context-optimizer
Skill0 starsChanged 50 days agoLicence not identifiedView on GitHub
Turns an enormous input into a small, task-specific, traceable context pack before an agent reads it. Use when the evidence itself is the problem: a multi-million-line log, an 800-table schema dump, a generated OpenAPI document, a huge JSON or YAML payload, a 40,000-line diff, a CI log where one compile error caused four hundred later failures, a migration history, a monorepo lock file, a large CSV export, a Terraform plan, or a documentation set nobody can read in one sitting. Inspection is deterministic and local first — no model sees the whole file — then selection is driven by the engineering question you are actually asking. Every fragment carries provenance, every omission is reported, and the budget is honoured exactly. Collaborates with issue-investigator and software-engineer on failure evidence, with code-reviewer on oversized diffs, and with test-automation-engineer on CI logs.
- Pipes a download into a shell
- Deletes or force-pushes
6 other projects use a version of this.
Adopted by
Most recently taken up by
- delorenj/skillstheir own version, first seen Nov 7, 2026
- tygwan/cc-initializer-windowstheir own version, first seen Oct 20, 2026
- Bexruz-cell/agent-skillstheir own version, first seen Oct 11, 2026
- rohitg00/pro-workflowtheir own version, first seen Sep 29, 2026
- NISTALTALSON/Ghosttheir own version, first seen Apr 5, 2026
- tygwan/cc-initializertheir own version, first seen Jan 24, 2026
Other versions6 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 6
- rohitg00/pro-workflow★ 2.9ksame name
- delorenj/skills★ 17same name
- NISTALTALSON/Ghost★ 3same name
- Bexruz-cell/agent-skills★ 1same name
- tygwan/cc-initializer★ 0same name
- tygwan/cc-initializer-windows★ 0same name
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 repository10 other files it gives its agents.
- .github/copilot-instructions.mdCopilot instructions
- delivery-plannerSkill
- delivery-runnerSkill
- domain-modelerSkill
- manual-testerSkill
- meeting-intelligenceSkill
- product-ownerSkill
- software-engineerSkill
- test-automation-engineerSkill
- wamalaSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
30 rules. 0 are common, 22 are distinctive, and 8 are very specific to this project.
0
Common
Most of the 6 edited versions we read keep these.
22
Distinctive
This author's own choices. Worth a look.
8
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 6 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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