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AutoKnit —— 省token的分治执行框架：PRD 进，稳定可维护的代码出。程序做调度（0 token），LLM 只出智力，告别"5元写代码，100元改功能"的Vibe Coding困境。AutoKnit — A token-efficient divide-and-conquer execution framework: PRD in, stable maintainable code out. Program handles orchestration (0 token), LLM provides intelligence. Say goodbye to the Vibe Coding trap — paying 5 to write code, 100 to change
Install verification: Ecosystem app: not installed via dsh plugin add, so the L1-L5 plugin install-verification ladder does not apply; the security scan still runs.Install verification details →
What it doesAI
A token-efficient divide-and-conquer framework that converts PRDs into stable maintainable code using LLMs.
- Divide-and-conquer execution: breaks coding tasks into managed subtasks.
- Token-efficient: program handles orchestration, LLM only generates code.
- PRD-to-code: transforms product requirements into maintainable code.
Capability tags are AI-inferred or rule-extracted from the README (see badge) — vocabulary-limited, not install-verified. AI = inferred; README = literal keyword from the readme.
Installation
Ecosystem apps are not installable via dsh plugin add: desktop / web shells install or deploy through their own release channel (GitHub Releases or the project site).
The level reads L5 · Ecosystem plugin / L5 · Ecosystem app per the three-way classification (the L1-L5 ladder does not rate them); the security scan still runs.
Verification & Compatibility◼ Ecosystem app
Grouped by plugin version: each card lists the dsh versions actually tested against that artifact version and their install verdicts (L5 wins). Untested combinations are omitted — absence means untested, never assumed compatible. L1–L3 are a plugin-level static archive (independent of the dsh version — the same verdict on every dsh row): they sit in each row's level grid next to L4/L5, marked "static", while their evidence is stored once per plugin inside that row's "checks & evidence" instead of being duplicated per version.
External credentials (plugin-level): none detected
| plugin ＼ dsh | dsh 0.2.0-rc.1 | dsh 0.1.7-rc.2 | dsh 0.1.7-rc.1 | dsh 0.1.7-alpha.2 | dsh 0.1.6-alpha.2 |
|---|---|---|---|---|---|
| v1.0.1 | · | · | · | · | · |
v1.0.1github◼ 3 ecosystem app2026-09-30
https://github.com/Renjie-hub-byte/DSH-AutoKnit
◼dsh 0.1.3-alpha.22026-09-08Ecosystem app
- • Node.js: v24.14.0
- • DSH: 0.1.3-alpha.2
- • Plugin artifact: github · https://github.com/Renjie-hub-byte/DSH-AutoKnit#v1.0.1
ID: dsh-autoknit@v1.0.1@dsh0.1.3-alpha.2 · profile: l4-sandbox
Issued: 2026-09-08 · expires: 2026-09-15
View checks & evidence
not present in web-profile loader inventory
L1–L3 are plugin-level static conclusions (baseline, identical across dsh versions): evidence is stored once per plugin.
◼dsh 0.1.3-alpha.12026-09-07Ecosystem app
- • Node.js: v24.14.0
- • DSH: 0.1.3-alpha.1
- • Plugin artifact: github · https://github.com/Renjie-hub-byte/DSH-AutoKnit#v1.0.1
ID: dsh-autoknit@v1.0.1@dsh0.1.3-alpha.1 · profile: l4-sandbox
Issued: 2026-09-07 · expires: 2026-09-14
View checks & evidence
not present in web-profile loader inventory
L1–L3 are plugin-level static conclusions (baseline, identical across dsh versions): evidence is stored once per plugin.
◼dsh 0.1.2-rc.12026-09-05Ecosystem app
- • Node.js: v24.14.0
- • DSH: 0.1.2-rc.1
- • Plugin artifact: github · https://github.com/Renjie-hub-byte/DSH-AutoKnit#v1.0.1
ID: dsh-autoknit@v1.0.1@dsh0.1.2-rc.1 · profile: l3-fullscan
Issued: 2026-09-05 · expires: 2026-09-12
View checks & evidence
ecosystem plugin: no dsh.bundle declaration
L1–L3 are plugin-level static conclusions (baseline, identical across dsh versions): evidence is stored once per plugin.
Only the latest 3 published versions are shown; source-snapshot (commit hash) groups, unstated groups and older versions are omitted — the full archive stays in the data layer (snapshot/unstated groups appear only when a plugin has no published version).
Author badges
Embed the official badges in your README to showcase security & install-test status:
`[](https://www.dsh.so/artifact/dsh-autoknit/)`Security Report
Two automated layers, neither a manual review: a static scan (per-plugin rule checks) and a model-driven dynamic security audit that covers only the subset static-flagged at warn or above and never executes plugin code.
Static low, dynamic no conclusion — stricter wins → overall low.
—v1.0.1git2026-10-07v1.0.1same versionclean · gitVet is an AST static scan (npm artifact or git source).
not in the dynamic queue (queue only covers plugins static-flagged at warn or above) — this does not mean the dynamic audit found it safe.
Rule: the dynamic audit can only raise risk, never lower it (raise-only, never an exemption); a wrong raise is withdrawn by human review and the tier falls back to the static verdict. Overall verdict = the stricter of the two layers.
Disclaimer: the static scan and the dynamic security audit are both automated analysis, not a security guarantee. Always review what you install.
Activity
Last commit 2026-09-06 · activity: Stable
• Repo created: 2026-09-01
• Stars: ★ 0 · Forks: 0
• Health: Stable — committed within 90 days
Source
Author README
View on GitHub ↗The author's original README from the repository — fetched live, unedited (the English page loads the default README).