{"slug":"radimsem-blacksmith-orchestrate","name":"blacksmith-orchestrate","description":"Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go.","long_description":"---\nname: blacksmith-orchestrate\ndescription: \"Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go.\"\n---\n\n# Blacksmith Orchestrate\n\n> Decide **which tasks run, in what order, at what depth, by which model, in which worktree** — then dispatch one forge run per task.\n\n## Overview\n\nThis is a wrapper around `forge`, not a fork of it. It never reimplements a forge step: every task it dispatches runs the ordinary twelve-step forge workflow, and everything this skill adds is a decision *about* those runs — which ones may run at the same time, how deep each one goes, and where each one's work lives.\n\nNine numbered steps, split by one gate, deliberately mirroring forge's shape:\n\n```\nPart 1 — Plan (1–5):     normalize → materialize → analyze → schedule → [GATE] battle plan\nPart 2 — Execute (6–9):  provision → dispatch waves → relay → close-out\n\n  gate held: no worktree is created and no forge Part 2 runs until \"yes, forge them\"\n```\n\n| Step | Action |\n|---|---|\n| 1 | Parse the invocation; split orchestrator flags from pass-through forge flags; route the work source into a canonical task list |\n| 2 | Materialize refs — spec-file and free-form routes get real issue refs via `/to-tickets`, or synthetic `T1..Tn` IDs if the user declines filing |\n| 3 | Analyze — route each task to the plan-sourced path or the scout fan-out |\n| 4 | Build the collision graph, triage matrix and worktree grouping → scheduling waves |\n| 5 | **[GATE]** one battle plan, one approval |\n| 6 | Provision worktrees; write the run ledger |\n| 7 | Dispatch waves — one agent per task at its assigned model tier and forge depth |\n| 8 | Relay — prove a blocker's changes are on the dependent's base, rebase, release |\n| 9 | Close-out — aggregate report, PR list, worktree cleanup reminders, self-evolution |\n\nForge's hard floors are inherited unchanged, and orchestrating many runs never relaxes them: every run's Step 12 `/goal` verification still has to pass before that run assembles a commit, and no dispatched run ever writes back to the *source* issue or ticket it was dispatched for — that stays with the user under every flag combination, `afk` included. That is narrower than \"never writes to a tracker\": Step 2 files *new* issues via `/to-tickets` for the plan and free-form routes, including under `automode`, exactly as forge's own Step 10 sanctions filing spin-off issues it did not author — see [references/entry-routes.md](references/entry-routes.md). Whether a dispatched run may also commit and open a PR for its own task is a separate question, resolved three ways: by default, the Step 5 \"yes, forge them\" approval *is* the Step 12 commit-and-PR selection forge requires, granted once for every task the approved plan named (see Step 7); under `automode` without `afk`, nobody made that selection, so every dispatched run stops at its own Step 12 plan-only output, exactly as a standalone `automode` forge run does, and nothing is pushed; `afk` is the single sanctioned exception, authorizing unattended commit-and-PR as well as the blocking-PR merge it already governs — it is labelled that way everywhere it appears, so the exception stays auditable instead of becoming a quiet contradiction. Terminal PRs and worktree cleanup stay with the user under every flag combination, `afk` included.\n\n\"The agent\" means whatever agent runs this skill, and \"one agent per task\" means whatever subagent or parallel-run mechanism the runtime exposes. Adapt every reference — config directory, agent guide, interview UI, host CLI — to your runtime, exactly as forge does. If the runtime cannot run work in parallel at all, say so and fall back to running the waves sequentially rather than pretending to fan out.\n\n## Runtime\n\nThis skill is Claude-Code-first, degrading elsewhere in the same way forge's `codex` and `coderabbit` flags do: each surface below is used where the host provides it, and the workflow still completes, one step slower, where it does not.\n\n| Surface | Used for | Why |\n|---|---|---|\n| Workflow tool | Step 3b scout fan-out | bounded parallel fan-out, schema-validated returns, keeps N proposals out of the orchestrator's context |\n| Agent tool | Step 7 implementation dispatch | per-agent model selection, and the human gates and multi-hour parks live in the main loop |\n| Ledger file | Steps 6–9 state | survives `/compact`, crash and resume |\n\nThis is the same runtime-parallelism degradation the Overview already states — \"If the runtime cannot run work in parallel at all, say so and fall back to running \\[...\\] sequentially rather than pretending to fan out.\" This section does not restate that rule independently; it is the same rule applied to the three Claude-Code surfaces above. Concretely here: on a non-Claude-Code runtime the skill degrades with a one-line warning to sequential forge runs in dependency order, one worktree per component, no `afk`, and inline analysis instead of a scout fan-out.