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@mingger77/project-learning-helper

一个助力包括我在内的萌新进行项目式学习的dsh preset

Ecosystem pluginKnowledgeFileAgent orchestration
Verification
L5 · Ecosystem plugin
Ecosystem plugin
Risk
LowRisk
Health
Stable
Trust
Silver

Install verification: Ecosystem plugin: installs via dsh plugin add but declares no dsh.bundle and mounts no plugin capability — the L1-L5 install ladder does not rate it; the security scan still runs.Install verification details →

What it doesAI

A DSH agent preset for problem-driven, Lab-centered project learning with handouts, auto-graded stages, reviews, and write-permission guardrails.

  • One Lab = one stage: handout, rules, runnable autograder, and retrospective
  • Same methodology shipped for Pi, OpenCode, and DSH harnesses
  • Persona plus model-level meta-rules block out-of-scope writes and protect grade files
knowledgeAIfileAIagent-orchestrationAI

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

dsh plugin --profile web add github:mingger77/project-learning-helper
verified

Install method: GitHub · runtime test inconclusive (L5 unknown)

Verification & Compatibility○ Ecosystem plugin

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

Declared DSH compatibilityfrom package.json · peerDependencies
package manifest not collected

package manifest not collected — the declared range is unknown.

Install compatibility matrix (rows = plugin versions〔latest 5〕, columns = dsh versions〔latest 5〕)
○ Ecosystem plugin
At-a-glance → evidence in the cards below
plugin ＼ dshdsh 0.2.1-rc.2
current
dsh 0.2.1-alpha.4dsh 0.2.1-alpha.2
da623b○○○
c0a106···
Install compatibility (by plugin version, dsh versions within)
Legend:✓ L5 runtime verified○ ecosystem plugin◼ ecosystem app✗ failed
da623bgithub○ 3 ecosystem plugin2026-10-19

https://github.com/mingger77/project-learning-helper

○dsh 0.2.1-rc.2current2026-10-19Ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.2.1-rc.2
  • • Plugin artifact: github · https://github.com/mingger77/project-learning-helper (version unstated)
Levels (L1–L3 plugin-level static archive · L4/L5 newest real verdicts for this combination)
L1 static
Passed
L2 static
Passed
L3 static
Passed
L4 sandbox
Passed
L5 runtime
Unknown
Ecosystem plugin: no install verdict — not a usable dsh plugin (shown as L5 · ecosystem plugin)
Ecosystem plugin

ID: project-learning-helper@da623b@dsh0.2.1-rc.2 · profile: l4-sandbox

Issued: 2026-10-19 · expires: 2026-10-26

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-10-18
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-10-18
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-19
spec github:mingger77/project-learning-helper · channel GitHub source · outcome ran · exit 0
check took: 1.8s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-19
spec github:mingger77/project-learning-helper · channel GitHub source · outcome ran · exit 0
check took: 1.8s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-19
spec github:mingger77/project-learning-helper · channel GitHub source · outcome ran · exit 0
check took: 1.8s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-19
spec github:mingger77/project-learning-helper · install mode reused L4 scratch
check took: 42ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-10-19
ready line dsh web: http://127.0.0.1:59395/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-10-19
path / · HTTP 200 · took 42ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-19
verdict not-found · entries 149
phases: active 121 · null 28
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 0.2.1-alpha.42026-10-18Ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.2.1-alpha.4
  • • Plugin artifact: github · https://github.com/mingger77/project-learning-helper (version unstated)
Levels (L1–L3 plugin-level static archive · L4/L5 newest real verdicts for this combination)
L1 static
Passed
L2 static
Passed
L3 static
Passed
L4 sandbox
Passed
L5 runtime
Unknown
Ecosystem plugin: no install verdict — not a usable dsh plugin (shown as L5 · ecosystem plugin)
Ecosystem plugin

ID: project-learning-helper@da623b@dsh0.2.1-alpha.4 · profile: l3-fullscan

Issued: 2026-10-18 · expires: 2026-10-25

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-10-18
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-10-18
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-16
spec github:mingger77/project-learning-helper · channel GitHub source · outcome ran · exit 0
check took: 4.8s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-16
spec github:mingger77/project-learning-helper · channel GitHub source · outcome ran · exit 0
check took: 4.8s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-16
spec github:mingger77/project-learning-helper · channel GitHub source · outcome ran · exit 0
check took: 4.8s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-16
spec github:mingger77/project-learning-helper · install mode reused L4 scratch
check took: 912ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-10-16
ready line dsh web: http://127.0.0.1:49818/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-10-16
path / · HTTP 200 · took 912ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-16
verdict not-found · entries 149
phases: active 121 · null 28
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 0.2.1-alpha.22026-10-14Ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.2.1-alpha.2
  • • Plugin artifact: github · https://github.com/mingger77/project-learning-helper (version unstated)
Levels (L1–L3 plugin-level static archive · L4/L5 newest real verdicts for this combination)
L1 static
Passed
L2 static
Passed
L3 static
Passed
L4 sandbox
Passed
L5 runtime
Unknown
Ecosystem plugin: no install verdict — not a usable dsh plugin (shown as L5 · ecosystem plugin)
Ecosystem plugin

