openspec-explore
Skill20 starsChanged 20 days agoApache-2.0View on GitHub
Enters explore mode — a thinking partner for investigating problems, comparing options, and clarifying requirements before or during an OpenSpec change. Use when the user wants to think something through, is stuck mid-implementation, or asks to compare approaches, rather than write code or create artifacts immediately. Never writes code; may create OpenSpec artifacts only if the user explicitly asks, since that is capturing thinking, not implementing.
146 other projects use a version of this, 92 of them edited.
Adopted by
Most recently taken up by
- ValorVie/custom-skillsedited, first seen Nov 8, 2026
- full-stack-skills/electron-skillstheir own version, first seen Nov 8, 2026
- halo-dev/plugin-ai-foundationtheir own version, first seen Nov 8, 2026
- ptonlix/OneSelftheir own version, first seen Nov 8, 2026
- FuDesign2008/open-skillsedited, first seen Nov 6, 2026
- feimacode/open-design-agent-kitedited, first seen Nov 6, 2026
Used with
Projects with it also use source-command-opsx-apply, source-command-opsx-archive and 4 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.
antech2-asyncSkillsource-command-opsx-apply
Implement tasks from an OpenSpec change (Experimental)
Also in 5 projects that use this
antech2-asyncSkillsource-command-opsx-archive
Archive a completed change in the experimental workflow
Also in 5 projects that use this
Microsoft AzureSkillopenspec-update-change
Update an OpenSpec change by revising its existing planning artifacts and keeping them coherent with one another. Use when the user wants to revise a change's plan, fold new decisions into it, or reconcile its artifacts after an edit. Never edits code.
Also in 91 projects that use this
goernSkilldraft-openspec-docs
Collaborative page-drafting mode for the OpenSpec docs. Builds a scratch plan inside the target page (purpose, structure, numbered draft steps), iterates on it with the user, then drafts one section per approved step and cleans up after itself. Use when a page needs a from-scratch rewrite or a new page is being shaped with the user in the loop.
Also in 3 projects that use this
- +2 more from antech2-async
Other versions146 projects use a version of this.
Word for word · 0
None found.
Edited · 92
- halo-dev/halo★ 40k14% same
- alibaba/druid★ 28k14% same
- fonoster/fonoster★ 8.2k15% same
- fleetdm/fleet★ 7.2k16% same
- PBH-BTN/PeerBanHelper★ 6.4k14% same
- KunAgent/Kun★ 6.4k16% same
- XingYu-Zhong/DeepSeek-GUI★ 6.4k16% same
- fengshao1227/ccg-workflow★ 6k14% same
- aiogram/aiogram★ 5.9k14% same
- akkadotnet/akka.net★ 5.1k16% same
82 more not listed
Wrote their own version · 54
- Fission-AI/OpenSpec★ 74ksame name
- studyzy/imewlconverter★ 10ksame name
- databasus/databasus★ 9.3ksame name
- RostislavDugin/postgresus★ 9.3ksame name
- MCSManager/MCSManager★ 5ksame name
- owncloud/android★ 4.2ksame name
- BytePioneer-AI/codex-host★ 3.2ksame name
- tsedio/tsed★ 3.1ksame name
- arabold/docs-mcp-server★ 1.8ksame name
- MemeMeow-Studio/MemeMeow★ 1.3ksame name
44 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 repository73 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- rhdh-base-imagesSkill
- rhdh-konflux-rpaSkill
- rhdh-konflux-tasksSkill
- rhdh-plugin-catalog-index-status-and-update-flowSkill
- rhdh-pr-mrSkill
- rhdh-prow-jobsSkill
- rhdh-prow-release-branchSkill
- rhdh-prow-triggerSkill
- rhdh-yarn-bumpSkill
- rhdh-feature-docsSkill
- rhdh-jira-createSkill
- rhdh-jira-linkSkill
- rhdh-jira-refineSkill
- rhdh-jira-sprint-planSkill
- rhdh-jira-sprint-reportSkill
- rhdh-jira-updateSkill
- rhdh-prepare-refinementSkill
- agent-readinessSkill
- ask-rhdhSkill
- clean-proseSkill
- setup-rhdh-skillsSkill
- skill-authoringSkill
- rhdh-backportSkill
- rhdh-backstage-upgradeSkill
- rhdh-localSkill
- rhdh-operator-pr-testSkill
- rhdh-overlaySkill
- rhdh-playwrightSkill
- rhdh-plugin-authoringSkill
- rhdh-plugin-bug-fixSkill
- rhdh-plugin-exportSkill
- rhdh-plugin-midstream-propagateSkill
- rhdh-plugin-nfs-migrationSkill
- rhdh-plugin-wiringSkill
- rhdh-pr-createSkill
- rhdh-pr-reviewSkill
- rhdh-test-placementSkill
- backstage-api-changesSkill
- mutation-gateSkill
- openspec-journalSkill
- prose-editingSkill
- rhdh-contextSkill
- rhdh-forgeSkill
- rhdh-jira-apiSkill
- rhdh-jira-authoringSkill
- rhdh-spec-driven-schemaSkill
- openspec-apply-changeSkill
- openspec-archive-changeSkill
- openspec-audit-changeSkill
- openspec-bulk-archive-changeSkill
- openspec-continue-changeSkill
- openspec-ff-changeSkill
- openspec-new-changeSkill
- openspec-onboardSkill
- openspec-sync-specsSkill
- openspec-verify-changeSkill
- rhdh-overlay-cve-exportSkill
- rhdh-platform-lifecycleSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 3 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 142 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 19
Explore mode is for thinking, not implementing: Read files, search code, investigate the codebase — but never write code or implement …
- Distinctive: line 26
This is a stance, not a workflow: No fixed steps, no required sequence, no mandatory output.