\n\n## Parameters\n\nParse the invocation as `/blacksmith-orchestrate <work-source> [orchestrator-flags] [forge-flags]`. Flag words are orthogonal and can appear anywhere in the request, exactly as in forge. The `<work-source>` is one of five routes — one or more issue refs, a tracker container such as a milestone or epic or label, `plan <path>`, a quoted free-form goal, or `resume` — and routes may combine in a single invocation, so every task carries the route it arrived by. Read **[references/entry-routes.md](references/entry-routes.md)** for the route table, how the routes normalize into one task list, and how containers expand.\n\nFull flag matrix (effects, composition rules, conflicts): **[references/flags.md](references/flags.md)**.\n\n### Orchestrator flags\n\nThese are consumed by the orchestrator and are never passed through to a forge run. Each row's detail file owns that flag's behavior.\n\n| Flag | Effect | Detail |\n|---|---|---|\n| `afk` | After a 5-minute quiet timeout, self-verify and merge **blocking PRs only** — the single sanctioned exception to forge's never-auto-push floor | [references/afk.md](references/afk.md) |\n| `resume` | Resume a run from its ledger instead of starting a new one | [references/ledger.md](references/ledger.md) |\n| `budget <n>` | Token ceiling for the run, with a deterministic degradation ladder | [references/scheduling.md](references/scheduling.md) |\n| `strict` | No depth downgrade; every task runs full forge | [references/triage.md](references/triage.md) |\n| `stack` | Blocked tasks on a **soft** edge base off the blocker's branch and open stacked PRs; hard-edge blocks still park | [references/scheduling.md](references/scheduling.md) |\n| `rescout` | Force scout analysis even where dispatch-ready plans exist | [references/plan-sourced.md](references/plan-sourced.md) |\n| `max <n>` | Concurrent implementation agents; default `4` | [references/scheduling.md](references/scheduling.md) |\n| `dry` | Emit the battle plan and stop; dispatch nothing | [references/battle-plan.md](references/battle-plan.md) |\n| `unified` / `split` | Override worktree grouping: `unified` puts a coupled cluster in one worktree behind one PR, `split` gives every task its own | [references/scheduling.md](references/scheduling.md) |\n| `plan <path>` | Source tasks from a written implementation plan; each plan task becomes one orchestration task | [references/plan-sourced.md](references/plan-sourced.md) |\n\nEvery other flag forge understands passes through unchanged to every dispatched run: `automode`, `docs`, `tdd`, `lookup`, `secure`, `changelog`, `ci-watch`, `compress`, `implement`, `codex`, `codex challenge`, `codex impl`, `coderabbit`, and `code-review`. Two of forge's flags are overridden rather than passed through as written. `worktree` is always implied and orchestrator-managed, because Step 6 provisions, names and tracks every worktree itself and a run-level worktree decision cannot be delegated to the individual runs; passing it explicitly is accepted with a one-line note rather than treated as an error, since the user is asking for what already happens. `automode` lifts the Step 5 battle-plan gate exactly as it lifts forge's Step 6 gate, and still passes through to each dispatched run; it does not lift any hard floor named in the Overview.\n\n## When to Use\n\n- `/blacksmith-orchestrate <refs>` with two or more issue or ticket refs.\n- \"ship this milestone\", \"implement this plan\", \"fix these five issues\".\n- A written implementation plan whose tasks should all land in one sitting.\n- Any request to run several forge-shaped pieces of work together, where the ordering between them matters.\n- Work **too large even for one battle plan** — more than one agent session can hold — goes to **`/wayfinder`** first: it maps the destination as decision tickets on the tracker, and the resulting ticket set comes back into this skill through the ordinary refs or container route, blocking edges included.\n\n**Don't use** when:\n- A single issue, ticket or PR is in scope. Use `/forge <ref>`: with one task there is no collision graph, no wave to schedule and no topology to choose, so the wrapper adds a second gate and buys nothing.\n- No work source is given. Ask which issues, milestone or plan is meant rather than inferring a task list from the repo, for the reason in Step 1.\n\n## Step 1 — Parse the invocation and normalize the work source\n\nSplit the invocation into three parts: the work source, the orchestrator flags from the Parameters table, and every remaining flag, which is forge pass-through. A token that matches neither the orchestrator flag table nor forge's own flag list is **not** assumed to be a pass-through flag: stop, name the token back to the user, and suggest the near miss when there is an obvious one — `strct` almost certainly meant `strict`. Forge lives with the same open-world assumption and pays for it once; here an unrecognized token is forwarded to every dispatched run and silently dropped by each, so a user who typed `strct` gets depth triage applied across the whole batch and finds out at close-out, which is the one place the cost of a typo scales with the wave. Route the work source into one canonical task list in which each task records the route it came from, because Step 3 chooses its analysis path per task rather than per run; the five routes, their combination rules and deduplication are in **[references/entry-routes.md](references/entry-routes.md)**. If no work source resolves — a bare invocation, or flags with nothing to act on — stop and ask which issues, milestone or plan is meant; inferring a batch from the repo would dispatch work nobody asked for across several worktrees at once, which is far more expensive to undo than one question is to ask. If both `unified` and `split` are present, stop and report the conflict instead of applying a precedence, because the two ask for opposite PR topologies and silently honouring one would hide from the user which shape actually shipped.