graduate-backlog
Graduate a project's in-repo backlog (roadmap phases, sprint deliverables, ADRs) onto a forge issue tracker at a thin-hybrid default, once the backlog outgrows a single contributor. Use when a team needs to see and claim work that currently lives only in docs/roadmap and docs/spr
Supply asset profile
Coding and developer agents
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add jrjsmrtn/project-orchestration-skills --skill graduate-backlog
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
14
58/100 Quality · 71/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Low GitHub adoption signal
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
14 GitHub stars
Repo activity
14 stars, 0 forks
Maintenance
2d since push
License
MIT
Install
npx skills add jrjsmrtn/project-orchestration-skills --skill graduate-backlog
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- GitHub adoption: 14 GitHub stars
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- GitHub automation workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Inspect repository metadata
Suited agents
Install decision
- Command
- npx skills add jrjsmrtn/project-orchestration-skills --skill graduate-backlog
- Policy
- block
- Human review
- yes
Trust and risk
- Trust
- 63/100
- Audit
- 75/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add jrjsmrtn/project-orchestration-skills --skill graduate-backlogDo not use when
- teams that need a vendor-supported SLA
- production agents without a repository review
- Low GitHub adoption signal
- High-risk permission hints: Shell or command execution, Secrets or environment access
- Permission surface may require sandboxing
Alternative
Code Review
168.6K Stars
npx skills add mattpocock/skills --skill code-review
Alternative
Grill With Docs
164.7K Stars
npx skills add mattpocock/skills --skill grill-with-docs
Alternative
To Spec
164.7K Stars
npx skills add mattpocock/skills --skill to-spec
Alternative
To Tickets
176.7K Stars
npx skills add mattpocock/skills --skill to-tickets
Agent safety v2
35/100 · Avoid automatic install
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Secrets or environment access
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
- High-risk permission hints: Shell or command execution, Secrets or environment access
- Permission surface may require sandboxing
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install jrjsmrtn-graduate-backlogAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20graduate-backlog%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20graduate-backlog%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/jrjsmrtn-graduate-backlog/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use graduate-backlog in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20graduate-backlog%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/jrjsmrtn-graduate-backlog/install
Install command: npx skills add jrjsmrtn/project-orchestration-skills --skill graduate-backlog
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/jrjsmrtn-graduate-backlog/install
LLM text format
/api/skills/jrjsmrtn-graduate-backlog/install?format=text
Find alternatives
/api/skills/search?q=graduate-backlog&limit=3
Agent prompt
Use graduate-backlog for this task. Review https://www.openagentskill.com/api/skills/jrjsmrtn-graduate-backlog/install, then install with: npx skills add jrjsmrtn/project-orchestration-skills --skill graduate-backlogRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/jrjsmrtn-graduate-backlog
LLM text
/api/registry/manifest/jrjsmrtn-graduate-backlog?format=text
Install alias
/api/registry/install/jrjsmrtn-graduate-backlog
Recommend
/api/registry/recommend?task=Use%20graduate-backlog%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Claude Code
Audit report
Needs review · 75/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Fallback candidate for GitHub automation
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
GitHub automation
Trust label
Prototype first
Install path
Command ready
Use when
- GitHub automation workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- recent repository activity
- install command or GitHub repo available
- 58/100 quality profile
- 4 OpenAgentSkill engagement events
review first
- Low GitHub adoption signal
Implementation path
- 1Install it in a sandbox agent and run one GitHub automation task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
FIX14 GitHub stars
Stars/forks activity
FIX14 stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- GitHub adoption: 14 GitHub stars
- Stars/forks activity: 14 stars, 0 forks; issue activity unavailable in current metadata
- Permission surface: shell or command execution, filesystem or document access
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Add it to a complete workflow
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Compare before you install
Similar skills that may fit this task.
