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kanban-based-development
Autonomous, parallel-safe development workflow using kanban-md. Use when the user asks to work through tasks, do kanban-based development, or when multiple agents need to coordinate work on the same codebase. Optimized for explicit handoffs and a "defer to user" protocol when hum
Übersicht
Autonomous, parallel-safe development workflow using kanban-md. Use when the user asks to work through tasks, do kanban-based development, or when multiple agents need to coordinate work on the same codebase. Optimized for explicit handoffs and a "defer to user" protocol when human intervention is required.
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Kanban-Based Development
Autonomous, parallel-safe development using kanban-md to coordinate work on a shared board.
Claims prevent duplicate work; review is the waiting room (handoff, user action, merge, decisions).
Multi-Agent Environment
This board is shared. Multiple agents and humans may be working on it simultaneously. You are NOT the only one reading or modifying tasks. This means:
- Another agent may claim a task between the time you list it and try to pick it.
- Tasks you saw as available a moment ago may no longer be available.
The claim mechanic is the coordination primitive. It prevents two agents from working on the same task. You MUST claim a task before starting any work on it, and you MUST only pick unclaimed tasks. Violating this causes duplicate work, merge conflicts, and wasted effort.
Non-Negotiables
- Claim before you change anything. No task edits, no code changes.
- One active task per agent. Keep at most one task in
in-progressfor your agent session. - Never steal a live claim. If it's claimed, pick something else.
- Never release someone else’s claim. Only use
edit --releasefor your own work (or when the user explicitly asks). - Always leave a handoff. Before you park a task, write a short update in the body so someone else can continue.
- Refresh claims to avoid timeout. If the task might take longer than
claim_timeout, periodically renew your claim:kanban-md edit <ID> --claim <agent>.
Board Home vs Worktrees (simple rule)
- Always run
kanban-mdfrom board home (the canonical repo directory that owns the shared board). - Always do code changes in a task worktree. Never edit code in board home.
- If the board is git-tracked, commit board changes on
mainas a separate commit after the task is merged and moved todone.
At the start of the session, determine and remember <board-home>:
cd <the canonical repo directory that owns the shared board>
pwd # remember this path as <board-home>
Recommended: keep two shells (or split panes) open:
- Board shell at
<board-home>forkanban-mdcommands - Worktree shell at the task worktree for code changes
Do not run multiple mutating kanban-md commands in parallel against the same board directory.
If you are unsure you’re using the shared board, run kanban-md board --compact and confirm the board name/shape is what you expect.
Defer-to-User Boundary (exceptions)
By default, agents should take tasks all the way to done (worktree → commit → merge → done).
Defer to the user (leave the task in review with a handoff) only when you need:
- an important product/spec decision with multiple valid options and no clear winner
- credentials/access or external actions (push to remote, releases, deployments, ENV variables, etc.)
- a merge conflict that requires judgment (not just mechanical resolution)
- repeated test/lint failures you can’t resolve
Agent Identity (for claims)
Each agent session must generate a unique name to identify itself for claims. At the very start of a session, run:
kanban-md agent-name
This produces a name like quiet-storm or frost-maple. Remember this name in your context and use it as a literal string in all claim/release commands for the rest of the session. Do not store it in a file or environment variable — those are not persistent or isolated between agents.
Example: if the generated name is frost-maple, use --claim frost-maple in every claim command.
Default Loop (worktree → merge → done)
Use --compact for board/list/log output whenever available to keep output short.
Before picking work, ensure board home is on main:
cd <board-home>
git switch main
git status
1) Pick and claim (atomically)
From board home:
Pick only from startable columns to avoid accidentally re-picking review work:
kanban-md pick --claim <agent> --status todo --move in-progress
If todo is empty:
kanban-md pick --claim <agent> --status backlog --move in-progress
This is atomic — if another agent claims the task between your list and claim, pick handles it safely. No need to list/choose/claim manually.
By default, pick prints the picked task details (including body), so a separate show is not required. Use --no-body only when you want the one-line confirmation.
