fresh-context-review
Skill87 starsChanged 34 days agoMITView on GitHub
Review code with the assumptions of the person who wrote it deliberately stripped away. Use after finishing an implementation and before declaring it done, before opening a PR, or when asked to review code that you (or the same session) just wrote. Also use when a change touched more files than expected or when the implementation drifted from the original plan.
3 other projects use a version of this.
Adopted by
Most recently taken up by
- fmmenchi/ai-skillstheir own version, first seen Oct 16, 2026
- mahik504/orchestra-workflowtheir own version, first seen Oct 15, 2026
- theDRElabs/opencode-configtheir own version, first seen Aug 26, 2026
Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 3
- mahik504/orchestra-workflow★ 1same name
- theDRElabs/opencode-config★ 1same name
- fmmenchi/ai-skills★ 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 repository28 other files it gives its agents.
- adversarial-reviewSkill
- bite-sized-planSkill
- chestertons-fenceSkill
- clarify-the-real-problemSkill
- context-economySkill
- delegate-to-subagentsSkill
- design-for-the-next-readerSkill
- honest-artifactsSkill
- interface-contractsSkill
- measure-before-optimizingSkill
- observability-and-instrumentationSkill
- persistent-memorySkill
- plan-on-diskSkill
- premortemSkill
- record-the-whySkill
- root-cause-disciplineSkill
- search-firstSkill
- security-review-by-haloSkill
- security-reviewSkill
- senior-engineer-mindsetSkill
- simplicity-budgetSkill
- surgical-changeSkill
- threat-and-scale-checkSkill
- verifiability-firstSkill
- verify-before-agreeingSkill
- verify-before-claimingSkill
- weigh-tradeoffsSkill
- widen-the-solution-spaceSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 3 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 22
Read whichever file matches the model actually running before applying this skill.
“Common” is measured: kept by at least 6 in 10 of the 3 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.
Files
Review With Fresh Eyes
This skill's guidance is calibrated per model. Read the file matching the model you're running as before applying it.
| Model | File |
| Claude Opus 5.5 | opus-5-5.md |
| Claude Fable 5.1 | fable-5-1.md |
| Claude Sonnet 5 | sonnet-5.md |
| Claude Sonnet 5.5 | sonnet-5-5.md |
| Claude Haiku 5.5 | haiku-5-5.md |
| OpenAI GPT-6 Astra | gpt-6-astra.md |
| OpenAI GPT-6 Sol | gpt-6-sol.md |
| OpenAI GPT-6.1 Sol | gpt-6-1-sol.md |
| OpenAI GPT-6 Luna | gpt-6-luna.md |
Read whichever file matches the model actually running before applying this skill.
Running a model not listed above (an older generation, a different model family entirely)? sonnet-5.md carries the fullest general-purpose version of the underlying procedure.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.