\n\n## Step 2 — Materialize refs\n\nEvery task needs a stable identifier before analysis, because the battle plan, the ledger, the worktree names and each dispatched forge run all address tasks by ref. Ref and container routes already have one; the plan and free-form routes do not, so file real issues for those tasks with **`/to-tickets`** and adopt the returned refs, or fall back to synthetic `T1..Tn` IDs when the user declines filing — a synthetic ID is local to this run and never reaches a tracker, so any later step that would write to a tracker for such a task skips that write and names the skip in the Step 9 report. The free-form route carries one exception: under `automode` its tasks are never filed, unless the user named the split themselves — for example by enumerating the tasks in","tagline":"Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several is","category":"automation","tags":["agent-skill"],"author":"radimsem","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"radimsem/forge-skills","creatorName":"radimsem","creatorUrl":"https://github.com/radimsem","sourceUrl":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/radimsem-blacksmith-orchestrate#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":15,"forks":0,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":31.83},"quality":{"score":59,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"15","tone":"neutral"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal","The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged."]},"trust":{"version":"trust-score-v5","score":56,"base_score":64,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. 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its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars","Stars/forks activity: 15 stars, 0 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"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":64,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":64,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":30,"weight":0.13,"status":"fail","detail":"15 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"15 stars, 0 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"Pushed today"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":44,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":24,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"fail","label":"GitHub adoption","detail":"15 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"15 stars, 0 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars","Stars/forks activity: 15 stars, 0 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"],"evidence":{"stars":"15 GitHub stars","repoActivity":"15 stars, 0 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate","install":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","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"},"installReadiness":{"ready":true,"command":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","Pushed today"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars","Stars/forks activity: 15 stars, 0 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"]},"outcome_stats":null,"safety":{"score":23,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","summary":"This skill should not be selected by an agent without explicit human security review.","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"auto_install_allowed":false,"human_review_required":true,"blocked":true,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","auto_install_policy":"block","auto_install_allowed":false,"blocked":true,"human_review_required":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":59,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Agent safety gate: This skill should not be selected by an agent without explicit human security review.","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Agent safety gate: This skill should not be selected by an agent without explicit human security review.","Permission surface: secrets or environment access, shell or command execution"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars","Stars/forks activity: 15 stars, 0 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate blacksmith-orchestrate before installing it in an agent workflow","automation","Local desktop workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add radimsem/forge-skills --skill blacksmith-orchestrate"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add radimsem/forge-skills --skill blacksmith-orchestrate"]},{"id":"trust_score","label":"Trust score","status":"warn","score":64,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","15 