2) Create a worktree (default)
Create a worktree for the task branch from board home:
git worktree add ../kanban-md-task-<ID> -b task/<ID>-<kebab-description>
cd ../kanban-md-task-<ID>
Skip a worktree only for truly non-conflicting work (e.g., board-only changes or writing an untracked research report). If you touch tracked code/config, use a worktree.
3) Implement, test, commit (in the worktree)
Implement the smallest change that satisfies the task.
- Bugs: write a failing test first (TDD), then fix.
- Run the appropriate checks for the change (common defaults):
go test ./...golangci-lint run ./...
Commit in the worktree when green:
git add <files>
git commit -m "feat: <description>"
Progress notes (recommended)
While a task is in-progress, leave short timestamped notes in the task body from board home (especially after major steps or before/after running tests). This makes handoffs and reviews much faster.
kanban-md edit <ID> --append-body "Implemented X/Y/Z, now running tests." --timestamp --claim <agent>
The --append-body (-a) flag appends text to the existing body without replacing it. The --timestamp (-t) flag prefixes a timestamp line like [[2026-02-10]] Mon 15:04.
4) Merge to main (from board home)
Switch back to board home and merge your task branch:
cd <board-home>
git switch main
git status
If git status shows unexpected changes outside the board directory (usually kanban/) or a git operation in progress, do not proceed. Park the task in review and move on.
Merge and re-run tests on main:
git merge task/<ID>-<kebab-description>
go test ./...
golangci-lint run ./...
If you cannot merge right now (e.g., another merge/rebase is in progress), do not force. Park the task in review, leave a note (branch name + what’s left), and pick the next task.
To park a “ready to merge” task:
From board home:
kanban-md handoff <ID> --claim <agent> --note "Ready to merge: task/<ID>-…; remaining: …" --timestamp --release
5) Mark done (only after merge)
Only after the merge is on main and checks pass:
From board home:
kanban-md edit <ID> --release
kanban-md move <ID> done
6) Commit board changes (only if board is git-tracked)
From board home:
git add kanban/config.yml kanban/tasks/
git commit -m "chore(board): update task #<ID>"
7) Optional cleanup
git worktree remove --force ../kanban-md-task-<ID>
git branch -d task/<ID>-<kebab-description>
Blocked / Needs User Input (the “review and move on” rule)
If you cannot continue without the user (decision, access, environment, or anything outside your control):
From board home:
kanban-md handoff <ID> --claim <agent> \
--block "Waiting on user: <what you need>" \
--note "## Handoff
- Current state:
- Branch (if any):
- Open questions (A/B):
- Next step:" \
--timestamp --release
In your handoff note, include:
- The exact question(s) for the user (prefer A/B options)
- What you already tried and what happened
- The minimal next step after the user responds
Then pick the next task. Do not idle.
Resuming a parked task
When the user answers and you need to continue, re-claim and move back to in-progress:
From board home:
kanban-md edit <ID> --claim <agent>
kanban-md edit <ID> --unblock --claim <agent> # if it was blocked
kanban-md move <ID> in-progress --claim <agent>
Status meanings (keep the board honest)
| Status | Meaning |
|---|---|
in-progress | Actively being worked by an agent right now |
review | Waiting state: ready to merge, or waiting on user/decision/unblock |
done | Merged to main (and checks pass) |
When there is nothing to pick
If pick returns "no unblocked, unclaimed tasks found":
- Check blocked work:
kanban-md list --compact --blocked - Check waiting work:
kanban-md list --compact --status review - If everything is waiting on the user, ask targeted questions and stop (don't thrash the board).
