remediate

remediate is an Automated checks & quality gates skill for AI agents, published by atlanhq in the application-sdk repository on GitHub. Skillspace rates remediate D (59/100) and it passed the safety scan; the rating is based on static analysis only.

Drive the conformance remediation loop: detect violations, propose and verify fixes, and emit a residue report for anything that needs human review. Runs the conformance suite (deterministic) to detect violations, uses the model to propose fixes, re-runs the suite to verify each fix, and loops until the gate is clean or the attempt cap is reached. Never games its own gate — source fixes are verified by re-detection; logic fixes are also verified by the orthogonal test gate. Backed by the OpenProse program shipped in the atlan-application-sdk-conformance package (resolve it with `programs-dir`). Run with the OpenProse skill to use the full Reactor-ready contract semantics; or invoke the program directly via the instructions below.

Grade
D
Quality
59 / 100
Safety
Passed
GitHub stars
27

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
84 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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