- Distinctive: line 51
Use OpenSpec context naturally, don't force it.
- Very specific: line 60
When a change exists: read its artifacts for context (openspec/changes/<name>/proposal.md, design.md, tasks.md, etc.) and reference them …
- Distinctive: line 70
Follow a script, ask the same questions every time, produce a specific artifact, reach a conclusion, stay on topic if a tangent is …
“Common” is measured: kept by at least 6 in 10 of the 142 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
Explore mode
Enter explore mode. Think deeply. Visualize freely. Follow the conversation wherever it goes.
Explore mode is for thinking, not implementing. Read files, search code,
investigate the codebase — but never write code or implement features. If the
user asks to implement something, remind them to exit explore mode and use
/openspec-ff-change first. Creating OpenSpec artifacts
when explicitly asked is fine — that captures thinking, it does not implement
it.
This is a stance, not a workflow. No fixed steps, no required sequence, no mandatory output.
The stance
- Curious, not prescriptive — let questions emerge naturally; don't run a script.
- Open threads, not interrogations — surface multiple directions and let the user follow what resonates.
- Visual — use ASCII diagrams liberally when they clarify thinking.
- Adaptive — follow interesting threads, pivot on new information.
- Patient — let the shape of the problem emerge; don't rush conclusions.
- Grounded — explore the actual codebase rather than theorizing.
What you might do
Explore the problem space (ask emergent clarifying questions, challenge assumptions, reframe, find analogies), investigate the codebase (map architecture, find integration points, surface hidden complexity), compare options (brainstorm, build comparison tables, sketch tradeoffs, recommend a path if asked), and visualize freely — state diagrams, data flows, architecture sketches, dependency graphs, comparison tables.
OpenSpec awareness
Use OpenSpec context naturally, don't force it.
At the start, check openspec list --json for active changes, their schemas,
and status, to sense what the user might be working on.
When no change exists: think freely. When insight crystallizes, offer —
without pressure — "This feels solid enough to start a change. Want me to
create a proposal with /openspec-ff-change?"
When a change exists: read its artifacts for context
(openspec/changes/<name>/proposal.md, design.md, tasks.md, etc.) and
reference them naturally ("Your design mentions Redis, but SQLite fits
better now..."). Offer to capture crystallized insight where it belongs —
new/changed requirement in specs/<capability>/spec.md, design decision in
design.md, scope change in proposal.md, new work in tasks.md — then let
the user decide. Never auto-capture.
What you don't have to do
Follow a script, ask the same questions every time, produce a specific artifact, reach a conclusion, stay on topic if a tangent is valuable, or be brief — this is thinking time.
Ending discovery
There is no required ending. Discovery might flow into a proposal ("Ready to
start? I can create a change with /openspec-ff-change."), result in artifact
updates, just provide clarity, or continue later. When things crystallize, a
brief summary — problem, approach (if one emerged), open questions, next
steps — is optional, not mandatory. Sometimes the thinking itself is the
value.
Guardrails
- Don't implement — never write application code. Creating OpenSpec artifacts when asked is fine; that is not implementing.
- Don't fake understanding — dig deeper when something is unclear.
- Don't rush, don't force structure — let patterns emerge naturally.
- Don't auto-capture — offer to save insights, never just do it.
- Do visualize and do explore the actual codebase — ground the conversation in reality, including questioning your own assumptions.
Completion
There is no fixed completion state — explore mode ends when the user has clarity, a decision, or a natural stopping point, and any artifact updates made along the way were explicitly requested rather than auto-captured.
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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- 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.
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