Dateimetadaten
name: kanban-based-development description: > Autonomous, parallel-safe development workflow using kanban-md. Use when the user asks to work through tasks, do kanban-based development, or when multiple agents need to coordinate work on the same codebase. Optimized for explicit handoffs and a "defer to user" protocol when human intervention is required. allowed-tools: - Bash(kanban-md *) - Bash(kbmd *) - Bash(git *) - Bash(go *) - Bash(golangci-lint *) - Bash(awk *)
Originaltext anzeigen
--- name: kanban-based-development description: > Autonomous, parallel-safe development workflow using kanban-md. Use when the user asks to work through tasks, do kanban-based development, or when multiple agents need to coordinate work on the same codebase. Optimized for explicit handoffs and a "defer to user" protocol when human intervention is required. allowed-tools: - Bash(kanban-md *) - Bash(kbmd *) - Bash(git *) - Bash(go *) - Bash(golangci-lint *) - Bash(awk *) --- <!-- kanban-md-skill-version: 0.31.0 --> # Kanban-Based Development Autonomous, parallel-safe development using `kanban-md` to coordinate work on a shared board. Claims prevent duplicate work; `review` is the waiting room (handoff, user action, merge, decisions). ## Multi-Agent Environment **This board is shared.** Multiple agents and humans may be working on it simultaneously. You are NOT the only one reading or modifying tasks. This means: - Another agent may claim a task between the time you list it and try to pick it. - Tasks you saw as available a moment ago may no longer be available. The **claim** mechanic is the coordination primitive. It prevents two agents from working on the same task. **You MUST claim a task before starting any work on it, and you MUST only pick unclaimed tasks.** Violating this causes duplicate work, merge conflicts, and wasted effort. ## Non-Negotiables - **Claim before you change anything.** No task edits, no code changes. - **One active task per agent.** Keep at most one task in `in-progress` for your agent session. - **Never steal a live claim.** If it's claimed, pick something else. - **Never release someone else’s claim.** Only use `edit --release` for your own work (or when the user explicitly asks). - **Always leave a handoff.** Before you park a task, write a short update in the body so someone else can continue. - **Refresh claims to avoid timeout.** If the task might take longer than `claim_timeout`, periodically renew your claim: `kanban-md edit <ID> --claim <agent>`. ## Board Home vs Worktrees (simple rule) - **Always run `kanban-md` from board home** (the canonical repo directory that owns the shared board). - **Always do code changes in a task worktree.** Never edit code in board home. - If the board is git-tracked, **commit board changes on `main` as a separate commit** after the task is merged and moved to `done`. At the start of the session, determine and remember `<board-home>`: ```bash cd <the canonical repo directory that owns the shared board> pwd # remember this path as <board-home> ``` Recommended: keep two shells (or split panes) open: - **Board shell** at `<board-home>` for `kanban-md` commands - **Worktree shell** at the task worktree for code changes Do not run multiple mutating `kanban-md` commands in parallel against the same board directory. If you are unsure you’re using the shared board, run `kanban-md board --compact` and confirm the board name/shape is what you expect. ## Defer-to-User Boundary (exceptions) By default, agents should take tasks all the way to `done` (worktree → commit → merge → done). Defer to the user (leave the task in `review` with a handoff) only when you need: - an important product/spec decision with multiple valid options and no clear winner - credentials/access or external actions (push to remote, releases, deployments, ENV variables, etc.) - a merge conflict that requires judgment (not just mechanical resolution) - repeated test/lint failures you can’t resolve ## Agent Identity (for claims) Each agent session must generate a unique name to identify itself for claims. At the very start of a session, run: ```bash kanban-md agent-name ``` This produces a name like `quiet-storm` or `frost-maple`. **Remember this name in your context** and use it as a literal string in all claim/release commands for the rest of the session. Do not store it in a file or environment variable — those are not persistent or isolated between agents. Example: if the generated name is `frost-maple`, use `--claim frost-maple` in every claim command. ## Default Loop (worktree → merge → done) Use `--compact` for board/list/log output whenever available to keep output short. Before picking work, ensure board home is on `main`: ```bash cd <board-home> git switch main git status ``` ### 1) Pick and claim (atomically) From board home: Pick only from startable columns to avoid accidentally re-picking `review` work: ```bash kanban-md pick --claim <agent> --status todo --move in-progress ``` If `todo` is empty: ```bash kanban-md pick --claim <agent> --status backlog --move in-progress ``` This is atomic — if another agent claims the task between your list and claim, `pick` handles it safely. No need to list/choose/claim manually. By default, `pick` prints the picked task details (including body), so a separate `show` is not required. Use `--no-body` only when you want the one-line confirmation. ### 2) Create a worktree (default) Create a worktree for the task branch from board home: ```bash git worktree add ../kanban-md-task-<ID> -b task/<ID>-<kebab-description> cd ../kanban-md-task-<ID> ``` Skip a worktree only for truly non-conflicting work (e.g., board-only changes or writing an untracked research report). If you touch tracked code/config, use a worktree. ### 3) Implement, test, commit (in the worktree) Implement the smallest change that satisfies the task. - Bugs: write a failing test first (TDD), then fix. - Run the appropriate checks for the change (common defaults): - `go test ./...` - `golangci-lint run ./...` Commit in the worktree when green: ```bash git add <files> git commit -m "feat: <description>" ``` ### Progress notes (recommended) While a task is `in-progress`, leave short timestamped notes in the task body from **board home** (especially after major steps or before/after running tests). This makes handoffs and reviews much faster. ```bash kanban-md edit <ID> --append-body "Implemented X/Y/Z, now running tests." --timestamp --claim <agent> ``` The `--append-body` (`-a`) flag appends text to the existing body without replacing it. The `--timestamp` (`-t`) flag prefixes a timestamp line like `[[2026-02-10]] Mon 15:04`. ### 4) Merge to main (from board home) Switch back to board home and merge your task branch: ```bash cd <board-home> git switch main git status ``` If `git status` shows unexpected changes outside the board directory (usually `kanban/`) or a git operation in progress, do not proceed. Park the task in `review` and move on. Merge and re-run tests on main: ```bash git merge task/<ID>-<kebab-description> go test ./... golangci-lint run ./... ``` If you cannot merge right now (e.g., another merge/rebase is in progress), do **not** force. Park the task in `review`, leave a note (branch name + what’s left), and pick the next task. To park a “ready to merge” task: From board home: ```bash kanban-md handoff <ID> --claim <agent> --note "Ready to merge: task/<ID>-…; remaining: …" --timestamp --release ``` ### 5) Mark done (only after merge) Only after the merge is on main and checks pass: From board home: ```bash kanban-md edit <ID> --release kanban-md move <ID> done ``` ### 6) Commit board changes (only if board is git-tracked) From board home: ```bash git add kanban/config.yml kanban/tasks/ git commit -m "chore(board): update task #<ID>" ``` ### 7) Optional cleanup ```bash git worktree remove --force ../kanban-md-task-<ID> git branch -d task/<ID>-<kebab-description> ``` ## Blocked / Needs User Input (the “review and move on” rule) If you cannot continue without the user (decision, access, environment, or anything outside your control): From board home: ```bash kanban-md handoff <ID> --claim <agent> \ --block "Waiting on user: <what you need>" \ --note "## Handoff - Current state: - Branch (if any): - Open questions (A/B): - Next step:" \ --timestamp --release ``` In your handoff note, include: - The exact question(s) for the user (prefer A/B options) - What you already tried and what happened - The minimal next step after the user responds Then pick the next task. Do not idle. ## Resuming a parked task When the user answers and you need to continue, re-claim and move back to `in-progress`: From board home: ```bash kanban-md edit <ID> --claim <agent> kanban-md edit <ID> --unblock --claim <agent> # if it was blocked kanban-md move <ID> in-progress --claim <agent> ``` ## Status meanings (keep the board honest) | Status | Meaning | |---|---| | `in-progress` | Actively being worked by an agent right now | | `review` | Waiting state: ready to merge, or waiting on user/decision/unblock | | `done` | Merged to main (and checks pass) | ## When there is nothing to pick If `pick` returns "no unblocked, unclaimed tasks found": - Check blocked work: `kanban-md list --compact --blocked` - Check waiting work: `kanban-md list --compact --status review` - If everything is waiting on the user, ask targeted questions and stop (don't thrash the board).
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Lizenz: MIT
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- Permission surface may require sandboxing
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- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Stars/forks activity: 211 stars, 27 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: command execution surface, credential or environment access
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Tools sind Metadatenhinweise, keine getestete Kompatibilität. Prompts sind Vorschläge.
