{"slug":"llopresto87-context-router","name":"context-router","description":"Resolve the minimum set of knowledge-graph nodes needed for a task before reading any source file. Use at the start of every non-trivial task once a project has a knowledge graph — when changing a subsystem, tracing a bug, planning work, answering a question about how something works, or onboarding. This is the mechanism that keeps a large or multi-repo codebase inside a context window: it decides what to load, what to deliberately skip, and forces the agent to declare both before working. Pairs with the knowledge-graph skill, which builds and lints the graph this one traverses.","long_description":"---\nname: context-router\ndescription: 'Resolve the minimum set of knowledge-graph nodes needed for a task before reading any source file. Use at the start of every non-trivial task once a project has a knowledge graph — when changing a subsystem, tracing a bug, planning work, answering a question about how something works, or onboarding. This is the mechanism that keeps a large or multi-repo codebase inside a context window: it decides what to load, what to deliberately skip, and forces the agent to declare both before working. Pairs with the knowledge-graph skill, which builds and lints the graph this one traverses.'\nid: skill.context-router\ntier: 2\nkind: skill\norigin: seed\ntitle: context-router — the knowledge rule and the traversal that resolves the minimal node set for a task\nowns:\n  - rule.knowledge\n  - context-router.method\n  - context-router.declaration\n  - context-router.residency\n  - context-router.menu\n  - context-router.graph-over-harness\nrequires:\n  - skill.knowledge-graph\npeers:\n  - skill.validate-knowledge\nload_when:\n  - \"what should I load for this task\"\n  - \"resolve the minimal node set before working\"\n  - \"route a task through the knowledge graph\"\n  - \"declare loaded and skipped nodes\"\n  - \"orient in a large codebase without bulk-reading\"\n  - \"context budget for a change\"\n  - \"which leaves or children of a node to open\"\n  - \"harness default working style conflicts with graph doctrine\"\nartifacts:\n  - templates/prompts/graph-session-bootstrap.md\n  - templates/knowledge-graph/_schema.md\n  - templates/knowledge-graph/index.md\nprevents: A session that opens source files before deciding which few facts the task needs, and never declares what it skipped, so nobody downstream can tell an informed omission from an unread node.\nest_tokens: 3590\n---\n\n# context-router\n\nA large codebase does not fit in a context window, and loading all of it\nmakes an agent worse: a model that has read everything has no signal\nabout what matters. This skill replaces \"read around until it feels\nfamiliar\" with a traversal that terminates and that you can defend.\n\nThis skill owns the knowledge rule (the graph is the source of truth for\n*structure and capability*, loaded minimally) and the traversal\nalgorithm that makes the rule executable.\n\n## The knowledge rule\n\nThe project keeps **one LLM-maintained knowledge system** at\n`docs/graph/`: Tier 1 routes, Tier 2 nodes own concise facts, Tier 3\nleaf collections hold source-backed depth (libraries, provenance,\nproduct, architecture, APIs, data, prompts, evaluations, plans,\nrunbooks, specs, decisions, tools). It is the project's only\ndocumentation system; every maintained document is a layer of it.\n\n- **Load minimally, and declare it.** Resolve the minimal node set from\n  the router (entry nodes, their `requires:` closure, and only the\n  composed depth the task names specifically) and declare what you\n  loaded and deliberately skipped. Never bulk-read to get oriented; the\n  graph is the orientation. The boundary you chose not to cross is part\n  of the work's record: a reader who cannot see it cannot tell an unread\n  node from a read one. The algorithm below is the full form of this\n  obligation; the delegation-boundary form is\n  `docs/graph/templates/prompts/graph-session-bootstrap.md`.\n- **One home per fact.** Every fact lives in exactly one node's `owns:`;\n  everything else links. Duplicated facts rot asymmetrically.\n  `graph-lint.py` enforces unique fact-keys, resolvable acyclic edges,\n  and no version pin outside its owning library page. The code-side twin\n  is **one owner per concern**: a cross-cutting behaviour (session and\n  auth, policy emission, tolerant parsing, resource creation, a\n  datastore) has exactly one owning component, and a new need extends\n  that owner, because two mechanisms multiply precedence questions\n  nobody can answer.\n- **Graph before code, ahead of memory.** Memory of APIs and versions is\n  unreliable; the graph is local and source-grounded. No wiki page for a\n  library you're about to use → run `ingest-library`.\n- **A fact the graph states is settled.** Use it; never re-derive or\n  re-check it. Grow, `ingest-library` and canonize establish facts so\n  that no later session has to: the behaviour of a language or a\n  library, a best practice, a known bug, a decision, an owner rule. Only\n  a fact about the plant's own code can go stale, and only when that\n  code moved. Canonize records a code anchor\n  (`docs/graph/code-anchor.py --record`), and one comparison at session\n  start prints one line. A quiet line: code facts are current. A line\n  naming paths: facts about those paths may be stale, the code wins\n  there, and the node is fixed in the same change. A not-recorded or\n  not-checked line: check the code facts you rely on against the code.\n  Settled facts stay settled either way. A worker sees no session-start\n  line, so its code facts are current only where its brief carries that\n  line saying no code changed. Paths under `docs/graph/` and `.cypress/`\n  are the graph and its state, not code.