think
Skill5 starsChanged 6 days agoMITView on GitHub
Reason hard before building: attack premises, run named thinking lenses, compare real alternatives, give one verdict. Use for design choices, is-it-worth-it, triaging asks. Not for bugs.
30 other projects use a version of this.
Adopted by
Most recently taken up by
- ronniepinnell/caspertheir own version, first seen Nov 8, 2026
- hurleywgly/skillstheir own version, first seen Nov 8, 2026
- seankoji-com/.agentstheir own version, first seen Nov 8, 2026
- TserenTserenov/FMT-exocortex-templatetheir own version, first seen Nov 2, 2026
- iwesys/IWEtheir own version, first seen Nov 1, 2026
- deonmenezes/thinktheir own version, first seen Nov 1, 2026
Used with
Projects with it also use write, health and 5 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.
DockerSkillwrite
Write or edit reader-facing technical prose for immediate comprehension. Use for documentation, PR titles and descriptions, release notes, design documents, user-facing explanations, and substantive comments. Also use when asked to make writing clearer, more natural, less AI-generated, or easier to read. For documentation fixes, handles edits, formatting, self-review, and commits after research identifies what to change. Do not use for code-only tasks with no prose deliverable.
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genomewalkerSkillhealth
Soul system health check with remediation
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OpenAISkilltranscribe
Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video, extract text from recordings, or label speakers in interviews or meetings.
Also in 3 projects that use this
Microsoft AzureSkillbuild
Build the TypeSpec Rust emitter from source. Run this after cloning the repo, after pulling changes, or when TypeScript source files have been modified.
Also in 3 projects that use this
NVIDIASkillresearch
Before designing a feature, research how comparable libraries solve the problem, check best practices, known pitfalls, and upstream changes. Use when starting a new feature, investigating an unfamiliar area, or the user asks to research something.
Also in 5 projects that use this
AnthropicSkilldebug
Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious.
Also in 3 projects that use this
Other versions30 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 30
- AgriciDaniel/claude-obsidian★ 16ksame name
- tw93/claude-health★ 7.5ksame name
- tw93/Waza★ 7.5ksame name
- ninehills/skills★ 280same name
- garagon/nanostack★ 206same name
- jonathanmalkin/jules★ 65same name
- TserenTserenov/FMT-exocortex-template★ 63same name
- myclaude-sh/myclaude-creator-engine★ 25same name
- ironyjk/strategy-frameworks★ 14same name
- ByronFinn/dev-skills★ 4same name
20 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.
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 25 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 37
Official and proven first: Check built-ins and ecosystem standards in live primary docs.
- Distinctive: line 53
Phases stand alone: After phase N ships, the system works even if N+1 never lands.
“Common” is measured: kept by at least 6 in 10 of the 25 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
Think: Reason Before You Build
Outcome Contract
- Outcome: a rough question becomes one defensible recommendation whose weakest assumption is named.
- Done when: the goal, constraints, chosen direction, the rejected alternative and why, the most fragile assumption, and the next step are stated; nothing load-bearing is silently assumed.
- Evidence: repo state, docs and ADRs under
docs/decisions/, live config values, primary-source docs, and explicit user preferences. Memory is a lead to re-verify, never evidence. - Writes: none — no code, plan, or report. Keep a result via
brainstorm lock; an approved build goes toto-planorwork.
Modes
Resolve from a leading subcommand, else the request.
| Mode | Activate when | Do |
decide (default) | "how should I", "which approach", design choice | The Process below |
evaluate | "is it worth it", "keep/remove X", "có nên làm không", commercial or pivot judgment | references/mode-evaluation.md: one Kill/Keep/Pivot verdict |
triage | 3+ independent unbuilt asks or screenshots | references/mode-triage.md: per-item bucket table |
twice | Interface, module, or data-model shape | references/design-it-twice.md: 3+ radically different designs |
lens <name> | A named pattern ("pre-mortem this") | That lens only, from references/lenses.md |
An error, crash, failing test, or "why is this broken" → one line: it belongs to hunt; route there. Fuzzy intent → grill.
Process (decide)
- Frame. The decision in one sentence and what "good" means (success signal, constraints, who pays the cost). Sources conflict, or two readings cost differently → name the conflict and ask which wins; never silently pick.
- Ground before opining. Read
AGENTS.md/CLAUDE.mdand only the matching rule or ADR. Open the real config for any default, env var, or setting the answer depends on; never quote one from memory. Separate facts from decisions: find facts yourself (repo, docs, sub-agents for wide searches); put only decisions to the user. - Official and proven first. Check built-ins and ecosystem standards in live primary docs; the official solution wins unless you can say why it falls short. For a hard or repeatedly-tuned problem, study 2–3 mature projects and name what you take from each.
- Generate real alternatives. Genuinely different, not variations, beside the brute-force option (simplicity-gate). Interface shape is the crux → switch to
twice. - Run the lenses. Pick 3–5 that fit from
references/lenses.md; its Core four almost always apply (e.g. attack angles for external dependencies, scale, data migration; deletion test, depth/seam for module design; entity delta when the plan adds settings, flags, commands, or services). One sentence per lens finding; nothing found → one line. - Deform or discard. A lens finds a hole → change the design to survive it; it shatters the approach → drop it and say why. Never hide a failed lens.
- Recommend. One direction: effort, risk, and the existing code it builds on. Name one alternative only if the call is close (>40% the user would prefer it).
A question only running something can settle (does this state model feel right?) → recommend a throwaway prototype answering exactly that; building it needs the user's go-ahead. A reversible call inside the approved scope is decided and reported, not asked.
Grill-lite
Decisions only the user can make → references/grill-lite.md.
Hard Rules
- No placeholders. "To be decided", "details later", "similar to step N" mean the thinking is unfinished.
- Zero-setup default. Anything every user must install or configure (hook, MCP server, config key, new runtime or language) first says why a built-in or fixed default cannot do the job. A second language or runtime in a single-stack project needs explicit approval.
- Phases stand alone. After phase N ships, the system works even if N+1 never lands; "Phase 0: investigate" belongs in this thinking, not the plan.
Gotchas
- Design rejected → ask what specifically failed; re-enter with narrowed constraints, never from scratch.
- A rework that would remove the product's differentiator → check docs for a deliberate choice; deliberate → Keep.
Output
Verdict: [one recommended direction, one sentence]
Why: [2–3 reasons tied to this user's constraints, not generic trade-offs]
Rejected: [the closest alternative and why it lost] (omit if none was close)
Assumes: [most fragile assumption → what happens if it fails]
Lenses: [lens → finding, one line each]
Open: [decisions only the user can make, as a frontier] or [none]
Next: [the one concrete step: brainstorm lock / to-plan / work bounded / prototype / hunt]evaluate and triage use their reference's format instead. Keep prose short; the block is the answer.
Defer to: grill (fuzzy intent), brainstorm (lock), to-plan (locked plan), hunt (errors, regressions), check (built code).
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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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.