Mit einer kleinen Aufgabe beginnen
- 1Quelle lesen und Eingaben, Ergebnisse, Abhängigkeiten sowie Berechtigungen prüfen.
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- 3Ergebnisse und geänderte Dateien prüfen. Nur tatsächliche Ausführungen melden und die Quellrevision aufbewahren.
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- antopolskiy/kanban-md
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- 4. Sept. 2026
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Qualität
67/100
Vielversprechend
Vertrauen
65/100
Nur Sandbox
Audit
76/100
Prüfung nötig
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Stars/forks activity: 211 stars, 27 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
- Verified installs
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Weitere Details
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}
],
"handoff_url": "https://www.openagentskill.com/api/skills/antopolskiy-kanban-based-development/install",
"manifest_url": "https://www.openagentskill.com/api/registry/manifest/antopolskiy-kanban-based-development"
},
"trust": {
"score": 73,
"label": "Strong shortlist",
"version": "trust-score-v4",
"install_policy": "block",
"evidence": {
"stars": "211 GitHub stars",
"repoActivity": "211 stars, 27 forks",
"lastPushed": "2mo since push",
"license": "MIT",
"repository": "https://github.com/antopolskiy/kanban-md/tree/main/.agents/skills/kanban-based-development",
"install": "npx skills add antopolskiy/kanban-md --skill kanban-based-development",
"installSafety": "standard package or runtime install path",
"permissionSurface": "secrets or environment access, shell or command execution",
"documentation": "Strong README/SKILL.md context",
"agentOutcomes": "No agent outcome data yet"
},
"outcome_evidence": {
"total": 0,
"successes": 0,
"failures": 0,
"not_relevant": 0,
"success_rate": null,
"recent_success_rate": null,
"recent_failure_rate": null,
"install_attempts": 0,
"install_success_rate": null,
"risk_blocked": 0,
"setup_required": 0,
"avg_output_quality": null,
"production_outcomes": 0,
"last_outcome_at": null,
"label": "No agent outcome data yet"
},
"auto_install": {
"allowed": false,
"sandbox_required": true,
"reason": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
},
"best_for": [
"design-creative",
"agent-skill"
],
"known_risks": [
"Financial research output is not financial advice; require human review before any live investment decision.",
"Quality score needs review",
"Permission surface needs review: secrets or environment access, shell or command execution",
"Stars/forks activity: 211 stars, 27 forks; issue activity unavailable in current metadata",
"Dependency/runtime risk: command execution surface, credential or environment access",
"Permission surface: secrets or environment access, shell or command execution"
]
},
"agent_proven": {
"version": "agent-proven-v1",
"score": 0,
"tier": "unproven",
"label": "Needs first agent run",
"summary": "No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.",
"metrics": {
"totalOutcomes": 0,
"successfulOutcomes": 0,
"failedOutcomes": 0,
"installAttempts": 0,
"installSuccessRate": null,
"successRate": null,
"recentSuccessRate": null,
"recentFailureRate": null,
"riskBlocked": 0,
"setupRequired": 0,
"notRelevant": 0,
"avgOutputQuality": null,
"avgTimeToUsefulMs": null,
"productionOutcomes": 0,
"humanReviewRequired": 0,
"uniqueAgents": 0,
"lastOutcomeAt": null
},
"signals": [],
"penalties": [
"No real agent outcome evidence yet"
]
},
"audit": {
"score": 76,
"risk_level": "needs_review",
"risk_label": "Needs review",
"warnings": [
"Dependency or permission surface needs review",
"Permission surface may require sandboxing",
"Financial research output is not financial advice; require human review before any live investment decision",
"Financial research output is not financial advice; require human review before any live investment decision.",
"Quality score needs review",
"Permission surface needs review: secrets or environment access, shell or command execution",
"Stars/forks activity: 211 stars, 27 forks; issue activity unavailable in current metadata",
"Dependency/runtime risk: command execution surface, credential or environment access"
]
},
"safety_gate": {
"tier": "blocked",
"label": "Blocked for auto-install",
"auto_install_policy": "block",
"auto_install_allowed": false,
"human_review_required": true,
"blocked": true,
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
},
"quality": {
"score": 67,
"label": "Promising"
},
"supply": {
"track": "Design and creative production",
"scenario": "Design and creative",
"maintenance": "2mo since push",
"risk": "Needs review"
},
"alternative_skills": [],
"do_not_use_when": [
"teams that need a vendor-supported SLA",
"high-compliance environments without internal security review",
"No major risk signals from current metadata",
"High-risk permission hints: Shell or command execution, Secrets or environment access",
"Dependency or permission surface needs review",
"Permission surface may require sandboxing",
"Financial research output is not financial advice; require human review before any live investment decision",
"Financial research output is not financial advice; require human review before any live investment decision."