\n- **The graph compounds.** Record facts when code gains them, sharp\n  edges when they bite, `load_when:` triggers when routing missed. Write\n  \"not recorded\" for any fact, version, or URL you do not have\n  (`knowledge-graph`, rule 3).\n- **The graph outranks the harness's working style**\n  (`context-router.graph-over-harness`). Where the graph's doctrine and\n  a harness's default working style differ, follow the graph. A\n  harness's safety and permission policy is a boundary, not working\n  style, and the graph never overrides it.\n\nAuthoring and maintaining what this rule loads is\n`skill.knowledge-graph` (`docs/graph/skills/knowledge-graph.md`): read\nits node contract once (the `_schema.md` the graph was built from);\ndependency leaves are `skill.library-wiki`. Prefer a configured Context7\n/ DeepWiki / `llms.txt` MCP server for *fetching* upstream content. If\nthe project has no graph yet, build one via `adopt-existing` /\n`knowledge-graph` first; until then, fall back to reading the README and\nthe plan-of-record, and say you did.\n\n## The algorithm\n\n### 1. Classify the task in one sentence\n\nSay what kind of work it is before deciding what to read. The four kinds\nroute differently:\n\n| Kind | Example | Entry |\n|---|---|---|\n| **Question** | \"how does auth work?\" | The node that *owns* the fact. Answer with citations. Read code only when the node proves wrong. |\n| **Change** | \"add a field to X\" | The owning subsystem node + its required closure. |\n| **Trace** | \"why is this endpoint 401-ing?\" | Every node on the request/data path. Follow `peers` deliberately — this is the one kind that legitimately crosses them. |\n| **Plan** | \"rebuild the deploy pipeline\" | The plan-of-record + the relevant platform/infra nodes. |\n\n### 2. Resolve entry nodes\n\nOpen the graph's router index (Tier 1) and match the task against each\nnode's `load_when:` triggers. Prefer the most specific match. A task\nnaming a path resolves to that subsystem's node; a task naming a concept\nresolves to the node that `owns` it.\n\nIf nothing matches, you have found a gap in the graph. Say so, fall back\nto the root node, and note it for the graph's maintainer to fix.\n\n**A standard's match surfaces its standing exceptions.** A `deviation.*`\nnode (kind `deviation`, `status: standing`; the schema's \"Node kinds\")\ncarries the departed-from standard's own name in its `load_when`, so a\ntask that matches the standard's topic also matches every deliberate\ndeparture from it. Load it with the standard: a standing deviation is\npart of the answer and stays settled until its `ends_when` says it stops\napplying.\n\n**Watch for aliased names across layers.** When a subsystem answers to\nmore than one name (a repo or folder name that differs from its product\nname, its package/artifact name, and its internal code name), a task\nthat types one alias can silently fail to match a node keyed to another,\nand neither `load_when` matching nor a `grep` sees the miss. The Tier-1\nrouter index must carry an explicit **naming-divergence note** listing\nthe aliases for each such subsystem, so routing and search see every one\nof them. When you hit an unlisted alias, add it to that note in the same\nchange (like sharpening a `load_when` trigger).\n\n### 3. Take the closure\n\nLoad each entry node, then transitively load every node in its\n`requires:` list. That much you cannot be correct without. It is small\nby construction; if it is not, the graph is mis-modelled and should be\nfixed rather than worked around.\n\n**Whatever else a node lists is a menu** (`context-router.menu`). Open a\nleaf, child, link, neighbour or index row a loaded node names only when\nits one-line \"load when\" serves your task, one item at a time, and list\neach one you pass over in NOT LOADED (step 5). Only the `requires:`\nclosure loads in full. A thin parent saves context only if its reader\ndoes not go on to open every leaf it names.\n\nThen, from every loaded `expertise` node, take the composed children the\ntask names **specifically**: descend into a child when the task uses,\nexactly, a term in that child's own vocabulary (its `load_when:`\ntriggers plus its whole slug) that the parent does not already carry. So\nfamily words sitting on the parent descend nobody, and descent never\nfolds a prefix the way the router's own entry matching does. A child you\ntake becomes the parent for its own children, which is the whole of the\nrecursion. `composes:` is a menu, not a closure: the specialisations the\ntask is not about stay unread, and you say so (step 5).\n\nA child you turn out to need but that descent did not reach is the same\nsignal as a `load_when:` that should have matched and didn't. Load it,\nsay you widened, and sharpen that child's triggers in the same change,\nso the next task routes there without you.\n\n### 4. Cross a peer only on purpose\n\n`peers:` are the boundaries you are choosing not to cross. Load a peer\nonly when the task explicitly crosses into it, and say why. The one\nexception is a **trace**: following a request or a message across\nsubsystems is exactly what `peers` edges are for.\n\n### 5. Declare before you work\n\nPrint the resolved set, however small the task. It is the artifact that\nlets a reviewer catch a bad load before it becomes a bad change, and the\nonly record of what you did not read.