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Negframe Score

Agent skill
1 skill
READMEOverview ↓

One repeatable pass that keeps agent-steer prose leading with the AFFORDANCE, not the prohibition. Runs fak score negframe over the steer-prose corpus (AGENTS.md, CLAUDE.md, the skills, or explicit paths), reads the negframedebt (mechanical negatives with an unambiguous positive rewrite) plus the judgement-tier soft signal, retires the mechanical debt worst-first by applying the suggested reframe, checks the --since ratchet before landing a steer-prose change, re-measures to PROVE the debt dropped, and commits only the scorecard lane by explicit path. Use after editing AGENTS.md/CLAUDE.md/a skill, when a new negatively-framed directive is proposed, or on a /loop cadence to keep steer prose reading as "do this" instead of "don't do that.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategoryGeneralStars0

About this skill

One repeatable pass that keeps agent-steer prose leading with the AFFORDANCE, not the prohibition. Runs fak score negframe over the steer-prose corpus (AGENTS.md, CLAUDE.md, the skills, or explicit paths), reads the negframedebt (mechanical negatives with an unambiguous positive rewrite) plus the judgement-tier soft signal, retires the mechanical debt worst-first by applying the suggested reframe, checks the --since ratchet before landing a steer-prose change, re-measures to PROVE the debt dropped, and commits only the scorecard lane by explicit path. Use after editing AGENTS.md/CLAUDE.md/a skill, when a new negatively-framed directive is proposed, or on a /loop cadence to keep steer prose reading as "do this" instead of "don't do that.

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.

Installation guide →

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: 6b363a8590b71fabb5e732528c258472d59f9c3457d056319ddc135e536bbc58

About scan coverage and limitations
Original listing metadata

Original name

negframe-score

Original description

One repeatable pass that keeps agent-steer prose leading with the AFFORDANCE, not the prohibition. Runs `fak score negframe` over the steer-prose corpus (AGENTS.md, CLAUDE.md, the skills, or explicit paths), reads the negframe_debt (mechanical negatives with an unambiguous positive rewrite) plus the judgement-tier soft signal, retires the mechanical debt worst-first by applying the suggested reframe, checks the `--since <ref>` ratchet before landing a steer-prose change, re-measures to PROVE the debt dropped, and commits only the scorecard lane by explicit path. Use after editing AGENTS.md/CLAUDE.md/a skill, when a new negatively-framed directive is proposed, or on a /loop cadence to keep steer prose reading as "do this" instead of "don't do that.

About this listing

Category
General
Reported license
Apache-2.0
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.
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