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Grill With Docs
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
To Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
To Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
Overview
--- name: graduate-backlog description: Graduate a project's in-repo backlog (roadmap phases, sprint deliverables, ADRs) onto a forge issue tracker at a thin-hybrid default, once the backlog outgrows a single contributor. Use when a team needs to see and claim work that currently lives only in docs/roadmap and docs/sprints, when a repo has a mature in-repo roadmap but an empty tracker, when open-sourcing a project, or when deciding what work should stay in-repo versus live on a GitHub, GitLab, Codeberg/Forgejo, or self-hosted internal tracker. metadata: author: "Georges Martin <jrjsmrtn@gmail.com>" version: "0.1.34" license: MIT ---
# Backlog Graduation
Bridge a project's **in-repo backlog** onto a **forge issue tracker** at the moment the backlog outgrows a single contributor. The orchestration skills author a rich in-repo backlog — `docs/roadmap/roadmap.md` (phases → target versions → task lists), `docs/sprints/*.md` (plans/retrospectives), a Nygard ADR sequence, and a Keep-a-Changelog `CHANGELOG.md`. Once more than one person needs to see and claim that work, they need a tracker — but that transform is manual and uncodified.
This skill performs it **conservatively**. The default is **thin-hybrid**: planning stays in-repo, and the tracker holds only incoming/reactive work plus — at most — the current milestone's tactical items. That is *light externalization*, not a board build-out. A richer board is opt-in (the `roadmap-visible` level), justified by a real need for roadmap visibility.
> **The trigger is team scale, not exposure.** Graduation is driven by *who needs to see the work* > — the same signal as the t0→t1 tier bump ("more than one contributor"). It is **not** gated on > the **Public** distribution profile: a corporate team on an internal GitLab needs a board without > ever open-sourcing, and a solo public repo may never need one. Exposure gates *compliance > controls*, not *work organization*. (Workspace decision records: "Distribution-Profile Axis for > Compliance Qualification", "Work-Organization Graduation: Thin-Hybrid Backlog Externalization", > "Plugin Taxonomy by Lifecycle, Not Exposure" — cited by title because bare numbers would collide > with the *target project's* own ADR sequence, which Phase 3 writes into.)
> **Establish vs operate.** This skill *establishes* tracker structure from the backlog; > `incoming-issue` (**project-maintenance-skills**) *operates* it afterward. Where that plugin is > installed it owns the richer contributor-facing setup — issue templates, `good first issue`, the > full triage taxonomy. This skill creates only the minimal labels it needs, so it works standalone > in contexts where the maintenance plugin is absent.
## When to Use
- When a project's backlog outgrows one contributor and the team needs claimable work items - When a repo has a mature in-repo roadmap but an empty or default-only tracker - When deciding the **hybrid boundary** — what stays canonical in-repo vs what the tracker owns - At the `public-release` go/no-go gate (project-maintenance-skills), deciding how work is organized publicly - Re-running incrementally after new phases or sprints land (the skill is idempotent)
**Not for:** Solo projects with no collaborators — the backlog stays in-repo; say so and stop. Building a heavy Projects-v2 board unless roadmap visibility is an explicit goal. Re-cutting already-shipped work as issues.
## Required Inputs
1. **Repository** — the forge and `owner/repo`, auto-detected from git remotes. 2. **Scope** — what to run: - `plan` — Phases 1–2: analyze the in-repo backlog and emit the hybrid-boundary decision; **no writes** (dry run) - `milestones` — Phase 4: seed milestones from **open** roadmap phases - `issues` — Phase 5: create labels, then issues from **current-sprint open deliverables** - `full` — Phases 1–6 in sequence: plan → confirm → record the boundary ADR (Phase 3) → milestones → issues → reconcile (Phase 6). Phases 3 and 6 are what produce the skill's headline output and anti-drift rule, so `full` is the only scope that satisfies this skill's own Validation. 3. **Externalization level** (default `thin`): - `thin` — milestones for open phases + issues for current-sprint deliverables only (default) - `roadmap-visible` — Phase 5b: additionally mirror open roadmap phases as tracked issues, for team and stakeholder visibility of the longer arc
## Workflow
### Phase 1: Detect Context & Confirm Eligibility
1. **Detect the forge** from remotes: ```bash git remote -v ``` - `github.com` → `gh` - `gitlab.com` / self-hosted GitLab → `glab` - `codeberg.org` / self-hosted Forgejo/Gitea → `tea` (the Gitea/Forgejo CLI), or the Gitea REST API
The hybrid-boundary decision (Phases 2–3, 6) is **forge-independent** — only the seeding commands in Phases 4–5 branch by forge. See the [Forge Command Reference](#forge-command-reference) for the per-forge equivalents. A **self-hosted** GitLab or Forgejo/Gitea instance is a first-class target: point the CLI at it (`glab auth login --hostname gitlab.internal.example`, `tea login add --url …`) — the workflow is identical. An internal corporate forge is a normal case, not an exception.
