dsh-context-compression-improved

Automated evidence available

Same-origin in mechanism with the two loudest lines in context compression. The code-skeleton gate follows the skeletonization approach of Headroom (Apache-2.0), whose published headline is 20% fewer tokens for coding agents and 60–95% fewer tokens for JSON, same answers. The estimator channel follows TokenPilot (arXiv:2606.17016), which reports up to 60% lower cost for long-session agents. Both figures are theirs, quoted as-is; this plugin ships no benchmark of its own and claims no reduction of its own. What it adds for DeepSeek Harness: choose a compression profile, set the Auto Compact trigger level and toggle code-skeleton compression from one settings section, with exact DeepSeek V4 tokenizer measurement, same-revision count verification, and fail-open behaviour that keeps the original tool results on unsupported models.

Author: drscrewdriver · Sessions & Messages · Catalog snapshot: 2026-09-19

What it may solve

Same-origin in mechanism with the two loudest lines in context compression. The code-skeleton gate follows the skeletonization approach of Headroom (Apache-2.0), whose published headline is 20% fewer tokens for coding agents and 60–95% fewer tokens for JSON, same answers. The estimator channel follows TokenPilot (arXiv:2606.17016), which reports up to 60% lower cost for long-session agents. Both figures are theirs, quoted as-is; this plugin ships no benchmark of its own and claims no reduction of its own. What it adds for DeepSeek Harness: choose a compression profile, set the Auto Compact trigger level and toggle code-skeleton compression from one settings section, with exact DeepSeek V4 tokenizer measurement, same-revision count verification, and fail-open behaviour that keeps the original tool results on unsupported models.

Imported third-party catalog description; not a Registry verification conclusion.

What can currently be confirmed

Active analysis coverage 4/5. Historical chains are retained but do not count toward current coverage.

Analysis complete

Source structure

Conclusion: The source structure check completed without finding a structural issue.

Analysis complete

Repository health

Conclusion: The GitHub repository is reachable and not archived. Public data: 1 stars, 77 commits, 0 forks, and 0 watches; latest commit 2026-09-15.

Analysis complete

npm release

Conclusion: Resolved npm release 0.1.1, published 2026-09-15, license MIT.

Analysis complete

DSH compatibility

Conclusion: Compatibility verification passed. Installation, profile loading, and sustained startup all completed. Test environment: DSH 0.1.6-alpha.2, web profile.

Analysis complete

Dependency audit

Conclusion: This bounded audit reported 0 known vulnerabilities. It covers only the locked versions and audit source; zero reports is not proof of safety.

Not analyzed

Functional verification

The plugin’s advertised feature has not been automatically verified. Passing installation and startup does not prove that feature works.

Analysis complete

Static risk scan

Conclusion: The scan observed 3 code capabilities: contains credential or token handling code, may create or modify files, may access the network. No predefined elevated-risk condition was triggered; this is not proof of safety.

Analysis complete

Package integrity

Conclusion: Package name, version, entrypoints, and checksum passed validation. Artifact: dsh-context-compression-improved@0.1.1; SHA-256: 3affa20e63765de833938791f0884a2a9c92726b2a464f72151ffe97687228bb.

Automated evidence is scoped to the named artifact, DSH target and profile. It is not a blanket safety or feature-completeness claim.

Continue with the latest plugin manager

Describe your task in a DSH conversation and mention dsh-context-compression-improved. After installing or updating the manager from npm latest, it can find this candidate through Registry, then inspect its actual source and version locally.

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