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":71,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":23,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"Pushed today","evidence":["Pushed today"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":24,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Browser automation: medium","Network access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/radimsem-blacksmith-orchestrate/evals","api":"/api/agent/evals?slug=radimsem-blacksmith-orchestrate","text":"/api/agent/evals?slug=radimsem-blacksmith-orchestrate&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"radimsem-blacksmith-orchestrate","name":"blacksmith-orchestrate","description":"Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go.","category":"automation","url":"https://www.openagentskill.com/skills/radimsem-blacksmith-orchestrate","repository":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate","github_repo":"radimsem/forge-skills"},"suited_tasks":["Local desktop workflows","Claude Code teams","builders willing to evaluate younger projects","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install radimsem-blacksmith-orchestrate"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"blacksmith-orchestrate\" agent skill from https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"radimsem-blacksmith-orchestrate\",\"task\":\"Install blacksmith-orchestrate\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"blacksmith-orchestrate\" as a Claude Code skill from https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"radimsem-blacksmith-orchestrate\",\"task\":\"Install blacksmith-orchestrate\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"blacksmith-orchestrate\" from https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"radimsem-blacksmith-orchestrate\",\"task\":\"Install blacksmith-orchestrate\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/radimsem-blacksmith-orchestrate/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/radimsem-blacksmith-orchestrate"},"trust":{"score":64,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"15 GitHub stars","repoActivity":"15 stars, 0 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate","install":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","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":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars","Stars/forks activity: 15 stars, 0 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":71,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars","Stars/forks activity: 15 stars, 0 forks; issue activity unavailable in current metadata"]},"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":59,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing"],"agent_contract":{"task_input":"Use blacksmith-orchestrate 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: 64/100 Manual review","Audit: 71/100 Needs review","Safety: 23/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"radimsem-blacksmith-orchestrate (blacksmith-orchestrate)","install_command":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","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":"radimsem-blacksmith-orchestrate","task":"Use blacksmith-orchestrate 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/radimsem-blacksmith-orchestrate","api":"https://www.openagentskill.com/api/agent/skills/radimsem-blacksmith-orchestrate","audit":"https://www.openagentskill.com/skills/radimsem-blacksmith-orchestrate/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=radimsem-blacksmith-orchestrate&task=Use%20blacksmith-orchestrate%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20blacksmith-orchestrate%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20blacksmith-orchestrate%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/radimsem-blacksmith-orchestrate/install","manifest":"https://www.openagentskill.com/api/registry/manifest/radimsem-blacksmith-orchestrate"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"radimsem-blacksmith-orchestrate","name":"blacksmith-orchestrate","description":"Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go.","category":"automation","url":"https://www.openagentskill.com/skills/radimsem-blacksmith-orchestrate","repository":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate","github_repo":"radimsem/forge-skills"},"suited_tasks":["Local desktop workflows","Claude Code teams","builders willing to evaluate younger projects","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install radimsem-blacksmith-orchestrate"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"blacksmith-orchestrate\" agent skill from https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"radimsem-blacksmith-orchestrate\",\"task\":\"Install blacksmith-orchestrate\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"blacksmith-orchestrate\" as a Claude Code skill from https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"radimsem-blacksmith-orchestrate\",\"task\":\"Install blacksmith-orchestrate\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"blacksmith-orchestrate\" from https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"radimsem-blacksmith-orchestrate\",\"task\":\"Install