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Skill

/map-dependencies

Construct a dependency graph and identify cycles, critical paths, and parallelizable branches.

From plugin
de-anthropocentric-research-engine
507200 skills

Claude Code

$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill map-dependencies --agent claude-code

SKILL.md

map-dependencies.SKILL.md
name: map-dependencies
description: "Construct a dependency graph and identify cycles, critical paths, and parallelizable branches."

map-dependencies

Purpose

Construct a dependency graph and identify cycles, critical paths, and parallelizable branches.

Input contract

required: [items, dependency_evidence, relation_schema]
optional: [criticality_rule, execution_context, candidate_order]
constraints: [the graph contains at least 2 items when the source protocol applies; dependency direction and strength are explicit]

Procedure

1. Normalize item identifiers and proposed dependency relations. 2. Classify each edge as strong or weak with evidence. 3. Detect cycles, compute critical paths, and identify independent branches. 4. Return the dependency graph and unresolved relation questions.

If dependency types and blocking relations are explicit, consider `sequence-work` as the next tactic.

Output contract

produces: [dependency_graph, cycle_register, critical_paths, independent_branches]
delta_fields: [findings, evidence_updates, uncertainties, open_questions]

Quality gates

  • At least 2 subproblems are represented where the source protocol applies.
  • Every edge has direction, strength, and evidence; cycles are reported rather than silently linearized.
  • Parallel branches are descriptive graph properties, not execution instructions.

Parameterization

The caller must provide item/subproblem schema, edge vocabulary, strength scale, evidence links, critical-path rule, and the scope in which parallel independence is assessed.

Failure and counterexamples

Reject self-justifying edges, cycles hidden by reordering, or "parallel" labels where shared prerequisites remain.

Provenance map

  • resolved: hypothesis-formation/dependency-mapping
  • resolved: creative-ideation/dependency-identification

Preserved source criteria ledger

| source | physical line | kind | source criterion | |---|---:|---|---| | hypothesis-formation/dependency-mapping | 12 | numeric | Requires >=2 subproblems; labels strong/weak dependencies, detects cycles, identifies critical path and parallel opportunities. |

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@yogsoth-ai
Ships withde-anthropocentric-research-engine

A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.

Stars on GitHub

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stars in total
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Star history of yogsoth-ai/de-anthropocentric-research-engine on GitHub, a chart by star-history.com

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Questions about map-dependencies.

Which coding agents can use map-dependencies?
map-dependencies installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.