],
"agent_contract": {
"task_input": "Use kanban-based-development in an agent workflow",
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
"install_policy": "block",
"minimum_review_before_use": [
"Trust: 73/100 Strong shortlist",
"Audit: 76/100 Needs review",
"Safety: 36/100 Avoid automatic install",
"Review repository, license, install command, and permission surface before production use."
],
"expected_agent_output": {
"selected_skill": "antopolskiy-kanban-based-development (kanban-based-development)",
"install_command": "npx skills add antopolskiy/kanban-md --skill kanban-based-development",
"risk_summary": "Needs review; Blocked for auto-install; Review before production",
"verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
}
},
"outcome_feedback": {
"endpoint": "https://www.openagentskill.com/api/agent/outcome",
"method": "POST",
"requires_resolve_event_id": true,
"event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
"expected_outcomes": [
"success",
"failed",
"not_relevant",
"blocked_by_risk",
"setup_required"
],
"payload_template": {
"event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
"skill_slug": "antopolskiy-kanban-based-development",
"task": "Use kanban-based-development in an agent workflow",
"agent": "codex",
"outcome": "success",
"install_used": true,
"risk_blocked": false,
"setup_required": false,
"task_success": true,
"output_quality": 4,
"error_type": null,
"human_review_required": false,
"workspace": "sandbox",
"time_to_useful_ms": 120000,
"notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
}
},
"endpoints": {
"web": "https://www.openagentskill.com/skills/antopolskiy-kanban-based-development",
"api": "https://www.openagentskill.com/api/agent/skills/antopolskiy-kanban-based-development",
"audit": "https://www.openagentskill.com/skills/antopolskiy-kanban-based-development/audit",
"eval": "https://www.openagentskill.com/api/agent/evals?slug=antopolskiy-kanban-based-development&task=Use%20kanban-based-development%20in%20an%20agent%20workflow&max_risk=medium",
"resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20kanban-based-development%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
"receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20kanban-based-development%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
"install": "https://www.openagentskill.com/api/skills/antopolskiy-kanban-based-development/install",
"manifest": "https://www.openagentskill.com/api/registry/manifest/antopolskiy-kanban-based-development"
}
}Für Ersteller
Quelle des Eintrags
Registry-indexiert
Dieser Eintrag wurde aus öffentlichen Quellen indexiert und ist erst nach Genehmigung eines Maintainer-Anspruchs offiziell.
- Ersteller
- antopolskiy
- Quelle
- antopolskiy/kanban-md
- Indexiert von
- OpenAgentSkill Community-Index
Die Zuordnung verlinkt auf das öffentliche Repository oder Creator-Profil. Creator können den Eintrag beanspruchen, um Eigentümersignale zu aktualisieren.
Diesen Skill beanspruchenEigentümeranspruch
Diesen Skill-Eintrag beanspruchen
Dieser Registry-indexiert-Eintrag wird antopolskiy zugeschrieben, ist aber noch nicht offiziell markiert. Beanspruche ihn, um ein verifiziertes Eigentümersignal hinzuzufügen und künftige Launch-, Installations- und Audit-Updates vertrauenswürdiger zu machen.
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Zeige den kanonischen Eintrag, aktuelle Vertrauens- und Audit-Signale sowie echte Agent-Proven-Evidenz dort, wo Entwickler das Repository bewerten.
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[](https://www.openagentskill.com/skills/antopolskiy-kanban-based-development/audit)
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