CtrlK
BlogDocsLog inGet started
Tessl Logo
SkillPublic

scaled-agile-for-agentic-sdlc

Adapt your scaled agile ways of working for an agentic SDLC, deciding which coordination mechanisms still earn their keep once agents write much of the code. Inventories the events, boards, roles and gates you run, tests each against the problem it was bought to solve, decides whether human judgment belongs in the flow or on a cadence, and produces one experiment with a leading indicator. Use when adopting agentic engineering, spec-driven development or an AI SDLC raises the question of whether SAFe, LeSS, Nexus or your own scaling apparatus is still needed. Scoped to what an agentic SDLC changes about the cost of coordination — for a scaling framework's own compromises that hardened over time use descaling-experiment-coach, and for the WIP numbers themselves use wip-limit-configuration-coach. If the question is broad — AI pilots with no clear return, or "where do we start" — run ai-activity-to-impact first; it finds the constraint and routes here.

Quality

87%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide
SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

81%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-crafted instruction-only skill: a clearly sequenced five-phase coaching workflow with explicit checkpoints, concrete tests and pushback examples, and honest self-containment with one clearly signaled optional reference. The only soft spots are minor rhetorical padding and a couple of judgment-level directions that could name concrete signals.

Suggestions

Trim the rhetorical framing in the opening (e.g., the planet-with-different-gravity analogy) to cut tokens without losing the core frame that coordination overhead was purchased, not inherited.

In Phase 3, 'Help them price both, honestly' would be more actionable with concrete pricing signals — e.g., the stated calendar test as an explicit question to ask, and what to look for in the cumulative flow diagram to detect a batching problem.

Consider moving the Source section (article attribution and Reinertsen reference) into a short reference file so the always-loaded body stays purely operational, especially if the skill grows.

DimensionReasoningScore

Conciseness

The body is dense and specific throughout — concrete questions, tests, and failure modes rather than explanations of concepts Claude already knows — but carries minor rhetorical framing that could be trimmed ("It is like moving to a planet with different gravity: there is still gravity, it is just different, so the way you walk has to change"), fitting the 4 anchor (efficient, minor instances that could be tightened) rather than the every-token-earns-its-place 5.

4 / 5

Actionability

For an instruction-only skill the guidance is highly concrete: exact pushback examples ("'PI Planning aligns the train' is not a problem"), a runnable autonomy test ("can it take a change from idea to production, in front of real customers, without waiting on anyone outside it"), and a fully specified Phase 5 output list. A few directions remain at the judgment level ("Help them price both, honestly" names the trade-off but gives no concrete pricing heuristic), keeping it at 4 rather than 5.

4 / 5

Workflow Clarity

Five clearly sequenced phases with explicit gating and error recovery: "Do not produce a recommendation until you know what they can actually influence", "If they cannot name the problem at all, that is a finding. Note it and move on rather than helping them invent one", and a closing failure-mode checklist plus retrospective question. This matches the 5 anchor (clear sequence, explicit checkpoints, feedback loops) adapted to a conversational skill; no destructive or batch operations, so no cap applies.

5 / 5

Progressive Disclosure

No bundle files exist and the skill is honestly self-contained ("Everything you need is in this skill"), with the single external pointer (the source article) clearly signaled and optional. Structure is clean with well-organized sections, but at ~130 lines of always-loaded prose it sits above the size where pure inline organization alone earns a 5, and the Source/attribution section is candidate material for a reference file — fitting the 4 anchor (good structure, appropriately placed, minor organization gaps).

4 / 5

Total

17

/

20

Passed

Description

87%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A highly effective description: concrete actions, an explicit Use-when trigger clause, and explicit de-confliction routing to sibling skills. The only deductions are the second-person voice (a rubric-specified 1-point penalty on specificity) and a few missing natural trigger synonyms.

DimensionReasoningScore

Specificity

The description lists multiple concrete, comprehensive actions — "Inventories the events, boards, roles and gates you run", "tests each against the problem it was bought to solve", "decides whether human judgment belongs in the flow or on a cadence", "produces one experiment with a leading indicator" — matching the 5 anchor, but the second-person imperative framing ("Adapt your scaled agile ways of working...", "the events... you run") incurs the rubric's one-point voice penalty, landing it at 4 rather than 5.

4 / 5

Completeness

It explicitly answers both what (invent, test, decide, produce an experiment) and when, with a literal "Use when adopting agentic engineering, spec-driven development or an AI SDLC raises the question of whether SAFe, LeSS, Nexus or your own scaling apparatus is still needed" — clear what AND when with concrete trigger phrases, matching the 5 anchor exactly.

5 / 5

Trigger Term Quality

Strong natural trigger phrases a leader would actually say — "scaled agile", "agentic SDLC", "SAFe, LeSS, Nexus", "spec-driven development", "AI SDLC" — but a few common variations are missing ("agile transformation", "scaling framework", "agile at scale"), which fits the 4 anchor (good coverage, a few natural terms missing) rather than comprehensive 5.

4 / 5

Distinctiveness Conflict Risk

Clear niche (coordination-cost changes under an agentic SDLC) with explicit boundary routing to sibling skills — "for a scaling framework's own compromises... use descaling-experiment-coach", "for the WIP numbers themselves use wip-limit-configuration-coach", "run ai-activity-to-impact first" — minimal conflict risk, matching the 5 anchor's clear niche with distinct triggers.

5 / 5

Total

18

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

yyeret/ai-impact

Path

skills/scaled-agile-for-agentic-sdlc/SKILL.md

Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.