完成条件的文档。新项目会先把需求整理成条件,再进行实现。修改功能或修复缺陷时,通常先更新条件,再改代码。测试会检查ISA是否与代码一致,以及每项条件的评估是否通过。检查项目时,它会调查未达标条件的原因,也会修正缺失或过时的条件。小规模改动可以直接处理,范围较大的工作则使用工作流。
创建软件、添加或修改功能、修复问题,或确认代码是否符合既定要求时,都可以使用它。它也适合检查长期未更新的项目,并查明哪些完成条件尚未满足及其原因。
部署不属于此技能的工作范围。范围较大的任务如果要使用工作流,需要您在当前会话中明确选择该工作流。
本介绍由 AI(OpenAI Codex)根据公开的 SKILL.md 撰写。准确的规格请查看下方原文。
AI 根据 SKILL.md 的内容检查了需要注意的操作和使用前提。评分只依据实际运行的结果(实测对比)。
不计入评分。 由 AI(OpenAI Codex)于 2026年10月28日 评估。仅供参考,安装前请同时查看原文。
安装前可以查看交给 AI 代理的指令内容。
Contents: Ideal State · Intent Routing · Data & Config · Acceptance (output contract) · Safety gates · Execution · Tools · Gotchas · Examples
The thin actor between an ISA and its code. The ISA holds the rigor: what done means, every criterion, every criterion's eval. Assay is how each criterion is verified, and the only eval system a build may use (LIFEOS/DOCUMENTATION/Assay/AssaySystem.md § One eval system), at the cheapest honest tier: a code assert when the criterion is literal, a judgment-layer question when it needs reading, a judge only when neither can answer, the principal for taste. Development builds, tests and modifies until the code and the ISA agree.
| Intent | Trigger | File |
|---|---|---|
| Build | new app, new feature, "build this", an existing repo with no ISA | Intents/Build.md |
| Test | "test the app", "is it in sync", "run the evals", a check before deploy | Intents/Test.md |
| Modify | change, fix or remove behavior in an app that has an ISA | Intents/Modify.md |
| Checkup | "health check", "checkup", "why are these ISCs red", "get everything in sync", "audit the ISA" | Intents/Checkup.md |
| File | Read when |
|---|---|
References/Guards.md | a guard refuses an edit or a builder, or you need to know whether an edit is checked against an ISA |
References/Inventory.md | reading Inventory.ts or sync output, or the code section of a Checkup.ts bundle |
References/Tools.md | a run needs a tool's full flags, output or exit codes, or is reading ISAGate's bundled-claim finding |
References/Sizing.md | questioning a run's tier, or checking whether sizing holds on the shape scoreboard |
User customizations at ${CLAUDE_CONFIG_DIR:-$HOME/.claude}/LIFEOS/USER/CUSTOMIZATIONS/SKILLS/Development/ (PREFERENCES.md and any files it lists) override the defaults when that directory exists.
Done means acceptance passed: the work was met the way the principal will meet it, compared to the reference and their words, and passed, with the captures. Criteria and tests are the builder's tools, not the done signal. Only the principal waives acceptance. (2026-10-07: a product page reached production broken while its whole test suite passed. IsaCheck.ts acceptance checks the recorded verdict at run end; the deploy path does not check it, References/Guards.md.)
The reference is the existing thing the work should be like (looked for in LifeOS and the project first), or a rough mock or sample output when nothing exists. The principal approves it before code is written, and the ISA links it.
How deep acceptance goes follows what the principal will meet (principal, 2026-10-12: speed is part of the experience). A rendered page, app UI or user-facing flow, anything deployed, and anything on a high-risk-path get the fresh agent below. A CLI, hook, internal tool or doctrine change is accepted by the builder's recorded run of the real command the principal would run, its output captured and compared with their words; that run is the verdict recorded under ## Status.
For the first kind: a fresh, non-forked agent of a lineage other than the builder's when one is available (Astra for Claude-built work). Its brief carries exactly four things and nothing else, no criteria, diff, test results or builder notes:
verdict: pass|fail, one line why, every capture it viewed, and each difference from the reference.It never fixes what it finds. The main session records acceptance: <verdict> <date> <capture paths> under the ISA's ## Status and leads the report with it; a waiver is recorded as acceptance: waived <date> <the principal's words>. Before a Build or Modify report calls such work done, IsaCheck.ts acceptance <isa> --since <the run's start date> exits 0.