2. **Confirm the backlog has outgrown one contributor.** Graduation is triggered by **team scale**, not exposure — do *not* check the distribution profile: ```bash git shortlog -sn --since="6 months ago" HEAD | head ``` Proceed if any of these hold: more than one recent committer; the project accepts contributions from beyond the maintainer (an open contributor base is a team, whatever the exposure); or the maintainer states that collaborators need claimable work. **If it is a genuinely solo project with no collaborators, stop** — a tracker adds ceremony without a reader. Say so plainly rather than seeding an audience-free board.
3. **Locate source artifacts** (skip gracefully if absent): - `docs/roadmap/roadmap.md` — phases, target versions, task lists, Sprint History - `docs/sprints/` — current sprint plan (open deliverables) + `README.md` index - `docs/adr/` (+ `index.yml` if present) — decision log (back-link targets) - `CHANGELOG.md` — the `[Unreleased]` section (authoritative shipped-work record)
4. **Check tracker preconditions:** do the labels this skill maps onto exist? ```bash gh label list # glab label list | tea labels ls ``` Type labels (`enhancement` / `bug` / `documentation`) are GitHub defaults and usually exist already; on GitLab/Forgejo they may not. The `priority: *` labels rarely exist anywhere. **Create only what is missing** (Phase 5) — this skill is self-sufficient and must not assume another plugin has run.
If `incoming-issue` (project-maintenance-skills) *is* available and the project is **Public**, prefer running it (scope: `setup`) first: it establishes the full contributor-facing taxonomy and issue templates, of which these labels are a subset. Treat it as an **enrichment, not a prerequisite** — a corporate consumer may not have that plugin installed at all.
### Phase 2: Analyze the In-Repo Backlog (scope: `plan`)
Parse and classify — **read-only**, no forge writes:
- **Roadmap phases** → each `{title, target version, status}`. Split into **open** (candidate milestones) and **completed** (never re-cut). - **Current sprint deliverables** → the open, discrete, titled items from the latest `docs/sprints/sprint-NNNN-plan.md` (candidate issues). - **ADR index** → id/title/status, for back-linking. - **CHANGELOG `[Unreleased]`** → the trustworthy record of what actually shipped.
> **Trust the changelog over checkboxes.** Roadmap `- [ ]` checkbox state is frequently stale > (shipped features left unticked). Corroborate any "done" against `CHANGELOG.md` before excluding it, > and derive issues from **sprint deliverables**, not from roadmap checkboxes.
Output a plan: candidate milestones, candidate issues, and the proposed hybrid boundary. In `plan` scope, stop here and present it for confirmation.
### Phase 3: Decide & Record the Hybrid Boundary
Adopt the **thin-hybrid** default and record it as a **project-local** ADR in the target project's own `docs/adr/` (use its `setup-adrs` adrtools numbering — title `# N. Work-Organization Boundary`). This is the target project's decision, distinct from the workspace ADR that defines the stance:
| Concern | Canonical home | Rationale | |---|---|---| | Strategic roadmap (phases, target versions) | **in-repo** `roadmap.md` | version-controlled north star | | Architecture decisions | **in-repo** `docs/adr/` | the "why"; back-link target for issues | | Sprint retrospectives | **in-repo** `docs/sprints/` | narrative record | | Incoming / community / reactive work | **tracker** | contributor-facing | | Current-milestone tactical items | **tracker** (thin) | claimable by contributors | | Per-issue / milestone status | **tracker** (single source of truth) | avoids table drift |
Record the **single source of truth for tactical status** explicitly, so hand-maintained tables (roadmap Sprint History, `docs/sprints/README.md`) don't drift against the board.
