incremental-project-analysis SKILL.md skillA
incremental-project-analysis from devcodex-labs/devcodex is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add devcodex-labs/devcodex/incremental-project-analysis@git:20260730.6ee304aPins git:20260730.6ee304a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- devcodex-labs/devcodex
- Path
content/skills/incremental-project-analysis/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260730.6ee304a, committed Jul 30, 2026
- Size
- 12,066 bytes
- Repository stars
- 432
- License
- AGPL-3.0
增量项目分析 Owner — 知识快照、内容 digest、分析视角覆盖、changed→impact 选择性失效、智能分批可见交付、全局优先级综合、分析精度合同与双层验证；大型/逐文件分析禁止只缓存自然语言总结。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Incremental Project Analysis ## 职责 承接大库 / 逐文件 / 多会话项目分析的**可复用认知层**：把稳定事实、依赖图、分析视角覆盖与结论新鲜度做成可校验快照，支持增量重算、分批交付与全局综合。 **不**替代 `skill-gap-analysis` 的规模分批扫描本身；**不**替代 `analyze-default` 的只读多轮分析主流程。本 Skill 提供快照、精度、批次交付与验证状态机。 ## 何时触发 - 用户要求完整深度 / 逐文件 / 多批项目分析，且语料 non-small。 - 用户要求「后续只分析增量 / 不要每轮重读全库」。 - `analyze-default` / `skill-gap-analysis` 在 ScaleDecision 为 `batched` / `sampled+deep-read` 时必须调用本 Skill 的交付与精度门禁。 - 用户要求最终确认清单 / 可吸纳包时，叠加 `FindingThemeCoverageMatrix`（与 `report` ABS-17 一致）。 ## 与相邻 Skill 分界 | Skill | 本 Skill 管 | 对方管 | |-------|-------------|--------| | `skill-gap-analysis` | 知识快照、全局 backlog、精度与验证阶段 | 规模路由、缺口 vs Owner 矩阵、corpus inventory | | `analyze-default` | 快照复用、BatchProgress、GlobalBacklog、双产物 | 三轮收敛、PCV、只读边界、治理 intake | | `memory` | 快照路径链接；**禁止**把快照正文写入 SUMMARY | 会话日记、handoff、TimingCard | | `report` | Theme+Detail 链接、CoverageMatrix 字段 | 报告路径与五项验证列 | ## 核心产物 | 产物 | 说明 | |------|------| | `ProjectKnowledgeSnapshotV2` | 可持久化 accepted 项目知识；含 repo/root、Merkle、环境绑定、policy/schema 版本 | | `FileKnowledgeRecordV2` | 每文件 content identity、coverageLevel、结构观察与已接受声明 | | `SemanticClaimV1` | 类型化声明；绑定 sourceRange/rangeDigest、authority、lens、policy 与依赖 | …
Read the whole file at its exact version.
How to install
mdr add devcodex-labs/devcodex/incremental-project-analysis@sha256:34291cafb7412c2cThe line at the top of this page pins the label git:20260730.6ee304a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vuvjnt7pojdzr6i6)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 30, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12066 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
devcodex-labs/devcodex · 432 stars · license AGPL-3.0 · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vuvjnt7pojdzr6i6 GET https://markdownregistry.com/api/v1/resolve?ref=devcodex-labs/devcodex/incremental-project-analysis GET https://markdownregistry.com/api/v1/blob/34291cafb7412c2ccf28037ea293c4c345fbb2e3937d8bcb0095c37ffdebfbf9
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.