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Add skills: frame-security-scan, adaptive-classifier, pts-pivotal-token-search, optiq-local-models - #5383

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@Sandeep85Das Sandeep85Das commented Oct 23, 2026 •

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Adds four skills, each a folder under skills/ with a SKILL.md and, for three of them, one reference file. docs/README.skills.md was regenerated with npm start, and npm run skill:validate passes.

Skill Tool it wraps
frame-security-scan Frame, a Python security scanner: scan, triage findings, generate and verify fixes, re-scan
adaptive-classifier adaptive-classifier: text classifiers that take new examples and new classes without retraining, with an evaluation checklist
pts-pivotal-token-search PTS: find the tokens and reasoning steps that change whether a model solves a task, read the events file, export datasets
optiq-local-models mlx-optiq: pick, serve and check a quantized model on an Apple Silicon Mac behind an OpenAI-compatible endpoint

Frame, adaptive-classifier and PTS are open source (Apache-2.0); mlx-optiq is a free package on PyPI. No paid service is involved. The skills are Markdown only, with no bundled scripts. They do not install anything: each checks that its tool is present and points to the project's own install steps if not. They ask before downloading model weights, sending code to a network endpoint, changing files, or publishing to the Hugging Face Hub, and they quote benchmark numbers only from each project's README with its caveats.

The same skills are kept at https://github.com/lambdasec/skills.

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🚦 Submission status: 👀 Ready for review

Risk tier: merge-risk:medium — New or substantially changed resource without privileged execution
Required to merge: passing submission-gate checks plus 1 approval from reviewers with write access.

Why this tier
  • Adds 7 file(s), e.g. skills/adaptive-classifier/SKILL.md
  • Changes 457 lines (low-risk limit is 40)

Automated checks

Check Status Details
Line endings ✅ Passed Passed · logs
Spelling ✅ Passed Passed · logs
Generated README consistency ✅ Passed Passed · logs
Skill validation ✅ Passed Passed · logs
Skill lint (vally) ✅ Passed Passed · logs
Risk scan ✅ Passed Passed · logs
Contributor reputation ✅ Passed Passed · logs
Duplicate resource scan ✅ Passed Passed · logs
PR quality signal ⏭️ Skipped Skipped by its workflow · logs

Review

  • Approvals: 0/1
  • Assigned reviewer: not assigned yet — comment /request-review to ask for one
  • Review target date: not set
  • Still needed: 1 more approval(s)
  • No staffed reviewer pool owns these files yet; any reviewer with write access counts as the domain reviewer.

Commands

Command Who What it does
/rerun-checks PR author, maintainers Re-runs failed or incomplete checks and re-evaluates this gate
/request-review PR author, maintainers Asks the review rotation to assign a reviewer (adds needs-reviewer)

Updated for 4112509 · gate run · This comment is maintained automatically — see submission gate docs.

@github-actions github-actions Bot added new-submission PR adds at least one new contribution skills PR touches skills labels Oct 23, 2026
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🔒 PR Risk Scan Results

Scanned 7 changed file(s).

Severity Count
🔴 High 0
🟠 Medium 0
ℹ️ Info 0

✅ No matching risk patterns were detected in changed files.

This is an automated soft-gate report. Findings indicate review targets and do not block merge by themselves.

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🔍 Vally Lint Results

✅ All checks passed

Scope Checked
Skills 4
Agents 0
Total 4
Severity Count
❌ Errors 0
⚠️ Warnings 0
ℹ️ Advisories 0

Summary

Level Finding
ℹ️ ✅ adaptive-classifier (2/2 checks passed)
ℹ️ ✓ [spec-compliance] All 1 skill(s) are spec-compliant.
ℹ️ ✓ spec-compliance: All spec checks passed.
ℹ️ ✓ [valid-refs] All file references across 1 skill(s) are valid.
ℹ️ ✓ valid-refs: All file references resolve to existing files within the skill directory.
ℹ️ 1 skill(s) linted, 1 passed
ℹ️ ✅ frame-security-scan (2/2 checks passed)
ℹ️ ✓ [spec-compliance] All 1 skill(s) are spec-compliant.
ℹ️ ✓ spec-compliance: All spec checks passed.
ℹ️ ✓ [valid-refs] All file references across 1 skill(s) are valid.
Full linter output
### Linting skills/adaptive-classifier
✅ adaptive-classifier (2/2 checks passed)
    ✓ [spec-compliance] All 1 skill(s) are spec-compliant.
        ✓ spec-compliance: All spec checks passed.
    ✓ [valid-refs] All file references across 1 skill(s) are valid.
        ✓ valid-refs: All file references resolve to existing files within the skill directory.

1 skill(s) linted, 1 passed

### Linting skills/frame-security-scan
✅ frame-security-scan (2/2 checks passed)
    ✓ [spec-compliance] All 1 skill(s) are spec-compliant.
        ✓ spec-compliance: All spec checks passed.
    ✓ [valid-refs] All file references across 1 skill(s) are valid.
        ✓ valid-refs: All file references resolve to existing files within the skill directory.

1 skill(s) linted, 1 passed

### Linting skills/optiq-local-models
✅ optiq-local-models (2/2 checks passed)
    ✓ [spec-compliance] All 1 skill(s) are spec-compliant.
        ✓ spec-compliance: All spec checks passed.
    ✓ [valid-refs] All file references across 1 skill(s) are valid.
        ✓ valid-refs: All file references resolve to existing files within the skill directory.

1 skill(s) linted, 1 passed

### Linting skills/pts-pivotal-token-search
✅ pts-pivotal-token-search (2/2 checks passed)
    ✓ [spec-compliance] All 1 skill(s) are spec-compliant.
        ✓ spec-compliance: All spec checks passed.
    ✓ [valid-refs] All file references across 1 skill(s) are valid.
        ✓ valid-refs: All file references resolve to existing files within the skill directory.

1 skill(s) linted, 1 passed

@github-actions github-actions Bot added ready-for-review Submission passed intake validation and is ready for maintainer review and removed awaiting-automation labels Oct 23, 2026
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🟡 Contributor Reputation Check: MEDIUM risk

Check Risk
Profile MEDIUM
Credential audit NONE

Maintainers: please review this contributor before merging.
See the workflow run for full details.
Automated check powered by AGT.

@github-actions github-actions Bot added the needs-review:MEDIUM Contributor reputation check flagged MEDIUM risk label Oct 23, 2026

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merge-risk:medium needs-review:MEDIUM Contributor reputation check flagged MEDIUM risk new-submission PR adds at least one new contribution ready-for-review Submission passed intake validation and is ready for maintainer review skills PR touches skills

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