### Phase 4: Seed Milestones — Open Phases Only (scope: `milestones`)
Create one milestone per **open** roadmap phase. **Idempotent** — check for an existing milestone of the same title before creating:
```bash # List existing milestone titles gh api "repos/{owner}/{repo}/milestones?state=open" --jq '.[].title'
# Create only if absent gh api "repos/{owner}/{repo}/milestones" \ -f title="Phase 3 — v0.2.0" \ -f state="open" \ -f description="Graduated from docs/roadmap/roadmap.md Phase 3. Canonical roadmap stays in-repo." ```
- **Skip completed phases** — no retroactive re-cut. - A roadmap phase maps to a **milestone**, never a label. - On GitLab (`glab`) or Forgejo (`tea`), use the equivalent from the [Forge Command Reference](#forge-command-reference); the open-phases-only and idempotency rules are unchanged.
### Phase 5: Seed Issues — Current-Sprint Deliverables (scope: `issues`)
Create issues from **current-sprint open deliverables** (Phase 2), each **back-linked** and **idempotent** (search by a stable title before creating).
#### Step 1 — Create the labels first
Applying a label that does not exist fails the issue creation, so **this step precedes Step 2**. Idempotent — each `label create` no-ops if the label is already there:
```bash # Type labels: GitHub defaults, but absent on a fresh GitLab/Forgejo project gh label create "enhancement" --color a2eeef --description "New feature or request" 2>/dev/null || true gh label create "bug" --color d73a4a --description "Something isn't working" 2>/dev/null || true gh label create "documentation" --color 0075ca --description "Improvements or additions to documentation" 2>/dev/null || true
# Priority labels: rarely present on any forge gh label create "priority: high" --color d93f0b --description "Severe impact" 2>/dev/null || true gh label create "priority: medium" --color e4e669 --description "Moderate impact" 2>/dev/null || true gh label create "priority: low" --color c2e0c6 --description "Minor impact" 2>/dev/null || true ```
> **Colours are part of the contract, not decoration.** They match `incoming-issue`'s taxonomy > exactly. Because `label create` is made idempotent with `|| true`, **first writer wins** — a wrong > colour here would survive silently forever once this skill runs first, and the two plugins would > disagree with no error ever surfacing. Do not "improve" them.
See the [Forge Command Reference](#forge-command-reference) for the `glab`/`tea` equivalents.
#### Step 2 — Seed the issues
```bash # Idempotency guard gh issue list --search "in:title \"Wire the audit CI job\"" --state all --json number --jq '.[].number'
# Create, attach to milestone, apply the mapped priority/type labels (see the table below) gh i
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Aug 21, 2026
- Published
- Aug 21, 2026
Decision snapshot
Fallback candidate
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 79/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for graduate-backlog, ready for a manual X post.
graduate-backlog: Graduate a project's in-repo backlog (roadmap phases, sprint deliverables, ADRs) onto a forge... 14 stars https://www.openagentskill.com/skills/jrjsmrtn-graduate-backlog?ref=x
Optional reply with install command
Listing + install path for graduate-backlog: https://www.openagentskill.com/skills/jrjsmrtn-graduate-backlog?ref=x Install: npx skills add jrjsmrtn/project-orchestration-skills --skill graduate-backlog
Listing source
Registry indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- jrjsmrtn
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Registry indexed listing is attributed to jrjsmrtn but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/jrjsmrtn-graduate-backlog)
[](https://www.openagentskill.com/skills/jrjsmrtn-graduate-backlog)
[](https://www.openagentskill.com/skills/jrjsmrtn-graduate-backlog/audit)
[](https://www.openagentskill.com/skills/jrjsmrtn-graduate-backlog)Author
jrjsmrtn
@jrjsmrtn
Tags
Platform fit
Health signals
- GitHub stars
- 14
- Quality score
- 31/100
- Last GitHub push
- Aug 21, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 4
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption14 GitHub starsFIX
- Stars/forks activity14 stars, 0 forks; issue activity unavailable in current metadataFIX
- Recent maintenance2d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcommand execution surface, network or browser surfaceINFO
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