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Lisa Improve Harness

Agent skill
1 skill

Investigate ONE failed or expensive factory trajectory and prove whether a fix helped. Records the job contract, observes the baseline, locates the earliest failed handoff, classifies the gap as exactly one of context | capability | domain-ownership | authority | proof | feedback-delivery | worker-limitation, makes the smallest owning intervention at the authoritative owner (larger changes become a proposed-intervention ticket and the loop stops), verifies at both layers (native gates plus the operational journey), then reruns the same job class in a fresh session and isolated worktree behind a relevance gate — a rerun that never retrieved or invoked the intervention yields no-evidence-for-intervention, never retain. Terminates by posting a fingerprinted result record on the originating work item with decision retain, revise, remove, or test-without. Headless-safe, idempotent per trajectory, single-trajectory bounded claims only.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryEngineeringStars0

About this skill

Investigate ONE failed or expensive factory trajectory and prove whether a fix helped. Records the job contract, observes the baseline, locates the earliest failed handoff, classifies the gap as exactly one of context | capability | domain-ownership | authority | proof | feedback-delivery | worker-limitation, makes the smallest owning intervention at the authoritative owner (larger changes become a proposed-intervention ticket and the loop stops), verifies at both layers (native gates plus the operational journey), then reruns the same job class in a fresh session and isolated worktree behind a relevance gate — a rerun that never retrieved or invoked the intervention yields no-evidence-for-intervention, never retain. Terminates by posting a fingerprinted result record on the originating work item with decision retain, revise, remove, or test-without. Headless-safe, idempotent per trajectory, single-trajectory bounded claims only.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: bafda5d2f9b86c48cd16bf0015528fdf5891675221d662fdc533aaad66aad669

About scan coverage and limitations

About this listing

Category
Engineering
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Lisa Improve Harness | Agent Skills Atlas