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context-mode-ops

Manage context-mode GitHub issues, PRs, releases, and marketing with parallel subagent army. Orchestrates 10-20 dynamic agents per task. Use when triaging issues, reviewing PRs, releasing versions, writing LinkedIn posts, announcing releases, fixing bugs, merging contributions, validating ENV vars, testing adapters, or syncing branches.

56

Quality

63%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./.claude/skills/context-mode-ops/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

35%

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

This skill suffers severely from redundancy and verbosity — the same 12 principles are stated three times (raw directive, decoded principles, MUST rules), consuming enormous token budget without adding new information each time. The actionable operational content (workflow detection table, gh commands, validation checklist, agent spawning protocol) is solid but buried under layers of philosophical preamble. The skill would benefit enormously from collapsing the triple-stated principles into a single concise MUST list and moving the owner's raw directive to a separate reference file.

Suggestions

Collapse the three redundant sections (raw owner directive, decoded principles, MUST rules) into a single concise MUST rules list — the current triple-statement wastes ~2000 tokens repeating the same points.

Move the raw owner directive monologue to a separate file (e.g., owner-directive.md) and reference it, keeping only the operational MUST rules inline in SKILL.md.

Add concrete inline examples for at least one complete workflow (e.g., 'triage issue #42') showing the exact sequence of agent spawns, tool calls, and validation steps rather than deferring everything to external files.

Remove narrative backstory and motivation paragraphs (e.g., 'Over the lifetime of context-mode we have shipped at least three high-impact regressions...') — Claude doesn't need the historical context to follow the operational rules.

DimensionReasoningScore

Conciseness

Extremely verbose — the preamble alone is ~2500 words of raw owner monologue followed by a near-complete restatement as 'decoded principles' and then ANOTHER restatement as 'MUST rules'. The same anti-hallucination, TDD, parallel-agent, and platform-equality points are repeated 3-4 times each. Much of the content explains motivations and backstory ('the owner has been burned...') that Claude doesn't need. The refs/ table and auto-recovery protocol, while useful, are buried in narrative. Token budget is severely disrespected.

1 / 3

Actionability

There are some concrete, actionable elements — the gh CLI commands, the validation checklist, the workflow detection table, and the agent spawning protocol steps are useful. However, most of the skill is philosophical directives and principles rather than executable steps. The actual 'how to triage an issue' or 'how to do a release' is deferred entirely to referenced files (triage-issue.md, release.md, etc.) which are not provided. The git archaeology commands (git log --follow, git log -S) are concrete but appear only once amid walls of directive text.

2 / 3

Workflow Clarity

The high-level workflow (Analyze → Recruit → Dispatch → Ping-pong → Ship) is present and the workflow detection table is clear. The three blocking gates (Claim Verification, TDD-First, Grill-Me) provide validation checkpoints. However, the actual detailed workflows are all delegated to external files (triage-issue.md, review-pr.md, release.md) which aren't provided, so the skill itself doesn't contain complete step-by-step sequences with explicit validation/feedback loops for any concrete workflow.

2 / 3

Progressive Disclosure

The skill does reference external files (agent-teams.md, validation.md, tdd.md, communication.md, marketing.md, triage-issue.md, review-pr.md, release.md) which is good progressive disclosure structure. However, the SKILL.md itself is a monolithic wall of text — the massive preamble, decoded principles, and MUST rules sections contain enormous amounts of inline content that is triply redundant. The overview-to-detail ratio is inverted: the 'overview' file is the longest document. No bundle files were provided to verify the references exist.

2 / 3

Total

7

/

12

Passed

Description

92%

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

This description is detailed and action-oriented, listing many concrete tasks and including an explicit 'Use when...' clause with abundant trigger terms. Its main weakness is the extremely broad scope, which covers so many domains (GitHub management, marketing, testing, branch syncing) that it risks conflicting with more specialized skills. The mention of 'context-mode' and 'parallel subagent army' adds some distinctiveness but may also be jargon unfamiliar to users.

Suggestions

Consider narrowing the scope or clarifying the unique orchestration aspect more clearly to reduce overlap risk with specialized GitHub, marketing, or release skills.

Replace or define 'context-mode' since it reads as internal jargon that users are unlikely to use as a trigger term.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: triaging issues, reviewing PRs, releasing versions, writing LinkedIn posts, announcing releases, fixing bugs, merging contributions, validating ENV vars, testing adapters, syncing branches. Also describes the mechanism (orchestrates 10-20 dynamic agents).

3 / 3

Completeness

Clearly answers both 'what' (manage GitHub issues, PRs, releases, marketing with parallel subagents) and 'when' with an explicit 'Use when...' clause listing specific trigger scenarios like triaging issues, reviewing PRs, releasing versions, etc.

3 / 3

Trigger Term Quality

Includes many natural keywords users would say: 'issues', 'PRs', 'releases', 'LinkedIn posts', 'triage', 'reviewing', 'merging', 'bugs', 'ENV vars', 'branches'. These cover a wide range of terms a user might naturally use when requesting these tasks.

3 / 3

Distinctiveness Conflict Risk

While the 'parallel subagent army' and 'context-mode' framing are distinctive, the scope is extremely broad—covering GitHub issues, PRs, releases, marketing, bug fixing, and branch syncing. This breadth means it could easily overlap with more focused skills for any of those individual domains (e.g., a dedicated PR review skill or a release management skill).

2 / 3

Total

11

/

12

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.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
mksglu/context-mode
Reviewed

Table of Contents

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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.