develop
Skill9 starsChanged 3 months agoMITView on GitHub
Load before authorized code changes: features, fixes, refactors, tests, and mechanical edits, including discussion-to-coding transitions. Read separately from edits. Skip read-only requests and implementation already owned by a specialist.
28 other projects use a version of this.
Adopted by
Most recently taken up by
- killerseven7777777/matt-skills-relaytheir own version, first seen Nov 8, 2026
- lalulali/vespyrtheir own version, first seen Nov 6, 2026
- chippingway/chipping-orchestratortheir own version, first seen Nov 5, 2026
- Blakeem/aipromptguide-workflowstheir own version, first seen Nov 4, 2026
- javiarmesto/ALDC-AL-Development-Collectiontheir own version, first seen Nov 2, 2026
- ok-oldking/ok-scripttheir own version, first seen Nov 1, 2026
Used with
Projects with it also use scope, sync and 9 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.
YuriNachosSkillscope
Configure claude-scope status line widgets for Claude Code. Use when user wants to customize widgets, change theme, reorder elements, or modify display style.
Also in 6 projects that use this
MicrosoftSkillsync
Sync the current session branch with its upstream branch, or publish the current session branch to a remote. Use when the user asks to sync a branch, pull latest changes, rebase onto upstream, push current branch, publish branch, or set upstream.
Also in 6 projects that use this
nicolasestremSkilldocument
Create focused documentation for specific components or features
Also in 5 projects that use this
kt057Skillcheck
lint, typecheck, test を一括実行して結果をサマリーする
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 9 projects that use this
Microsoft AzureSkilltest
Also in 6 projects that use this
Other versions28 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 28
- jsmastery-pro/skills★ 1.4ksame name
- perber/leafwiki★ 1.2ksame name
- ok-oldking/ok-script★ 831same name
- quantumaikr/quant.cpp★ 403same name
- javiarmesto/ALDC-AL-Development-Collection★ 115same name
- chippingway/chipping-orchestrator★ 18same name
- alexiolan/craft-skills★ 17same name
- axiomantic/spellbook★ 11same name
- lalulali/vespyr★ 11same name
- martinappberg/chimaera★ 7same name
18 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 repository81 other files it gives its agents.
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The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 6 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 23 edited versions we read keep these.
6
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 16
Read this skill once per new coding run, even if its text remains in context from a previous run.
- Distinctive: line 19
Never mutate in the same response that loads the skill: keep edits, writes, and shell mutations separate from the read.
- Distinctive: line 25
Keep read-only requests read-only.
- Distinctive: line 27
If an implementation specialist already owns the work, continue it.
- Distinctive: line 29
If a bug's cause is unknown, use diagnose-bug first.
- Distinctive: line 30
If consequential architecture, security, public-contract, migration, or hard-to-reverse decisions remain unresolved, use architect before …
“Common” is measured: kept by at least 6 in 10 of the 23 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
Develop
A lightweight coding entry point, not another implementation workflow. Request the
runtime's configured standard/high route, then use normal repository-grounded coding
judgment. Explicit invocation is /develop <task>; in Pi use /skill:develop <task>. On Claude Code this skill carries no model: pin on purpose: it rides the session model rather than downgrading to the standard alias, while Pi routes by model-tier.
Read this skill once per new coding run, even if its text remains in context from a previous run. Use a standalone skill read before generating mutation calls. Continue on the next model response after the skill read returns, not a new user message. Never mutate in the same response that loads the skill: keep edits, writes, and shell mutations separate from the read. Apply the same separation when loading a specialist below. Already-generated edits are not upgraded by a model switch.
Choose the next step
- Keep read-only requests read-only. Skill selection does not authorize edits or override plan mode, repository rules, scope, or confirmation requirements.
- If an implementation specialist already owns the work, continue it; do not restart through this entry point just to request a route.
- If a bug's cause is unknown, use diagnose-bug first.
- If consequential architecture, security, public-contract, migration, or hard-to-reverse decisions remain unresolved, use architect before coding.
- For implementation-ready work with interacting behavior, meaningful state/error paths, or local design trade-offs, load implement-solution. Reassess if an initially simple edit develops those characteristics; hand off without restarting completed work.
- Otherwise, make the smallest appropriate change using established repository patterns and proportionate tests/checks. Do not add planning, delegation, or review ceremonies merely because this skill loaded.
Routing limits
Automatic loading is best-effort, not a pre-write enforcement mechanism. Metadata requests capability; it does not prove the active model changed. Respect runtime spend and manual-selection controls; do not edit routing configuration or launch another model to force a route.
Pi currently protects against nested tier downgrades only after a routed run begins. The first standard-tier route can replace a stronger session model. This skill does not establish a capability floor; see model routing.
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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.

