evolve
Skill9 starsChanged 47 days agoMITView on GitHub
Improve harness skills, agents, workflows, and conventions from observed friction or a concrete improvement request. Supports reflect, triage, validate, and adopt; use for harness improvements rather than ordinary product changes.
43 other projects use a version of this.
Adopted by
Most recently taken up by
- Renozoic-Foundry/forge-publictheir own version, first seen Nov 15, 2026
- SethGammon/Citadeltheir own version, first seen Nov 4, 2026
- vidit19sharma/neogentstheir own version, first seen Nov 1, 2026
- cabernect/caberostheir own version, first seen Nov 1, 2026
- Snowflake-Labs/coco-skillstheir own version, first seen Nov 1, 2026
- NobiResearch/Ovenbirdtheir own version, first seen Nov 1, 2026
Used with
Projects with it also use instinct-export, instinct-import and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
TheKREATORSSkillinstinct-export
Export instincts from project/global scope to a file
Also in 4 projects that use this
- TheKREATORSSkill
instinct-import
Import instincts from file or URL into project/global scope
Also in 4 projects that use this
AWSSkillmap
Map verified service capabilities against customer-provided control framework and threat model. Produces mapping-results.json, controls-catalog.md, and framework-mapping.md. Supports pluggable frameworks: CCMv4, NIST 800-53, CIS Benchmarks, ISO 27001, etc. Split into 4 focused sub-skills for better accuracy; this skill orchestrates them.
Also in 5 projects that use this
diego-tobalinaSkillbuild-fix
Fix build and compilation errors systematically. Run when build fails.
Also in 3 projects that use this
launch52-aiSkillskill-create
Create and validate Claude Code skills with proper structure, checklists, and validation scripts. Use when creating a new skill, auditing existing skills, or ensuring skills meet quality standards. Generates complete skill scaffolds with SKILL.md, check scripts, guides, and templates.
Also in 3 projects that use this
qtzx06Skilleval
Evaluate trained YOLO model accuracy with mAP metrics and per-class error analysis. Identifies failure cases for targeted improvement. Use after training.
Also in 5 projects that use this
- +1 more from TheKREATORS
Other versions43 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 43
- revfactory/harness★ 9.1ksame name
- Q00/ouroboros★ 6.3ksame name
- yologdev/yoyo-evolve★ 1.9ksame name
- iovisor/ubpf★ 996same name
- SethGammon/Citadel★ 927same name
- GAIR-NLP/ASI-Evolve★ 867same name
- Kanevry/session-orchestrator★ 53same name
- mycelium-hq/ai-brain-starter★ 50same name
- Snowflake-Labs/coco-skills★ 49same name
- unclejobs-ai/second-claude-code★ 41same name
33 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository7 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- harness-bootstrapSkill
- designSkill
- devSkill
- warSkill
- where-we-areSkill
- x-raySkill
The file
Files
Evolve
Turn observed practice into a validated, integrated harness improvement.
Route $ARGUMENTS with the stage router. Load only the current stage, its required interfaces, and relevant source files. Bare /evolve triages pending reflections; clarify the candidate when several match. Reflect is a capture-only operation. An explicit stage runs that stage only. Triage includes drafting and stops with inactive candidates by default. Validation and adoption run when requested. There is no session-continuation or automatic phase-resumption protocol.
For candidate work, apply native task tracking. Record decisions and evidence in the candidate report before a handoff. File presence alone does not prove completion.
Existing user authorization governs execution. Request acceptance of the concrete candidate before adoption unless already authorized. Preserve project-specific instructions and respect the selected provider's paths and root instruction file.
The lifecycle ends with verified local adoption.
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