why
Skill0 starsChanged 17 days agoMITView on GitHub
Investigate design rationale, tradeoffs, regressions, and historical decisions using source history and available connected evidence. Use for why questions.
112 other projects use a version of this.
Adopted by
Most recently taken up by
- Yeachan-Heo/oh-my-claude-sisyphustheir own version, first seen Nov 8, 2026
- Loner1024/skillstheir own version, first seen Nov 8, 2026
- caidanw/skillstheir own version, first seen Nov 8, 2026
- Yeachan-Heo/oh-my-claudecodetheir own version, first seen Nov 8, 2026
- endqwerty/endstacktheir own version, first seen Nov 8, 2026
- tristanphvn/keeltheir own version, first seen Nov 8, 2026
Used with
Projects with it also use addskill, apply-firmware 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.
ryanportfolioSkilladdskill
Create, import, update, or install repo or personal skills: runtime ownership, resources, discovery checks.
Also in 6 projects that use this
ryanportfolioSkillapply-firmware
Bring current folder (plain folder, existing repo, old or partial firmware copy) up to full Harness Firmware in place. Mirror external repo → adopt-repo.
Also in 6 projects that use this
- +10 more from ryanportfolio
Other versions112 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 112
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- backnotprop/pstack★ 3.8ksame name
- moeru-ai/xsai★ 667same name
- jtaroreh/agystack★ 128same name
- uzairansaruzi/p3-stack★ 126same name
- Dimon94/dverity★ 107same name
- Dimon94/skills★ 107same name
- dsebban/skills★ 71same name
- Anuj7411/sipcode★ 46same name
102 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.
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The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 106 edited versions we read keep these.
2
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 6
Read the Codex runtime adapter once per session before using this skill.
- Distinctive: line 14
Read the source playbook and only the source-specific references for evidence categories actually available.
“Common” is measured: kept by at least 6 in 10 of the 106 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
Read the Codex runtime adapter once per session before using this skill. Its tool, model, history, and authorization mappings apply to all linked instructions.
Why
Find why the system took its current shape and what constraints still matter.
- Resolve the target from the user's question and current context. State a reasonable interpretation when necessary. Read the epistemic guidance.
- Discover available source-control, issue-tracker, document, chat, observability, error-tracker, and analytics integrations. Prefer connected tools over asking the user for information they may contain. Do not infer access from a service name or invent an MCP filesystem directory.
- Read the source playbook and only the source-specific references for evidence categories actually available. Follow cited commits, discussions, decisions, incidents, and measurements. Scope queries to the requested system.
- For a broad question, assign one permitted read-only investigator per useful evidence category using the investigator prompt. The why investigators role inherits the host model by default. For a narrow question, investigate directly.
- Synthesize with the synthesizer prompt using the why synthesizer role when delegation is useful. Distinguish documented rationale, a plausible inference, and an unresolved gap. Missing access or no search hits do not establish that a discussion never happened.
- Cite actual evidence near its claim. Separate historical constraints from constraints verified to hold today. If implementation follows, turn the evidence into Preserve, Change, Avoid, and Risk constraints.
Report the answer and its confidence, material alternatives, sources consulted, and remaining gaps. Do not manufacture consensus or motivation from code alone.
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.

