feature-development
Skill8 starsChanged 6 months agoMITView on GitHub
Orchestrate new feature development. Route bug fixes, bounded process corrections, skill edits, promotions, and status work to their specific workflows instead of imposing the full feature ceremony.
9 other projects use a version of this.
Adopted by
Most recently taken up by
- tencentmusic/juggtheir own version, first seen Oct 9, 2026
- rcore-os/tgoskitstheir own version, first seen Oct 8, 2026
- openshift/hypershifttheir own version, first seen Oct 8, 2026
- LOUSANPANG/agent-skillstheir own version, first seen Sep 2, 2026
- alexeyleshchenko/fast-mcp-telegramtheir own version, first seen Jul 28, 2026
- leshchenko1979/fast-mcp-telegramtheir own version, first seen Jul 28, 2026
Other versions9 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 9
- tencentmusic/jugg★ 583same name
- openshift/hypershift★ 551same name
- rcore-os/tgoskits★ 76same name
- leshchenko1979/fast-mcp-telegram★ 50same name
- u9401066/template-is-all-you-need★ 3same name
- wchen02/cursor-agent-learning★ 3same name
- alexeyleshchenko/fast-mcp-telegram★ 2same name
- LOUSANPANG/agent-skills★ 2same name
- LooseWireDev/mealforge★ 1same 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 repository129 other files it gives its agents.
- AGENTS.mdAGENTS.md
- guidance/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- guidance/CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- blast-radius-checkSkill
- brainstormingSkill
- branch-flow-gateSkill
- branch-sync-gateSkill
- codebase-reconSkill
- codeowners-drift-auditSkill
- code-review-batterySkill
- cognitive-complexity-refactoringSkill
- debateSkill
- debug-conductorSkill
- dispatching-parallel-agentsSkill
- domain-buildSkill
- evidence-adjudicatorSkill
- executing-plansSkill
- external-cli-auditSkill
- field-rename-verificationSkill
- finishing-a-development-branchSkill
- git-branch-conventionsSkill
- gitlab-cliSkill
- hotfix-charterSkill
- implementation-trackerSkill
- incident-revert-reviewSkill
- infra-config-investigatorSkill
- investigation-stateSkill
- kernel-splitSkill
- llm-behavior-investigatorSkill
- llm-skill-reviewSkill
- merge-authorization-gateSkill
- micro-harsh-reviewSkill
- output-verificationSkill
- pre-commit-gateSkill
- progressive-code-review-gateSkill
- progressive-harsh-reviewSkill
- providing-code-reviewSkill
- pr-triage-gateSkill
- push-authorization-gateSkill
- receiving-code-reviewSkill
- reproduction-experiment-investigatorSkill
- requesting-code-reviewSkill
- requirements-validation-pmSkill
- requirements-validationSkill
- scope-tripwireSkill
- session-handoffSkill
- skills-hierarchy-tuningSkill
- sp-bughuntSkill
- state-consistency-investigatorSkill
- subagent-driven-developmentSkill
- systematic-debuggingSkill
- test-driven-developmentSkill
- timeline-trace-investigatorSkill
- token-estimationSkill
- unified-commit-gateSkill
- using-git-worktreesSkill
- using-superpowersSkill
- verification-before-completionSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 2 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 6 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 31
Use for a new feature or when the user explicitly requests this full workflow.
- Distinctive: line 32
Do not apply it merely because a file will change.
- Very specific: line 40
Use brainstorming for unresolved product/design choices and its Clear path for a fully specified request.
- Very specific: line 50
Use the active repository's review routing (tools/review.sh in superpowers-plus) for the final changed paths and the applicable independent …
- Very specific: line 63
Use the active repository's authoritative runner and evidence policy.
“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.
Files
Feature Development
Wrong skill? Bug fix or process defect ->
systematic-debuggingand, for a failed control,durable-correction. Skill edits ->llm-skill-review. Promotion/history sync ->branch-flow-gate. Status ->session-status.
Scope
Use for a new feature or when the user explicitly requests this full workflow. Do not apply it merely because a file will change. A bounded repair, skill edit, configuration correction, promotion, or status request is not automatically a new feature. Its specific workflow still supplies required safety and review.
Workflow
- Establish the user's outcome, existing behavior, constraints and acceptance criteria. Read the relevant implementation before asking for missing facts.
- Use
brainstormingfor unresolved product/design choices and its Clear path for a fully specified request. Usedebateonly for a material choice between significant approaches. Do not invent options or approval rounds for a settled design. Usethink-twicewhen stuck or when a real blind spot needs isolation. - Plan proportionately: a short checklist for a bounded feature; a durable plan for work that actually spans phases. Do not create global TODO work merely to satisfy a second orchestration skill.
- Implement with focused regression coverage. Every required test runs through its authoritative runner. Equivalent content/context reuses successful evidence or waits for the active producer; changed inputs invalidate affected coverage.
- Use the active repository's review routing (
tools/review.shin superpowers-plus) for the final changed paths and the applicable independent review. One clean review is sufficient. Material findings or later relevant changes require delta review; never demand two rounds just to count two. - Complete required lint/build/test, IP, authorization and integration checks. Consume existing valid results; do not restart them for each phase, message, commit, PR or history-only merge. Do not bypass a real missing requirement.
- Ship within the user's approved scope. Follow required forge/deployment checks, verify the requested outcome, disclose limitations, then stop. Unrelated health checks are not new acceptance criteria.
Enforcement and evidence
Use the active repository's authoritative runner and evidence policy. In
superpowers-plus, tools/test-all.sh and its CI own receipts and single-flight
execution; do not assume those paths exist in another project. Review
clearance remains governed by native content-scoped sentinel consumers. Skills
coordinate these mechanisms; they do not mint PASS, parse imagined formats, or
launch raw duplicate suites when the authoritative runner reports reuse/wait.
Failure cases
| Failure | Correct response |
| Full feature chain fires for a bounded repair | Use the specific repair/review workflow |
| Another phase asks for the same test | Reuse or wait on the equivalent producer |
| Required inputs or execution context changed | Validate the changed inputs once |
| Clean review followed by an arbitrary second review | Stop; only a material delta justifies re-review |
| Missing proof or an untrusted producer | Treat as unresolved; never claim PASS |
| Acceptance met, more unrelated checks appear | Disclose their scope without extending the task |
Companion skills
- brainstorming: resolve real design uncertainty
- systematic-debugging: investigate and repair a defect
- durable-correction: replace a failed control
- plan-and-execute: execute a genuinely phased plan
- verification-before-completion: tie final claims to actual evidence
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.

