Doctor report: request

[conikeec]

Public GitHub skill URL

https://github.com/CrowdStrike/foundry-skills

Notes

Submitted from the public SkillSpec Doctor page.

[github-actions]

SkillSpec Doctor shape gate

Target: github.com/CrowdStrike/foundry-skills

Shape: plugin_workspace

• Skill files: 10
• Plugin roots: 1
• Decision: Run full plugin workspace assessment for 10 skill package(s) across 1 plugin namespace(s). Preserve namespace and path identity.

Shape-specific handling

This is a plugin-shaped workspace. The report must keep plugin namespace, folder path, repeated names, and repeated content as separate evidence instead of flattening them.

Next

A full Doctor report follows this shape gate in the workflow artifacts and issue comment.

---

SkillSpec Doctor report

Target: github.com/CrowdStrike/foundry-skills

Shape: plugin_workspace - plugin-shaped workspace with 1 plugin namespace(s); preserve namespaces before import

Status: workspace

What This Measures

Doctor estimates how likely an agent is to miss, reorder, improvise, use the wrong surface, or finish without proof because of the current skill shape.

Assessment scope: plugin workspace plus full per-package raw skill profiles; plugin namespace and skill path remain part of identity

Risk interpretation: Plugin workspace risk is the maximum of plugin-shape risk and per-package raw skill risk. Preserve plugin namespace/path identity and inspect package drift rows before import, compile, or install.

This is a baseline of the current skill shape at doctor time. It is not a grade of domain knowledge, human usefulness, author effort, or legal/medical correctness.

Higher risk means a higher chance the agent skips, reorders, or improvises load-bearing instructions.

Current Skill Baseline

• Verdict: workspace risk: critical
• Follow-through readiness: very low
• Agent follow-through risk: critical (100/100, workspace aggregate)
• Package risk rollup: max critical (100/100) at skills/api-integrations/SKILL.md; critical=10, high=0, medium=0, low=0

Shape Contract

• Kind: plugin_workspace
• Kind handling: plugin-shaped workspace; preserve plugin parent, namespace, shared files, and skills/ folder shape
• Analysis status: workspace
• Skill files: 10
• Packages: 10
• Namespaces: 1
• Plugin roots: 1

Plugin Root Details

• crowdstrike-falcon-foundry at `` with 10 skill file(s)

Next command

skillspec workspace map github.com/CrowdStrike/foundry-skills --out <build-dir>/skillspec.workspace.yml

Surface

• Activation body: 3097 line(s), 0 byte(s), approximately 38016 token(s)
• Deferred resources: 10 file(s), 0 byte(s)
• Frontmatter: 0 line(s), 0 byte(s)
• Activation-loaded surface: 0%
• Unmapped package files: 0
• Instruction signals: 0 modal obligation(s), 0 late obligation(s), 0 numbered step(s), 0 dependency mention(s)
• Code in active skill: 0 block(s), 0 unlabeled

Shape Details

Plugin Roots

• crowdstrike-falcon-foundry at `` with 10 skill file(s)

Negative Signals

• plugin markers require namespace-preserving workspace processing

Workspace Identity

• Source files: 97 total
• Namespaced packages: 10 package(s) across 1 namespace(s)
• Skill content: 10 SKILL.md file(s), 10 unique byte content item(s), 0 repeated occurrence(s) in 0 referentiable group(s)
• Estimated source tokens: approximately 39677 total if copied byte-for-byte, 39677 unique if referenced, 0 repeated
• Frontmatter names: 0 repeated name group(s), 0 repeated occurrence(s)

Recommendation: Keep namespace/path as package identity and make repeated byte-identical SKILL.md content referentiable through source_content_ref aliases instead of copying the same bytes as independent source material.

Packages

crowdstrike-falcon-foundry:skills/api-integrations

• Path: skills/api-integrations/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

crowdstrike-falcon-foundry:skills/collections-development

• Path: skills/collections-development/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

crowdstrike-falcon-foundry:skills/debugging-workflows

• Path: skills/debugging-workflows/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

crowdstrike-falcon-foundry:skills/development-workflow

• Path: skills/development-workflow/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

crowdstrike-falcon-foundry:skills/e2e-testing

• Path: skills/e2e-testing/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

crowdstrike-falcon-foundry:skills/functions-development

• Path: skills/functions-development/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

crowdstrike-falcon-foundry:skills/functions-falcon-api

• Path: skills/functions-falcon-api/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

crowdstrike-falcon-foundry:skills/security-patterns

• Path: skills/security-patterns/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

crowdstrike-falcon-foundry:skills/ui-development

• Path: skills/ui-development/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

crowdstrike-falcon-foundry:skills/workflows-development

• Path: skills/workflows-development/SKILL.md
• Role: plugin_skill
• Drift risk: critical
• Discovery risk: low

Findings

1. MEDIUM: Plugin-shaped workspace requires namespace preservation

Location: github.com/CrowdStrike/foundry-skills

Evidence: Detected 1 plugin root(s) and 10 SKILL.md package(s).

Basis: contract_trace_static_well_formedness

Fix: Run skillspec workspace map; do not flatten skill names across plugin namespaces.

Next Actions

Recommended next action

skillspec workspace map github.com/CrowdStrike/foundry-skills --out <build-dir>/skillspec.workspace.yml

• Map the workspace before import: skillspec workspace map github.com/CrowdStrike/foundry-skills --out <build-dir>/skillspec.workspace.yml.
• From the harness, ask /skillspec map this repo and import the packages safely when you want the agent to preserve package shape, plugin namespaces, and dependencies.
• After fanout import, read the converge/alignment reports: decision replay should pass, required package steps should be proven, and missing proof should be explicit.
• Optionally publish the doctor baseline, generated skill.spec.yml files, and alignment reports with the source repo so reviewers can see what changed.
• Restart the harness after install, then use the SkillSpec-backed skills normally rather than invoking internal CLI steps by hand.
• Do not flatten the repo into one skill; process each discovered SKILL.md as an atomic package and converge dependencies before install.

Research Basis

17 cited basis item(s) are attached to this report.

• reliability_gap_instruction_density - Large, dense activation bodies increase dropped-step risk and later instructions suffer primacy bias. (SkillSpec Skills Reliability Gap)
• reliability_gap_metadata_context_pressure - Skill frontmatter metadata and activated bodies consume context; broad surfaces degrade routing and adherence. (SkillSpec Skills Reliability Gap)
• reliability_gap_implicit_environment_contract - Scripts and snippets carry dependency contracts whether or not the skill declares them. (SkillSpec Skills Reliability Gap)
• reliability_gap_no_execution_guarantees - Prose instructions and embedded snippets are guidance unless moved into checkable or enforced surfaces. (SkillSpec Skills Reliability Gap)
• reliability_gap_unfilled_requirement - Reliable skills need a portable, machine-checkable account of intended behavior, dependencies, and proof. (SkillSpec Skills Reliability Gap)
• contract_trace_activation_adherence_enforcement - Activation, adherence, and enforcement are separate gates; static prose mostly influences adherence, not enforcement. (SkillSpec Contract Trace Methodology)
• 11 more basis item(s) omitted. Use --json for the full basis registry.

Use --html for a shareable review page or --json for machine evidence.

Full artifacts: https://github.com/modiqo/skillspec/actions/runs/28606089805/artifacts/8045452107

The artifact contains:

• doctor-report.txt
• doctor-report.md
• doctor-report.html
• doctor-report.json
• shape-gate.md
• shape-gate.json
• source-stage.json
• target.txt