References/Guards.md).LIFEOS/TOOLS/Review.ts) on the committed HEAD of each deployable repo the run touched, scoped as CfEnv scopes a deploy: the deploy directory, or the repo root when that directory is git-ignored build output. Its blockers are fixed inside the run before it reports done, so the deploy only reviews what nobody reviewed. A run never clears its own review with --allow-dirty, --waive-blockers or --past-round-cap; those reasons are the principal's. A span the review has blocked four times hits the round cap: the run stops patching, rethinks the approach, and brings it to the principal. A blocker the run did not cause, such as an inherited span over the 64-batch ceiling, is reported to the principal as that, not treated as the run's own failure. The project's gated deploy command ships: it re-runs the review only on spans nobody reviewed, then Bunker probes the live app against the ISA.Every Build, Modify, Test and Checkup run is sized to the work asked for (principal, 2026-10-10: five tiers to choose from instead of three; 2026-10-12: small work stays fast). Tiers 1 and 2 run inline in this session with no Workflow: build, rerun the criteria's evals, report. Tiers 3 to 5 are a Workflow tool script written for that run; read the Claude Code harness's built-in workflow-authoring reference before the first script of a session, and independent lanes run in parallel, never one after another in a loop (PreToolGuard refuses a for loop of await agent( that carries no // serial: reason). The tier comes from the work asked for: the criteria this request adds, changes or tests. A large ISA with a small request is a small tier. Ultracode stays off unless the principal turns it on.
The five tiers are the Router's, the one table in Algorithm § Routing, which every skill sizes by (Router ISA F8, 2026-10-16). In a Development run a part is one Feature, or a group of criteria inside one Feature that can be built and checked on its own. So one criterion or one file is tier 1, a few criteria in one Feature tier 2, one Feature end to end or two small ones tier 3, several independent Features tier 4, and a new project or a large slice tier 5.
A separate checker agent is not part of any tier from 1 to 4 (principal, 2026-10-10: fewer separate checker runs when the work already checks itself properly). The run's own eval rerun, acceptance, and LIFEOS/TOOLS/Review.ts at the end of the run (the deploy re-runs it only on unreviewed spans; cross-vendor, depth set by path, fails closed) are the independent looks. One checker runs per run, over the merged diff and never per lane, only when a trigger fires:
judged);high-risk-path);Review.ts never runs on it, such as ~/.claude hooks, doctrine, tools and other code committed without a deploy (no-review);fix-round).A checker the principal asks for outside these triggers is manual. The checker's model and effort follow router rule 19 (bun LIFEOS/ROUTER/Router.ts rules); its brief is the diff, the criteria and their test rows, and one question: do these tests prove these criteria. When no checker ran, the report names the reason ("evals rerun by the script, Review.ts at run end"), which is router rule 18's logged reason. The main session logs each checker's result with bun LIFEOS/ROUTER/Router.ts checker-log <trigger> found|clean, so a trigger that never catches anything can be dropped.
At every tier:
The tier is mine to pick from the request and is named in one line before the work starts. If a run's tier turns out wrong, the next script resizes; a running workflow is never reached by SendMessage.
args carry { isa: "<ISA path>", tier: <1-5>, lanes: [{ feature: "F<n>", name: "<lane>", criteria: ["ISC-4", …] }] }, and every agent label starts with its role and lane in the build:F<n> <name> form (verify:<Agent>:F<n> <name>, fix<round>:F<n> <name>), with phase set to the role. The workflow view (LIFEOS/TOOLS/WorkflowView.ts) links a run to its ISA only through these, so a run without them draws with no ISA in the statusline, the band and the answer card.workflow fence) for each run it launched: one line, the run id then a plain summary ( ```workflow / wf_… · T3 · 5 agents · ISA 41/60 / ```). The terminal swaps it for the live coloured card, and other channels show the line.Three tools in Tools/: Inventory.ts (the repo's surface list, and sync against an ISA), IsaCheck.ts (bar, write-probes, acceptance, conform and stamp, the one writer of an ISA's checkup: and isa_format: keys) and Checkup.ts (Checkup's evidence bundle). Each intent's Tool contract carries the commands it runs; every flag, output and exit code is in References/Tools.md.
dw, or asking for a workflow in words). Without that opt-in the run stays inline at tier 2 and says so in the tier line.References/Sizing.md..git. Agents hand results back; the main session ticks criteria, commits and ships.probe_cwd: config-root. Relative paths in probes resolve against that folder.case labels read as fake commands); what it sees and how sync counts coverage are in References/Inventory.md.User: "Build a CLI for my recipes" → Build intent → the repo's ISA holds atomic criteria with evals at the cheapest honest tier, they pass under Test, and acceptance passed against the reference the principal approved.
User: "Is the code in sync with the ISA?" → Test intent → a four-part report: well formed, sync with the surface kinds the inventory cannot see, every criterion's result at its Assay tier, and the read.
User: "Why are so many ISCs red on <app>?" → Checkup intent → every red criterion has a cause (code, row, no-eval, unrecorded, environment, obsolete) and its repair, uncovered complaints became criteria, and the ISA status shows red before and after.
User: "Fix the login bug in the app" → Modify intent → the ISA gained the criterion whose eval would have caught the bug, that eval was seen failing then passing, and the fast tier passed across the ISA.
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按类别或厂商查找并获取网络安全报告,比较威胁、勒索软件、数据泄露、云安全和AI趋势。分析会注明每项数据的厂商、年份及报告,并分别呈现来源间的分歧。
通过三轮分析,对比单个功能或组件的设计需求与整个系统的目标,梳理两者的冲突、合适的实现范围,以及方案是否符合整体方向。
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