blacksmith-orchestrate\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/radimsem-blacksmith-orchestrate/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/radimsem-blacksmith-orchestrate"},"trust":{"score":64,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"15 GitHub stars","repoActivity":"15 stars, 0 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate","install":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","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":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars","Stars/forks activity: 15 stars, 0 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":71,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars","Stars/forks activity: 15 stars, 0 forks; issue activity unavailable in current metadata"]},"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":59,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing"],"agent_contract":{"task_input":"Use blacksmith-orchestrate 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: 64/100 Manual review","Audit: 71/100 Needs review","Safety: 23/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"radimsem-blacksmith-orchestrate (blacksmith-orchestrate)","install_command":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","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":"radimsem-blacksmith-orchestrate","task":"Use blacksmith-orchestrate 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/radimsem-blacksmith-orchestrate","api":"https://www.openagentskill.com/api/agent/skills/radimsem-blacksmith-orchestrate","audit":"https://www.openagentskill.com/skills/radimsem-blacksmith-orchestrate/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=radimsem-blacksmith-orchestrate&task=Use%20blacksmith-orchestrate%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20blacksmith-orchestrate%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20blacksmith-orchestrate%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/radimsem-blacksmith-orchestrate/install","manifest":"https://www.openagentskill.com/api/registry/manifest/radimsem-blacksmith-orchestrate"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"GitHub automation","description":"I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.","useCases":[{"slug":"local-desktop","title":"Local desktop"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"github-automation","title":"GitHub automation"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":15,"starsLabel":"15","forks":0,"license":"MIT","qualityScore":59,"trustScore":64,"auditScore":71},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-24T11:16:45+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review"]},"coverageTags":["Coding","GitHub automation","automation","agent-skill"]},"audit":{"audit_score":71,"risk_level":"needs_review","risk_label":"Needs review","quality_score":59,"trust_score":64,"maintenance_score":100,"security_score":69,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill depends heavily on the `forge` workflow and Claude Code runtime; its behavior outside that environment is less clear, though the degradation path is acknowledged.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 15 GitHub stars","Stars/forks activity: 15 stars, 0 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"]},"quality_signals":{"model":"v2","star_score":8.43,"usage_score":0,"review_score":5.4,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","OpenAI Agents"],"use_cases":[{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"}],"stacks":[{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"}],"install":"npx skills add radimsem/forge-skills --skill blacksmith-orchestrate","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install radimsem-blacksmith-orchestrate","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"blacksmith-orchestrate\" agent skill from https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"radimsem-blacksmith-orchestrate\",\"task\":\"Install blacksmith-orchestrate\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"blacksmith-orchestrate\" as a Claude Code skill from https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"radimsem-blacksmith-orchestrate\",\"task\":\"Install blacksmith-orchestrate\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"blacksmith-orchestrate\" from https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Orchestrate many forge runs at once: analyze which tasks collide on the same files, schedule the colliding ones sequentially, and run the rest in parallel worktrees at the right model tier and review depth. Use when the user runs /blacksmith-orchestrate or asks to ship several issues, a milestone, or a written implementation plan in one go. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"radimsem-blacksmith-orchestrate\",\"task\":\"Install blacksmith-orchestrate\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate","github_repo":"radimsem/forge-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/radimsem-blacksmith-orchestrate","repository":"https://github.com/radimsem/forge-skills/tree/main/skills/blacksmith-orchestrate","api":"/api/agent/skills/radimsem-blacksmith-orchestrate","install_api":"/api/skills/radimsem-blacksmith-orchestrate/install"},"meta":{"created_at":"2026-08-24T11:36:28.360735+00:00","updated_at":"2026-08-24T11:36:28.360735+00:00","agent_friendly":true}}