2026-10-11 16:38 UTC

A builder releases `/dehistorize`, a reusable agent skill that strips edit-history leakage from model outputs โ€” preventing models from oversharing deleted content or anchoring to prior versions โ€” as a practical harness-level mitigation for history-contamination in agent workflows.

state: seedheat: lowuncertainty: mediumconvergesscott: highagent-harnesses prompt-caching agent-skillsdmkiidumkydewilde

What is this?

A builder (identified as dmkii/dumkydewilde) released `/dehistorize`, a reusable agent skill designed to strip edit-history leakage from model outputs โ€” preventing models from oversharing deleted content or anchoring to prior versions. The skill operates at the harness level as a practical mitigation for history-contamination in agent workflows. The web search results do not surface this specific skill or its authors; they discuss agent skills frameworks broadly (Termdock, SkillHone, Claude Skills, Estuary) but not `/dehistorize` itself. The evidence titles confirm the skill's existence and purpose, but the public web has no visible coverage.

Why it matters to Scott

A builder (dmkii/dumkydewilde) releases a concrete, reusable harness skill that strips edit-history leakage โ€” directly implementing Scott's context-hygiene and context-engineering doctrine (predictable forgetting, discard ephemeral workspace) and his skills-and-workflows primitive (reusable, on-demand capability modules). The skill operates at the harness level as a mitigation, aligning with his architectural-containment principle (can't beats shouldn't) and agent-authored-context-compaction pattern (harness discards raw history). This is a consequential other party arriving at a pattern Scott's frameworks already argue for.
ip:concept.context-hygieneip:framework.context-engineeringip:concept.skills-and-workflowsdev:concept.agent-authored-context-compactiondev:concept.provider-bound-reasoning-continuityip:concept.kernel-flywheelip:framework.code-first-architectureip:framework.architecture-not-vibesradar:concept.agent-skillsradar:concept.prompt-cachingradar:agent-trace-tamperingradar:openai-compaction-self-injectionradar:futureos-context-compaction-recallradar:compactdiff-agent-compaction-auditradar:skillmem-provenance-gated-procedural-memoryradar:holstered-skill-routing-hookradar:routed-zero-token-skill-routerradar:skillopt-agent-skill-training-loop
queries asked of Scott's wikis
  • agent harness history-contamination mitigation patterns
  • reusable agent skills as harness primitives
  • prompt caching edit-history leakage prevention
  • agent workflow context isolation techniques
  • harness-level output sanitization strategies

Measured heat

now 0 pts/hpeak 0 pts/hcomments 0/hpeers p23momentum: steady2 platformsage 75h
points/hour across evidence ยท reading as of 2026-10-12 02:59:37.977291+11:00 ยท deterministic, not a model opinion

How the heat travelled

10-08 13:00โญ origin echo-reconstructedCreated a skill `/dehistorize` to prevent edit history leaking into model outputs โ€” models desperately trying to prove themselves or oversha
dmkii (dumkydewilde) on github (echo) ยท attributed from reddit.post.1x1wwk3
โ€”
10-09 21:01first on r/OpenAI ยท published ยท +32.0hHistory leakage: a product explaining its own edit history
dmkii
โ€”
10-09 21:01amplified on r/OpenAI ๐Ÿ‘‘reddit.post.1x1wwk3
dmkii
peak 2 ยท 1 comments ยท 100% of case engagement
10-10 01:31our radar first saw it ยท +36.5hdiscovery anchor: reddit.post.1x1wwk3โ€”
pace: p34 vs 1243 stories at the 72h mark (now 75h old) โ€” ahead of 3jsbench-llm-3d-generation-benchmark (1.5x), behind acs-local-skill-risk-catalog (0.8x)

Evidence (2) โ€” โญ canonical anchor

sourceobjectauthorscorecomments
๐ŸŸ  redditHistory leakage: a product explaining its own edit history
OpenAI
dmkii21
๐ŸŸง echo.github โญCreated a skill `/dehistorize` to prevent edit history leaking into model outputs โ€” models desperately trying to prove themselves or overshadmkii (dumkydewilde)โ€”โ€”

Interpretation history

Decision trace