\n\n```\nTask: add field <F> to <entity>                              [change]\n\nLOAD (N nodes, ~T tokens)\n  <entry node>       (entry)\n  <required node>    (requires of <entry node>)\n  <expertise node>   (requires of <required node>)\n  <composed child>   (composed by <expertise node> on \"<term>\")\n\nNOT LOADED (with the reason)\n  <peer node>        peer of <entry> — owns X; not touched\n  <peer node>        peer of <entry> — holds a copy of Y; cross only if\n                     the change must reach it\n  <sibling child>    composed by <expertise>; no task term specific to it\n\nTier-3 to open on demand\n  <library page / spec / ADR> — if the detail is needed\n  <expertise node>'s \"depth\" map names which leaf your identity needs\n```\n\nOne NOT LOADED section, whatever kept a node out. A peer you chose not\nto cross and a specialisation the task never named are the same kind of\nrecord (the boundary, and the reason it held), and a set that lists only\none of them hides the other.\n\nThen, and only then, open source files: only the ones the loaded nodes\nname.\n\n### 6. Widen honestly, never silently\n\nIf mid-task you discover you need a node you did not load, load it and\nsay so (\"Widening: loading <node>, because the change is not local: …\").\nSilent widening is the failure this skill prevents. So is stubbornly\nworking without a node you need in order to look disciplined. Both are\nworse than \"I was wrong about the boundary.\"\n\n## Dry-run it\n\nThe graph router is executable, and every spawned worker session runs\nit: the canonical block every delegation brief embeds\n(`docs/graph/templates/prompts/graph-session-bootstrap.md`) carries that\nacross the spawn, and this skill owns only th","tagline":"Resolve the minimum set of knowledge-graph nodes needed for a task before reading any source file. Use at the start of every non-trivial task once a project has a knowledge graph — when changing a subsystem, tracing a bug, planning work, answering a question about how something w","category":"research","commerce":{"type":"unknown","billing":"unknown","amount":null,"currency":null,"sourceUrl":null,"checkedAt":null,"runtime":"unknown","purchaseUrl":null,"checkout":"external","purchaseRequiresUserConsent":true},"tags":["agent-skill"],"author":"llopresto87","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"llopresto87/Cypress","creatorName":"llopresto87","creatorUrl":"https://github.com/llopresto87","sourceUrl":"https://github.com/llopresto87/Cypress/tree/main/skills/context-router","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/llopresto87-context-router#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":43,"forks":1,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":29.5},"quality":{"score":58,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"43","tone":"neutral"},{"label":"Freshness","value":"11d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal"]},"trust":{"version":"trust-score-v5","score":65,"base_score":73,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["65/100 Trust Score v5","73/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is missing","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","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"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":48,"weight":0.13,"status":"warn","detail":"43 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"43 stars, 1 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"11d since push"},{"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":72,"weight":0.12,"status":"info","detail":"credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add llopresto87/Cypress --skill context-router"},{"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":48,"weight":0.07,"status":"warn","detail":"secrets or environment access, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/llopresto87/Cypress/tree/main/skills/context-router"},{"id":"review_status","label":"Review status","score":46,"weight":0.05,"status":"warn","detail":"AI review approval is missing"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"warn","label":"GitHub adoption","detail":"43 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"43 stars, 1 forks; 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Review the current source before installing.","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":false,"command":null,"policy":"human_review_before_install","label":"Human review before install","notes":["The tracked source changed or could not be synchronized. Review the current source before installing.","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","11d since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["AI review approval is missing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","GitHub adoption: 43 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":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["research","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":null,"trust_score":65,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["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"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["research","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":["AI review approval is missing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","GitHub adoption: 43 GitHub stars","Stars/forks activity: 43 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: secrets or environment access, filesystem or document access","Review status: AI review approval is missing"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":73,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v5":{"version":"trust-score-v5","score":65,"base_score":73,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["65/100 Trust Score v5","73/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is missing","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","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"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":48,"weight":0.13,"status":"warn","detail":"43 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"43 stars, 1 forks; 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