ID: project-learning-helper@da623b@dsh0.2.1-alpha.2 · profile: l4-sandbox

Issued: 2026-10-14 · expires: 2026-10-21

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-10-18
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-10-18
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-14
spec github:mingger77/project-learning-helper · channel GitHub source · outcome ran · exit 0
check took: 2.2s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-14
spec github:mingger77/project-learning-helper · channel GitHub source · outcome ran · exit 0
check took: 2.2s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-14
spec github:mingger77/project-learning-helper · channel GitHub source · outcome ran · exit 0
check took: 2.2s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-14
spec github:mingger77/project-learning-helper · install mode reused L4 scratch
check took: 701ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-10-14
ready line dsh web: http://127.0.0.1:49746/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-10-14
path / · HTTP 200 · took 701ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-14
verdict not-found · entries 149
phases: active 121 · null 28
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.

c0a106local2026-10-14

Ecosystem plugin: installs via dsh plugin add but declares no dsh.bundle and mounts no plugin capability — its level reads L5 · Ecosystem plugin.

Author badges

Embed the official badges in your README to showcase security & install-test status:

dsh.so risk
`[![dsh.so risk](https://www.dsh.so/badge/project-learning-helper.svg)](https://www.dsh.so/artifact/project-learning-helper/)`

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.

project-learning-helperAutomated review · daily

Static low, dynamic medium — stricter wins → overall medium.

static low→dynamic medium→overall medium
0 critical·0 high
mediumoverall · medium
1static scan · vet primaryvet AST static analysis (npm artifact or git source)
Version binding
plugin version—
scanned versiond8d2626035c5git2026-10-21
current versiond8d2626035c5same version
vet verdictclean · git

Vet is an AST static scan (npm artifact or git source).

show static findings (9)
  • warningshellExec · shellopencode-variant/.opencode/skills/project-lab-method/references/check-rules.mjs:166

    const out = execFileSync("git", ["diff", "--numstat", "HEAD"], {

  • warningchildProcess · code-execopencode-variant/.opencode/skills/project-lab-method/references/grade.mjs:63

    const result = spawnSync(test.command, {

  • warningshellExec · shellpi-plugin/.pi/skills/project-lab-method/references/check-rules.mjs:166

    const out = execFileSync("git", ["diff", "--numstat", "HEAD"], {

  • warningchildProcess · code-execpi-plugin/.pi/skills/project-lab-method/references/grade.mjs:63

    const result = spawnSync(test.command, {

  • warningshellExec · shellproject-learning-preset/skills/project-lab-method/references/check-rules.mjs:166

    const out = execFileSync("git", ["diff", "--numstat", "HEAD"], {

  • warningchildProcess · code-execproject-learning-preset/skills/project-lab-method/references/grade.mjs:63

    const result = spawnSync(test.command, {

  • warningmanifest-fs-unfenced · sandboxproject-learning-preset/agent.cordis.yml

    Mutating filesystem tool has no explicit fs backend in realm

  • warningmanifest-search-unfenced · sandboxproject-learning-preset/agent.cordis.yml

    Search tool reads without an explicit fs mount

  • warningmanifest-shell-unfenced · sandboxproject-learning-preset/agent.cordis.yml

    Shell tool without a sandbox runner or policy in realm

2dynamic auditmodel reads redacted source context · never executes plugin code
highest grademedium
merged intooverall medium
audited at2026-10-17
findings0 critical·0 high1 medium / 1 low hidden
show 2 audit findings
  • mediumAutograder shell-executes model-authored commands from lab.config.json without allowlist or confirmationpi-plugin/.pi/skills/project-lab-method/references/grade.mjs:63

    tests[].command strings are produced by the agent via learning_lab and persisted in lab.config.json (later frozen by the guard). learning_grade then runs `node autograder/grade.mjs`, which pipes every command through /bin/sh with the user's inherited environment (env: { ...process.env }). Unlike `git commit`, this execution path has no user confirmation, so any content that steers the model (a hostile README, an injected source comment, a poisoned issue) can land as an arbitrary shell command that the tool then runs on the user's behalf. Same copies exist at opencode-variant/.opencode/skills/p

  • lowinstall.sh recursively deletes <argv1>/.pi with no target validation or backuppi-plugin/scripts/install.sh:15

    dst is built directly from the first positional argument (dst="$target/.pi") with no normalization or sanity check. A mistyped or shell-expanded target (for example an accidental $HOME or a path with a stray variable) causes an unrecoverable recursive delete of that directory's .pi content once --force is supplied, before any copy is attempted.

Learning-mode plugin whose write guard is sound; the real risk is the autograder shell-executing model-authored lab.config.json commands, plus an unvalidated rm -rf in install.sh.

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 2026-09-18 · activity: Stable

• Repo created: 2026-09-06

• Stars: ★ 1 · Forks: 0

• Health: Stable — committed within 90 days

Source

GitHub: github.com/mingger77/project-learning-helper

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